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Review project and plan … — garmin-connector [SSH: Review project and plan … — garmin-connector [SSH: nas]...
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Explorer (⇧⌘E)
Search (⇧⌘F)
Source Control (⌃⇧ Explorer (⇧⌘E)
Search (⇧⌘F)
Source Control (⌃⇧G)
Run and Debug (⇧⌘D)
Remote Explorer
Extensions (⇧⌘X) - 2 require update
2
Claude Code
Containers
EXPLORER
EXPLORER
Explorer Section: garmin-connector [SSH: nas]
Explorer Section: garmin-connector [SSH: nas]
GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
Dockerfile
main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
.env, preview, Editor Group 1
.env
.env
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
Problems (⇧⌘M)
PROBLEMS
Output (⇧⌘U)
OUTPUT
Debug Console (⇧⌘Y)
DEBUG CONSOLE
Terminal (⌃`)
TERMINAL
Ports
PORTS
Terminal 5, bash Use ⌥F1 for terminal accessibility help
Terminal input
remote SSH: nas
SSH: nas
No Problems
0
0
No Ports Forwarded
0
Notifications
Copilot status
Info: Downloading VS Code Server...
Command Succeeded
Review project and plan improvements
Session history
New session
Message actions
demo.py
demo.py
review the project and let me knwo how cna I use it. GIve overview of the service and suggestions o nhe improvements
Thinking
Thinking
Let me explore the project structure first.
Bash
List all files in garmin-connector project
IN
find /volume2/docker/garmin-connector -type f | sort
Copy code to clipboard
OUT
/volume2/docker/garmin-connector/db.py
/volume2/docker/garmin-connector/demo.py
/volume2/docker/garmin-connector/docker-compose.yml
/volume2/docker/garmin-connector/Dockerfile
/volume2/docker/garmin-connector/.env
/volume2/docker/garmin-connector/examples/sleep_data_example.json
/volume2/docker/garmin-connector/main.py
/volume2/docker/garmin-connector/models.py
/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc
/volume2/docker/garmin-connector/python-garminconnect-testing.md
/volume2/docker/garmin-connector/README.md
/volume2/docker/garmin-connector/requirements.txt
/volume2/docker/garmin-connector/sleep_processing.py
Read
README.md
README.md
Read
main.py
main.py
Read
docker-compose.yml
docker-compose.yml
Read
models.py
models.py
Read
db.py
db.py
Read
sleep_processing.py
sleep_processing.py
,
demo.py
demo.py
Thinking
Thinking
Read
requirements.txt
requirements.txt
Read
.env
.env
Thinking
Thinking
Now I have a complete picture of this project. Here's the full overview:
Service Overview
Service Overview
This is a
Garmin Connect data pipeline
— a FastAPI service that:
Authenticates to Garmin Connect using your credentials
Fetches health/fitness data (sleep, steps, heart rate) via the unofficial
garminconnect
Python library
Stores it in a local PostgreSQL database
Runs on Docker (port
8007
)
Architecture
Architecture
Copy code to clipboard
Docker
├── garmin-api (FastAPI, port 8007)
│ ├── Daily scheduler (currently 15:25 UTC)
│ └── REST endpoints
└── garmin-db (PostgreSQL, port 5436)
How to Use
How to Use
Start it:
Copy code to clipboard
cd /volume2/docker/garmin-connector
docker-compose up -d
Available endpoints:
Endpoint
Description
GET /fetch-today
Fetch today's sleep, steps & HR and store in DB
GET /sleep-raw?date_str=2025-05-20
Get raw Garmin sleep payload (not stored)
GET /garmin-methods
List all available Garmin
get_*
methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Call any Garmin getter by name
Endpoint
GET /fetch-today
GET /sleep-raw?date_str=2025-05-20
GET /garmin-methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Description
Fetch today's sleep, steps & HR and store in DB
Get raw Garmin sleep payload (not stored)
List all available Garmin
get_*
methods
Call any Garmin getter by name
Endpoint
Description
Interactive demo script
(
demo.py
demo.py
) is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):
Copy code to clipboard
pip install garminconnect readchar requests
python demo.py
Issues & Improvement Suggestions
Issues & Improvement Suggestions
Critical
Critical
1. Credentials exposed in
.env
Your Garmin password is stored in plaintext in
.env
.env
— add
.env
to
.gitignore
immediately if this repo is ever pushed to git.
2. Duplicate data on repeated runs
main.py:58-93
main.py:58-93
—
fetch_and_store()
blindly
db.add()
s every time it runs. Calling
/fetch-today
twice creates duplicate rows for the same date. You need an upsert pattern (
ON CONFLICT DO UPDATE
or check-before-insert).
3. Scheduler time comment is wrong
main.py:101-103
main.py:101-103
— the code schedules at
hour=15, minute=25
but the comment says "03:00". Pick one and fix both.
Missing Functionality
Missing Functionality
4. No read endpoints for stored DB data
There are no
GET /sleep
,
GET /steps
,
GET /heartrate
endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.
5. No backfill endpoint
There's no way to fetch and store data for a past date range via the API. A
GET /fetch?date=2025-05-01
or
GET /backfill?start=2025-01-01&end=2025-05-25
endpoint would be useful.
6.
sleep_processing.py
is never used
sleep_processing.py
sleep_processing.py
is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a
/sleep-processed
endpoint or removed.
Data Model Gaps
Data Model Gaps
7. Sleep model loses detail
models.py:6-13
models.py:6-13
— the
Sleep
table only stores
start
,
end
,
duration_minutes
. It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.
sleep_processing.py
already parses all of this.
8....
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triangle","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"Thinking","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Now I have a complete picture of this project. Here's the full overview:","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Service Overview","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Service Overview","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"This is a","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Garmin Connect data pipeline","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— a FastAPI service that:","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Authenticates to Garmin Connect using your credentials","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Fetches health/fitness data (sleep, steps, heart rate) via the unofficial","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"garminconnect","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Python library","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Stores it in a local PostgreSQL database","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Runs on Docker (port","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"8007","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":")","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Architecture","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Architecture","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":6,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"Docker\n├── garmin-api (FastAPI, port 8007)\n│ ├── Daily scheduler (currently 15:25 UTC)\n│ └── REST endpoints\n└── garmin-db (PostgreSQL, port 5436)","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"How to Use","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"How to Use","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Start it:","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":6,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"cd /volume2/docker/garmin-connector\ndocker-compose up -d","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Available endpoints:","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Endpoint","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Description","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GET /fetch-today","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Fetch today's sleep, steps & HR and store in DB","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GET /sleep-raw?date_str=2025-05-20","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Get raw Garmin sleep payload (not stored)","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GET /garmin-methods","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"List all available Garmin","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"get_*","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"methods","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GET /garmin-call?method=get_stress_data&date=2025-05-20","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Call any Garmin getter by name","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Endpoint","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GET /fetch-today","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GET /sleep-raw?date_str=2025-05-20","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GET /garmin-methods","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GET /garmin-call?method=get_stress_data&date=2025-05-20","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Description","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Fetch today's sleep, steps & HR and store in DB","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Get raw Garmin sleep payload (not stored)","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"List all available Garmin","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"get_*","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"methods","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Call any Garmin getter by name","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Endpoint","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Description","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Interactive demo script","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"(","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"demo.py","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"demo.py","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":") is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":6,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"pip install garminconnect readchar requests\npython demo.py","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Issues & Improvement Suggestions","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Issues & Improvement Suggestions","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Critical","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Critical","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"1. Credentials exposed in","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":".env","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Your Garmin password is stored in plaintext in","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":".env","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":".env","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— add","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":".env","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"to","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":".gitignore","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"immediately if this repo is ever pushed to git.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"2. Duplicate data on repeated runs","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"main.py:58-93","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"main.py:58-93","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"—","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"fetch_and_store()","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"blindly","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"db.add()","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"s every time it runs. Calling","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"/fetch-today","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"twice creates duplicate rows for the same date. You need an upsert pattern (","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"ON CONFLICT DO UPDATE","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"or check-before-insert).","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"3. Scheduler time comment is wrong","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"main.py:101-103","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"main.py:101-103","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— the code schedules at","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"hour=15, minute=25","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"but the comment says \"03:00\". Pick one and fix both.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Missing Functionality","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Missing Functionality","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"4. No read endpoints for stored DB data","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"There are no","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GET /sleep","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":",","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GET /steps","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":",","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GET /heartrate","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"5. No backfill endpoint","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"There's no way to fetch and store data for a past date range via the API. A","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GET /fetch?date=2025-05-01","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"or","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GET /backfill?start=2025-01-01&end=2025-05-25","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"endpoint would be useful.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"6.","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"sleep_processing.py","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"is never used","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"sleep_processing.py","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"sleep_processing.py","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"/sleep-processed","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"endpoint or removed.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Data Model Gaps","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Data Model Gaps","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"7. Sleep model loses detail","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"models.py:6-13","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"models.py:6-13","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— the","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Sleep","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"table only stores","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"start","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":",","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"end","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":",","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"duration_minutes","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":". It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"sleep_processing.py","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"already parses all of this.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"8.","depth":7,"on_screen":false,"role_description":"text"}]...
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Explorer (⇧⌘E)
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Claude Code
Containers
EXPLORER
EXPLORER
Explorer Section: garmin-connector [SSH: nas]
Explorer Section: garmin-connector [SSH: nas]
GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
Dockerfile
main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
.env, preview, Editor Group 1
.env
.env
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
Problems (⇧⌘M)
PROBLEMS
Output (⇧⌘U)
OUTPUT
Debug Console (⇧⌘Y)
DEBUG CONSOLE
Terminal (⌃`)
TERMINAL
Ports
PORTS
Terminal 5, bash Use ⌥F1 for terminal accessibility help
Terminal input
remote SSH: nas
SSH: nas
No Problems
0
0
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0
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Command Succeeded
Review project and plan improvements
Session history
New session
Message actions
demo.py
demo.py
review the project and let me knwo how cna I use it. GIve overview of the service and suggestions o nhe improvements
Thinking
Thinking
Let me explore the project structure first.
Bash
List all files in garmin-connector project
IN
find /volume2/docker/garmin-connector -type f | sort
Copy code to clipboard
OUT
/volume2/docker/garmin-connector/db.py
/volume2/docker/garmin-connector/demo.py
/volume2/docker/garmin-connector/docker-compose.yml
/volume2/docker/garmin-connector/Dockerfile
/volume2/docker/garmin-connector/.env
/volume2/docker/garmin-connector/examples/sleep_data_example.json
/volume2/docker/garmin-connector/main.py
/volume2/docker/garmin-connector/models.py
/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc
/volume2/docker/garmin-connector/python-garminconnect-testing.md
/volume2/docker/garmin-connector/README.md
/volume2/docker/garmin-connector/requirements.txt
/volume2/docker/garmin-connector/sleep_processing.py
Read
README.md
README.md
Read
main.py
main.py
Read
docker-compose.yml
docker-compose.yml
Read
models.py
models.py
Read
db.py
db.py
Read
sleep_processing.py
sleep_processing.py
,
demo.py
demo.py
Thinking
Thinking
Read
requirements.txt
requirements.txt
Read
.env
.env
Thinking
Thinking
Now I have a complete picture of this project. Here's the full overview:
Service Overview
Service Overview
This is a
Garmin Connect data pipeline
— a FastAPI service that:
Authenticates to Garmin Connect using your credentials
Fetches health/fitness data (sleep, steps, heart rate) via the unofficial
garminconnect
Python library
Stores it in a local PostgreSQL database
Runs on Docker (port
8007
)
Architecture
Architecture
Copy code to clipboard
Docker
├── garmin-api (FastAPI, port 8007)
│ ├── Daily scheduler (currently 15:25 UTC)
│ └── REST endpoints
└── garmin-db (PostgreSQL, port 5436)
How to Use
How to Use
Start it:
Copy code to clipboard
cd /volume2/docker/garmin-connector
docker-compose up -d
Available endpoints:
Endpoint
Description
GET /fetch-today
Fetch today's sleep, steps & HR and store in DB
GET /sleep-raw?date_str=2025-05-20
Get raw Garmin sleep payload (not stored)
GET /garmin-methods
List all available Garmin
get_*
methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Call any Garmin getter by name
Endpoint
GET /fetch-today
GET /sleep-raw?date_str=2025-05-20
GET /garmin-methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Description
Fetch today's sleep, steps & HR and store in DB
Get raw Garmin sleep payload (not stored)
List all available Garmin
get_*
methods
Call any Garmin getter by name
Endpoint
Description
Interactive demo script
(
demo.py
demo.py
) is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):
Copy code to clipboard
pip install garminconnect readchar requests
python demo.py
Issues & Improvement Suggestions
Issues & Improvement Suggestions
Critical
Critical
1. Credentials exposed in
.env
Your Garmin password is stored in plaintext in
.env
.env
— add
.env
to
.gitignore
immediately if this repo is ever pushed to git.
2. Duplicate data on repeated runs
main.py:58-93
main.py:58-93
—
fetch_and_store()
blindly
db.add()
s every time it runs. Calling
/fetch-today
twice creates duplicate rows for the same date. You need an upsert pattern (
ON CONFLICT DO UPDATE
or check-before-insert).
3. Scheduler time comment is wrong
main.py:101-103
main.py:101-103
— the code schedules at
hour=15, minute=25
but the comment says "03:00". Pick one and fix both.
Missing Functionality
Missing Functionality
4. No read endpoints for stored DB data
There are no
GET /sleep
,
GET /steps
,
GET /heartrate
endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.
5. No backfill endpoint
There's no way to fetch and store data for a past date range via the API. A
GET /fetch?date=2025-05-01
or
GET /backfill?start=2025-01-01&end=2025-05-25
endpoint would be useful.
6.
sleep_processing.py
is never used
sleep_processing.py
sleep_processing.py
is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a
/sleep-processed
endpoint or removed.
Data Model Gaps
Data Model Gaps
7. Sleep model loses detail
models.py:6-13
models.py:6-13
— the
Sleep
table only stores
start
,
end
,
duration_minutes
. It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.
sleep_processing.py
already parses all of this.
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Explorer (⇧⌘E)
Search (⇧⌘F)
Source Control (⌃⇧ Explorer (⇧⌘E)
Search (⇧⌘F)
Source Control (⌃⇧G)
Run and Debug (⇧⌘D)
Remote Explorer
Extensions (⇧⌘X) - 2 require update
2
Claude Code
Containers
EXPLORER
EXPLORER
Explorer Section: garmin-connector [SSH: nas]
Explorer Section: garmin-connector [SSH: nas]
GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
Dockerfile
main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
.env, preview, Editor Group 1
.env
.env
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
Problems (⇧⌘M)
PROBLEMS
Output (⇧⌘U)
OUTPUT
Debug Console (⇧⌘Y)
DEBUG CONSOLE
Terminal (⌃`)
TERMINAL
Ports
PORTS
Terminal 5, bash Use ⌥F1 for terminal accessibility help
Terminal input
remote SSH: nas
SSH: nas
No Problems
0
0
No Ports Forwarded
0
Notifications
Copilot status
Info: Downloading VS Code Server...
Command Succeeded
Review project and plan improvements
Session history
New session
Message actions
demo.py
demo.py
review the project and let me knwo how cna I use it. GIve overview of the service and suggestions o nhe improvements
Thinking
Thinking
Let me explore the project structure first.
Bash
List all files in garmin-connector project
IN
find /volume2/docker/garmin-connector -type f | sort
Copy code to clipboard
OUT
/volume2/docker/garmin-connector/db.py
/volume2/docker/garmin-connector/demo.py
/volume2/docker/garmin-connector/docker-compose.yml
/volume2/docker/garmin-connector/Dockerfile
/volume2/docker/garmin-connector/.env
/volume2/docker/garmin-connector/examples/sleep_data_example.json
/volume2/docker/garmin-connector/main.py
/volume2/docker/garmin-connector/models.py
/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc
/volume2/docker/garmin-connector/python-garminconnect-testing.md
/volume2/docker/garmin-connector/README.md
/volume2/docker/garmin-connector/requirements.txt
/volume2/docker/garmin-connector/sleep_processing.py
Read
README.md
README.md
Read
main.py
main.py
Read
docker-compose.yml
docker-compose.yml
Read
models.py
models.py
Read
db.py
db.py
Read
sleep_processing.py
sleep_processing.py
,
demo.py
demo.py
Thinking
Thinking
Read
requirements.txt
requirements.txt
Read
.env
.env
Thinking
Thinking
Now I have a complete picture of this project. Here's the full overview:
Service Overview
Service Overview
This is a
Garmin Connect data pipeline
— a FastAPI service that:
Authenticates to Garmin Connect using your credentials
Fetches health/fitness data (sleep, steps, heart rate) via the unofficial
garminconnect
Python library
Stores it in a local PostgreSQL database
Runs on Docker (port
8007
)
Architecture
Architecture
Copy code to clipboard
Docker
├── garmin-api (FastAPI, port 8007)
│ ├── Daily scheduler (currently 15:25 UTC)
│ └── REST endpoints
└── garmin-db (PostgreSQL, port 5436)
How to Use
How to Use
Start it:
Copy code to clipboard
cd /volume2/docker/garmin-connector
docker-compose up -d
Available endpoints:
Endpoint
Description
GET /fetch-today
Fetch today's sleep, steps & HR and store in DB
GET /sleep-raw?date_str=2025-05-20
Get raw Garmin sleep payload (not stored)
GET /garmin-methods
List all available Garmin
get_*
methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Call any Garmin getter by name
Endpoint
GET /fetch-today
GET /sleep-raw?date_str=2025-05-20
GET /garmin-methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Description
Fetch today's sleep, steps & HR and store in DB
Get raw Garmin sleep payload (not stored)
List all available Garmin
get_*
methods
Call any Garmin getter by name
Endpoint
Description
Interactive demo script
(
demo.py
demo.py
) is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):
Copy code to clipboard
pip install garminconnect readchar requests
python demo.py
Issues & Improvement Suggestions
Issues & Improvement Suggestions
Critical
Critical
1. Credentials exposed in
.env
Your Garmin password is stored in plaintext in
.env
.env
— add
.env
to
.gitignore
immediately if this repo is ever pushed to git.
2. Duplicate data on repeated runs
main.py:58-93
main.py:58-93
—
fetch_and_store()
blindly
db.add()
s every time it runs. Calling
/fetch-today
twice creates duplicate rows for the same date. You need an upsert pattern (
ON CONFLICT DO UPDATE
or check-before-insert).
3. Scheduler time comment is wrong
main.py:101-103
main.py:101-103
— the code schedules at
hour=15, minute=25
but the comment says "03:00". Pick one and fix both.
Missing Functionality
Missing Functionality
4. No read endpoints for stored DB data
There are no
GET /sleep
,
GET /steps
,
GET /heartrate
endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.
5. No backfill endpoint
There's no way to fetch and store data for a past date range via the API. A
GET /fetch?date=2025-05-01
or
GET /backfill?start=2025-01-01&end=2025-05-25
endpoint would be useful.
6.
sleep_processing.py
is never used
sleep_processing.py
sleep_processing.py
is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a
/sleep-processed
endpoint or removed.
Data Model Gaps
Data Model Gaps
7. Sleep model loses detail
models.py:6-13
models.py:6-13
— the
Sleep
table only stores
start
,
end
,
duration_minutes
. It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.
sleep_processing.py
already parses all of this.
8.
HeartRate
rows volume
Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.
Code Quality
Code Quality
9. Session management is fragile
main.py:35-44
main.py:35-44
—
get_client()
re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on
401
errors.
10.
demo.py
depends on
readchar
not in
requirements.txt
requirements.txt
requirements.txt
—
demo.py
imports
readchar
which isn't listed, so
pip install -r requirements.txt
won't cover it. Either add it or keep a separate
requirements-dev.txt
.
Summary:
The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in
sleep_processing.py
for richer data, and (4) add a backfill endpoint for historical data.
Message actions
.env
.env
is there some UI. what is the database and what data are stored?
Thinking
Thinking
Bash
Check if garmin containers are running
IN
docker ps --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check all garmin containers including stopped ones
IN
docker ps -a --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
List all Docker containers
IN
docker ps -a 2>/dev/null | head -20
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check Docker availability
IN
docker info 2>&1 | head -5
Copy code to clipboard
OUT
Client: Docker Engine - Community
Version: 26.1.0
Context: default
Debug Mode: false
Plugins:
Bash
List all containers with names and status
IN
docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null
Copy code to clipboard
OUT
Exit code 1
Bash
List Docker contexts
IN
docker context ls 2>&1
Copy code to clipboard
OUT
NAME DESCRIPTION DOCKER ENDPOINT ERROR
default * Current DOCKER_HOST based configuration unix:///var/run/docker.sock
Bash
List all containers with sudo
IN
sudo docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | head -30
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check docker socket and current user groups
IN
ls /var/run/docker.sock 2>&1 && groups 2>&1
Copy code to clipboard
OUT
/var/run/docker.sock
admin users ughomeusers Media Social
Bash
Try docker ps with explicit socket
IN
DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20
Copy code to clipboard
OUT
permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get "http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1": dial unix /var/run/docker.sock: connect: permission denied
Thinking
Thinking
Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.
UI
UI
Only FastAPI's built-in Swagger UI
— no custom frontend exists.
Once the service is running, open in browser:
http://<your-nas-ip>:8007/docs
— interactive Swagger UI, lets you call all endpoints
http://<your-nas-ip>:8007/redoc
— alternative docs view
That's the only UI. There's no dashboard, no charts, no frontend.
Database
Database
PostgreSQL
(
garmin-db
, exposed on port
5436
).
Three tables, defined in
models.py
models.py
:
sleep
sleep
Column
Type
Notes
id
Integer PK
date
Date
start
String
GMT timestamp (stored as raw string from Garmin)
end
String
GMT timestamp
duration_minutes
Integer
sleepTimeSeconds / 60
Column
id
date
start
end
duration_minutes
Type
Integer PK
Date
String
String
Integer
Notes
GMT timestamp (stored as raw string from Garmin)
GMT timestamp
sleepTimeSeconds / 60
Column
Type
Notes
steps
steps
Column
Type
Notes
id...
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Here's the full overview:","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Service Overview","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Service Overview","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"This is a","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Garmin Connect data pipeline","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— a FastAPI service that:","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Authenticates to Garmin Connect using your credentials","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Fetches health/fitness data (sleep, steps, heart rate) via the 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code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"Docker\n├── garmin-api (FastAPI, port 8007)\n│ ├── Daily scheduler (currently 15:25 UTC)\n│ └── REST endpoints\n└── garmin-db (PostgreSQL, port 5436)","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"How to Use","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"How to Use","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Start it:","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":6,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"cd /volume2/docker/garmin-connector\ndocker-compose up 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/garmin-call?method=get_stress_data&date=2025-05-20","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Description","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Fetch today's sleep, steps & HR and store in DB","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Get raw Garmin sleep payload (not stored)","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"List all available Garmin","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"get_*","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"methods","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Call any Garmin getter by 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Run it separately (not inside Docker):","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":6,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"pip install garminconnect readchar requests\npython demo.py","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Issues & Improvement Suggestions","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Issues & Improvement Suggestions","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Critical","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Critical","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"1. Credentials exposed in","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":".env","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Your Garmin password is stored in plaintext in","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":".env","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":".env","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— add","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":".env","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"to","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":".gitignore","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"immediately if this repo is ever pushed to git.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"2. Duplicate data on repeated runs","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"main.py:58-93","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"main.py:58-93","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"—","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"fetch_and_store()","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"blindly","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"db.add()","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"s every time it runs. 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Scheduler time comment is wrong","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"main.py:101-103","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"main.py:101-103","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— the code schedules at","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"hour=15, minute=25","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"but the comment says \"03:00\". Pick one and fix both.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Missing Functionality","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Missing Functionality","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"4. No read endpoints for stored DB data","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"There are no","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GET /sleep","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":",","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GET /steps","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":",","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GET /heartrate","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"5. No backfill endpoint","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"There's no way to fetch and store data for a past date range via the API. 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It should either be wired into a","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"/sleep-processed","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"endpoint or removed.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Data Model Gaps","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Data Model Gaps","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"7. 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Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Code Quality","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Code Quality","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"9. Session management is fragile","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"main.py:35-44","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"main.py:35-44","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"—","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"get_client()","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"401","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"errors.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"10.","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"demo.py","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"depends on","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"readchar","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"not in","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"requirements.txt","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"requirements.txt","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"requirements.txt","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"—","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"demo.py","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"imports","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"readchar","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"which isn't listed, so","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"pip install -r requirements.txt","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"won't cover it. Either add it or keep a separate","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"requirements-dev.txt","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":".","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Summary:","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"sleep_processing.py","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"for richer data, and (4) add a backfill endpoint for historical data.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Message actions","depth":7,"on_screen":false,"role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXButton","text":".env","depth":6,"on_screen":false,"role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":".env","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"is there some UI. what is the database and what data are stored?","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Thinking","depth":6,"on_screen":false,"role_description":"disclosure triangle","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"Thinking","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Check if garmin containers are running","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"docker ps --format \"table {{.Names}}\\t{{.Status}}\\t{{.Ports}}\" 2>/dev/null | grep -E \"garmin|NAMES\"","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"(Bash completed with no output)","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Check all garmin containers including stopped ones","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"docker ps -a --format \"table {{.Names}}\\t{{.Status}}\\t{{.Ports}}\" 2>/dev/null | grep -E \"garmin|NAMES\"","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"(Bash completed with no output)","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"List all Docker containers","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"docker ps -a 2>/dev/null | head -20","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"(Bash completed with no output)","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Check Docker availability","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"docker info 2>&1 | head -5","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Client: Docker Engine - Community\n Version: 26.1.0\n Context: default\n Debug Mode: false\n Plugins:","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"List all containers with names and status","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"docker ps -a --format \"{{.Names}}\\t{{.Status}}\\t{{.Ports}}\" 2>/dev/null","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Exit code 1","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"List Docker contexts","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"docker context ls 2>&1","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"NAME DESCRIPTION DOCKER ENDPOINT ERROR\ndefault * Current DOCKER_HOST based configuration unix:///var/run/docker.sock","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"List all containers with sudo","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"sudo docker ps -a --format \"{{.Names}}\\t{{.Status}}\\t{{.Ports}}\" 2>/dev/null | head -30","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"(Bash completed with no output)","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Check docker socket and current user groups","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"ls /var/run/docker.sock 2>&1 && groups 2>&1","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"/var/run/docker.sock\nadmin users ughomeusers Media Social","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Try docker ps with explicit socket","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get \"http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1\": dial unix /var/run/docker.sock: connect: permission denied","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Thinking","depth":6,"on_screen":false,"role_description":"disclosure triangle","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"Thinking","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"UI","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"UI","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Only FastAPI's built-in Swagger UI","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— no custom frontend exists.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Once the service is running, open in browser:","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"http://<your-nas-ip>:8007/docs","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— interactive Swagger UI, lets you call all endpoints","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"http://<your-nas-ip>:8007/redoc","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— alternative docs view","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"That's the only UI. There's no dashboard, no charts, no frontend.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Database","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Database","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"PostgreSQL","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"(","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"garmin-db","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":", exposed on port","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"5436","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":").","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Three tables, defined in","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"models.py","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"models.py","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":":","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"sleep","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"sleep","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Notes","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"id","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer PK","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"date","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Date","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"start","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"String","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GMT timestamp (stored as raw string from Garmin)","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"end","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"String","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GMT 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60","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Notes","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"steps","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"steps","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Notes","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"id","depth":9,"on_screen":false,"role_description":"text"}]...
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Explorer (⇧⌘E)
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Claude Code
Containers
EXPLORER
EXPLORER
Explorer Section: garmin-connector [SSH: nas]
Explorer Section: garmin-connector [SSH: nas]
GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
Dockerfile
main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
.env, preview, Editor Group 1
.env
.env
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
Problems (⇧⌘M)
PROBLEMS
Output (⇧⌘U)
OUTPUT
Debug Console (⇧⌘Y)
DEBUG CONSOLE
Terminal (⌃`)
TERMINAL
Ports
PORTS
Terminal 5, bash Use ⌥F1 for terminal accessibility help
Terminal input
remote SSH: nas
SSH: nas
No Problems
0
0
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0
Notifications
Copilot status
Info: Downloading VS Code Server...
Command Succeeded
Review project and plan improvements
Session history
New session
Message actions
demo.py
demo.py
review the project and let me knwo how cna I use it. GIve overview of the service and suggestions o nhe improvements
Thinking
Thinking
Let me explore the project structure first.
Bash
List all files in garmin-connector project
IN
find /volume2/docker/garmin-connector -type f | sort
Copy code to clipboard
OUT
/volume2/docker/garmin-connector/db.py
/volume2/docker/garmin-connector/demo.py
/volume2/docker/garmin-connector/docker-compose.yml
/volume2/docker/garmin-connector/Dockerfile
/volume2/docker/garmin-connector/.env
/volume2/docker/garmin-connector/examples/sleep_data_example.json
/volume2/docker/garmin-connector/main.py
/volume2/docker/garmin-connector/models.py
/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc
/volume2/docker/garmin-connector/python-garminconnect-testing.md
/volume2/docker/garmin-connector/README.md
/volume2/docker/garmin-connector/requirements.txt
/volume2/docker/garmin-connector/sleep_processing.py
Read
README.md
README.md
Read
main.py
main.py
Read
docker-compose.yml
docker-compose.yml
Read
models.py
models.py
Read
db.py
db.py
Read
sleep_processing.py
sleep_processing.py
,
demo.py
demo.py
Thinking
Thinking
Read
requirements.txt
requirements.txt
Read
.env
.env
Thinking
Thinking
Now I have a complete picture of this project. Here's the full overview:
Service Overview
Service Overview
This is a
Garmin Connect data pipeline
— a FastAPI service that:
Authenticates to Garmin Connect using your credentials
Fetches health/fitness data (sleep, steps, heart rate) via the unofficial
garminconnect
Python library
Stores it in a local PostgreSQL database
Runs on Docker (port
8007
)
Architecture
Architecture
Copy code to clipboard
Docker
├── garmin-api (FastAPI, port 8007)
│ ├── Daily scheduler (currently 15:25 UTC)
│ └── REST endpoints
└── garmin-db (PostgreSQL, port 5436)
How to Use
How to Use
Start it:
Copy code to clipboard
cd /volume2/docker/garmin-connector
docker-compose up -d
Available endpoints:
Endpoint
Description
GET /fetch-today
Fetch today's sleep, steps & HR and store in DB
GET /sleep-raw?date_str=2025-05-20
Get raw Garmin sleep payload (not stored)
GET /garmin-methods
List all available Garmin
get_*
methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Call any Garmin getter by name
Endpoint
GET /fetch-today
GET /sleep-raw?date_str=2025-05-20
GET /garmin-methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Description
Fetch today's sleep, steps & HR and store in DB
Get raw Garmin sleep payload (not stored)
List all available Garmin
get_*
methods
Call any Garmin getter by name
Endpoint
Description
Interactive demo script
(
demo.py
demo.py
) is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):
Copy code to clipboard
pip install garminconnect readchar requests
python demo.py
Issues & Improvement Suggestions
Issues & Improvement Suggestions
Critical
Critical
1. Credentials exposed in
.env
Your Garmin password is stored in plaintext in
.env
.env
— add
.env
to
.gitignore
immediately if this repo is ever pushed to git.
2. Duplicate data on repeated runs
main.py:58-93
main.py:58-93
—
fetch_and_store()
blindly
db.add()
s every time it runs. Calling
/fetch-today
twice creates duplicate rows for the same date. You need an upsert pattern (
ON CONFLICT DO UPDATE
or check-before-insert).
3. Scheduler time comment is wrong
main.py:101-103
main.py:101-103
— the code schedules at
hour=15, minute=25
but the comment says "03:00". Pick one and fix both.
Missing Functionality
Missing Functionality
4. No read endpoints for stored DB data
There are no
GET /sleep
,
GET /steps
,
GET /heartrate
endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.
5. No backfill endpoint
There's no way to fetch and store data for a past date range via the API. A
GET /fetch?date=2025-05-01
or
GET /backfill?start=2025-01-01&end=2025-05-25
endpoint would be useful.
6.
sleep_processing.py
is never used
sleep_processing.py
sleep_processing.py
is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a
/sleep-processed
endpoint or removed.
Data Model Gaps
Data Model Gaps
7. Sleep model loses detail
models.py:6-13
models.py:6-13
— the
Sleep
table only stores
start
,
end
,
duration_minutes
. It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.
sleep_processing.py
already parses all of this.
8.
HeartRate
rows volume
Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.
Code Quality
Code Quality
9. Session management is fragile
main.py:35-44
main.py:35-44
—
get_client()
re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on
401
errors.
10.
demo.py
depends on
readchar
not in
requirements.txt
requirements.txt
requirements.txt
—
demo.py
imports
readchar
which isn't listed, so
pip install -r requirements.txt
won't cover it. Either add it or keep a separate
requirements-dev.txt
.
Summary:
The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in
sleep_processing.py
for richer data, and (4) add a backfill endpoint for historical data.
Message actions
.env
.env
is there some UI. what is the database and what data are stored?
Thinking
Thinking
Bash
Check if garmin containers are running
IN
docker ps --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check all garmin containers including stopped ones
IN
docker ps -a --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
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OUT
(Bash completed with no output)
Bash
List all Docker containers
IN
docker ps -a 2>/dev/null | head -20
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OUT
(Bash completed with no output)
Bash
Check Docker availability
IN
docker info 2>&1 | head -5
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OUT
Client: Docker Engine - Community
Version: 26.1.0
Context: default
Debug Mode: false
Plugins:
Bash
List all containers with names and status
IN
docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null
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OUT
Exit code 1
Bash
List Docker contexts
IN
docker context ls 2>&1
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OUT
NAME DESCRIPTION DOCKER ENDPOINT ERROR
default * Current DOCKER_HOST based configuration unix:///var/run/docker.sock
Bash
List all containers with sudo
IN
sudo docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | head -30
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OUT
(Bash completed with no output)
Bash
Check docker socket and current user groups
IN
ls /var/run/docker.sock 2>&1 && groups 2>&1
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OUT
/var/run/docker.sock
admin users ughomeusers Media Social
Bash
Try docker ps with explicit socket
IN
DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20
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OUT
permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get "http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1": dial unix /var/run/docker.sock: connect: permission denied
Thinking
Thinking
Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.
UI
UI
Only FastAPI's built-in Swagger UI
— no custom frontend exists.
Once the service is running, open in browser:
http://<your-nas-ip>:8007/docs
— interactive Swagger UI, lets you call all endpoints
http://<your-nas-ip>:8007/redoc
— alternative docs view
That's the only UI. There's no dashboard, no charts, no frontend.
Database
Database
PostgreSQL
(
garmin-db
, exposed on port
5436
).
Three tables, defined in
models.py
models.py
:
sleep
sleep
Column
Type
Notes
id
Integer PK
date
Date
start
String
GMT timestamp (stored as raw string from Garmin)
end
String
GMT timestamp
duration_minutes
Integer
sleepTimeSeconds / 60
Column
id
date
start
end
duration_minutes
Type
Integer PK
Date
String
String
Integer
Notes
GMT timestamp (stored as raw string from Garmin)
GMT timestamp
sleepTimeSeconds / 60
Column
Type
Notes
steps
steps
Column
Type
Notes
id...
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73531
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2627
|
25
|
2026-05-26T18:03:10.897288+00:00
|
/Users/lukas/.screenpipe/data/data/2026-05-26/1779 /Users/lukas/.screenpipe/data/data/2026-05-26/1779818590897_m2.jpg...
|
Code
|
Review project and plan … — garmin-connector [SSH: Review project and plan … — garmin-connector [SSH: nas]...
|
1
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NULL
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monitor_2
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NULL
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NULL
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NULL
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NULL
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Explorer (⇧⌘E)
Search (⇧⌘F)
Source Control (⌃⇧ Explorer (⇧⌘E)
Search (⇧⌘F)
Source Control (⌃⇧G)
Run and Debug (⇧⌘D)
Remote Explorer
Extensions (⇧⌘X) - 2 require update
2
Claude Code
Containers
EXPLORER
EXPLORER
Explorer Section: garmin-connector [SSH: nas]
Explorer Section: garmin-connector [SSH: nas]
GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
Dockerfile
main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
.env, preview, Editor Group 1
.env
.env
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
Problems (⇧⌘M)
PROBLEMS
Output (⇧⌘U)
OUTPUT
Debug Console (⇧⌘Y)
DEBUG CONSOLE
Terminal (⌃`)
TERMINAL
Ports
PORTS
Terminal 5, bash Use ⌥F1 for terminal accessibility help
Terminal input
remote SSH: nas
SSH: nas
No Problems
0
0
No Ports Forwarded
0
Notifications
Copilot status
Info: Downloading VS Code Server...
Command Succeeded
Review project and plan improvements
Session history
New session
Message actions
demo.py
demo.py
review the project and let me knwo how cna I use it. GIve overview of the service and suggestions o nhe improvements
Thinking
Thinking
Let me explore the project structure first.
Bash
List all files in garmin-connector project
IN
find /volume2/docker/garmin-connector -type f | sort
Copy code to clipboard
OUT
/volume2/docker/garmin-connector/db.py
/volume2/docker/garmin-connector/demo.py
/volume2/docker/garmin-connector/docker-compose.yml
/volume2/docker/garmin-connector/Dockerfile
/volume2/docker/garmin-connector/.env
/volume2/docker/garmin-connector/examples/sleep_data_example.json
/volume2/docker/garmin-connector/main.py
/volume2/docker/garmin-connector/models.py
/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc
/volume2/docker/garmin-connector/python-garminconnect-testing.md
/volume2/docker/garmin-connector/README.md
/volume2/docker/garmin-connector/requirements.txt
/volume2/docker/garmin-connector/sleep_processing.py
Read
README.md
README.md
Read
main.py
main.py
Read
docker-compose.yml
docker-compose.yml
Read
models.py
models.py
Read
db.py
db.py
Read
sleep_processing.py
sleep_processing.py
,
demo.py
demo.py
Thinking
Thinking
Read
requirements.txt
requirements.txt
Read
.env
.env
Thinking
Thinking
Now I have a complete picture of this project. Here's the full overview:
Service Overview
Service Overview
This is a
Garmin Connect data pipeline
— a FastAPI service that:
Authenticates to Garmin Connect using your credentials
Fetches health/fitness data (sleep, steps, heart rate) via the unofficial
garminconnect
Python library
Stores it in a local PostgreSQL database
Runs on Docker (port
8007
)
Architecture
Architecture
Copy code to clipboard
Docker
├── garmin-api (FastAPI, port 8007)
│ ├── Daily scheduler (currently 15:25 UTC)
│ └── REST endpoints
└── garmin-db (PostgreSQL, port 5436)
How to Use
How to Use
Start it:
Copy code to clipboard
cd /volume2/docker/garmin-connector
docker-compose up -d
Available endpoints:
Endpoint
Description
GET /fetch-today
Fetch today's sleep, steps & HR and store in DB
GET /sleep-raw?date_str=2025-05-20
Get raw Garmin sleep payload (not stored)
GET /garmin-methods
List all available Garmin
get_*
methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Call any Garmin getter by name
Endpoint
GET /fetch-today
GET /sleep-raw?date_str=2025-05-20
GET /garmin-methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Description
Fetch today's sleep, steps & HR and store in DB
Get raw Garmin sleep payload (not stored)
List all available Garmin
get_*
methods
Call any Garmin getter by name
Endpoint
Description
Interactive demo script
(
demo.py
demo.py
) is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):
Copy code to clipboard
pip install garminconnect readchar requests
python demo.py
Issues & Improvement Suggestions
Issues & Improvement Suggestions
Critical
Critical
1. Credentials exposed in
.env
Your Garmin password is stored in plaintext in
.env
.env
— add
.env
to
.gitignore
immediately if this repo is ever pushed to git.
2. Duplicate data on repeated runs
main.py:58-93
main.py:58-93
—
fetch_and_store()
blindly
db.add()
s every time it runs. Calling
/fetch-today
twice creates duplicate rows for the same date. You need an upsert pattern (
ON CONFLICT DO UPDATE
or check-before-insert).
3. Scheduler time comment is wrong
main.py:101-103
main.py:101-103
— the code schedules at
hour=15, minute=25
but the comment says "03:00". Pick one and fix both.
Missing Functionality
Missing Functionality
4. No read endpoints for stored DB data
There are no
GET /sleep
,
GET /steps
,
GET /heartrate
endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.
5. No backfill endpoint
There's no way to fetch and store data for a past date range via the API. A
GET /fetch?date=2025-05-01
or
GET /backfill?start=2025-01-01&end=2025-05-25
endpoint would be useful.
6.
sleep_processing.py
is never used
sleep_processing.py
sleep_processing.py
is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a
/sleep-processed
endpoint or removed.
Data Model Gaps
Data Model Gaps
7. Sleep model loses detail
models.py:6-13
models.py:6-13
— the
Sleep
table only stores
start
,
end
,
duration_minutes
. It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.
sleep_processing.py
already parses all of this.
8.
HeartRate
rows volume
Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.
Code Quality
Code Quality
9. Session management is fragile
main.py:35-44
main.py:35-44
—
get_client()
re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on
401
errors.
10.
demo.py
depends on
readchar
not in
requirements.txt
requirements.txt
requirements.txt
—
demo.py
imports
readchar
which isn't listed, so
pip install -r requirements.txt
won't cover it. Either add it or keep a separate
requirements-dev.txt
.
Summary:
The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in
sleep_processing.py
for richer data, and (4) add a backfill endpoint for historical data.
Message actions
.env
.env
is there some UI. what is the database and what data are stored?
Thinking
Thinking
Bash
Check if garmin containers are running...
|
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Sleep model loses detail","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"models.py:6-13","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"models.py:6-13","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— the","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Sleep","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"table only stores","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"start","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":",","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"end","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":",","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"duration_minutes","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":". It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"sleep_processing.py","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"already parses all of this.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"8.","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"HeartRate","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"rows volume","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Code Quality","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Code Quality","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"9. Session management is fragile","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"main.py:35-44","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"main.py:35-44","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"—","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"get_client()","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"401","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"errors.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"10.","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"demo.py","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"depends on","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"readchar","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"not in","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"requirements.txt","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"requirements.txt","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"requirements.txt","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"—","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"demo.py","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"imports","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"readchar","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"which isn't listed, so","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"pip install -r requirements.txt","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"won't cover it. Either add it or keep a separate","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"requirements-dev.txt","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":".","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Summary:","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"sleep_processing.py","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"for richer data, and (4) add a backfill endpoint for historical data.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Message actions","depth":7,"on_screen":false,"role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXButton","text":".env","depth":6,"on_screen":false,"role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":".env","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"is there some UI. what is the database and what data are stored?","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Thinking","depth":6,"on_screen":false,"role_description":"disclosure triangle","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"Thinking","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Check if garmin containers are running","depth":7,"on_screen":false,"role_description":"text"}]...
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9068799999772099133
|
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Containers
EXPLORER
EXPLORER
Explorer Section: garmin-connector [SSH: nas]
Explorer Section: garmin-connector [SSH: nas]
GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
Dockerfile
main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
.env, preview, Editor Group 1
.env
.env
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
Problems (⇧⌘M)
PROBLEMS
Output (⇧⌘U)
OUTPUT
Debug Console (⇧⌘Y)
DEBUG CONSOLE
Terminal (⌃`)
TERMINAL
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PORTS
Terminal 5, bash Use ⌥F1 for terminal accessibility help
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remote SSH: nas
SSH: nas
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demo.py
demo.py
review the project and let me knwo how cna I use it. GIve overview of the service and suggestions o nhe improvements
Thinking
Thinking
Let me explore the project structure first.
Bash
List all files in garmin-connector project
IN
find /volume2/docker/garmin-connector -type f | sort
Copy code to clipboard
OUT
/volume2/docker/garmin-connector/db.py
/volume2/docker/garmin-connector/demo.py
/volume2/docker/garmin-connector/docker-compose.yml
/volume2/docker/garmin-connector/Dockerfile
/volume2/docker/garmin-connector/.env
/volume2/docker/garmin-connector/examples/sleep_data_example.json
/volume2/docker/garmin-connector/main.py
/volume2/docker/garmin-connector/models.py
/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc
/volume2/docker/garmin-connector/python-garminconnect-testing.md
/volume2/docker/garmin-connector/README.md
/volume2/docker/garmin-connector/requirements.txt
/volume2/docker/garmin-connector/sleep_processing.py
Read
README.md
README.md
Read
main.py
main.py
Read
docker-compose.yml
docker-compose.yml
Read
models.py
models.py
Read
db.py
db.py
Read
sleep_processing.py
sleep_processing.py
,
demo.py
demo.py
Thinking
Thinking
Read
requirements.txt
requirements.txt
Read
.env
.env
Thinking
Thinking
Now I have a complete picture of this project. Here's the full overview:
Service Overview
Service Overview
This is a
Garmin Connect data pipeline
— a FastAPI service that:
Authenticates to Garmin Connect using your credentials
Fetches health/fitness data (sleep, steps, heart rate) via the unofficial
garminconnect
Python library
Stores it in a local PostgreSQL database
Runs on Docker (port
8007
)
Architecture
Architecture
Copy code to clipboard
Docker
├── garmin-api (FastAPI, port 8007)
│ ├── Daily scheduler (currently 15:25 UTC)
│ └── REST endpoints
└── garmin-db (PostgreSQL, port 5436)
How to Use
How to Use
Start it:
Copy code to clipboard
cd /volume2/docker/garmin-connector
docker-compose up -d
Available endpoints:
Endpoint
Description
GET /fetch-today
Fetch today's sleep, steps & HR and store in DB
GET /sleep-raw?date_str=2025-05-20
Get raw Garmin sleep payload (not stored)
GET /garmin-methods
List all available Garmin
get_*
methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Call any Garmin getter by name
Endpoint
GET /fetch-today
GET /sleep-raw?date_str=2025-05-20
GET /garmin-methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Description
Fetch today's sleep, steps & HR and store in DB
Get raw Garmin sleep payload (not stored)
List all available Garmin
get_*
methods
Call any Garmin getter by name
Endpoint
Description
Interactive demo script
(
demo.py
demo.py
) is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):
Copy code to clipboard
pip install garminconnect readchar requests
python demo.py
Issues & Improvement Suggestions
Issues & Improvement Suggestions
Critical
Critical
1. Credentials exposed in
.env
Your Garmin password is stored in plaintext in
.env
.env
— add
.env
to
.gitignore
immediately if this repo is ever pushed to git.
2. Duplicate data on repeated runs
main.py:58-93
main.py:58-93
—
fetch_and_store()
blindly
db.add()
s every time it runs. Calling
/fetch-today
twice creates duplicate rows for the same date. You need an upsert pattern (
ON CONFLICT DO UPDATE
or check-before-insert).
3. Scheduler time comment is wrong
main.py:101-103
main.py:101-103
— the code schedules at
hour=15, minute=25
but the comment says "03:00". Pick one and fix both.
Missing Functionality
Missing Functionality
4. No read endpoints for stored DB data
There are no
GET /sleep
,
GET /steps
,
GET /heartrate
endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.
5. No backfill endpoint
There's no way to fetch and store data for a past date range via the API. A
GET /fetch?date=2025-05-01
or
GET /backfill?start=2025-01-01&end=2025-05-25
endpoint would be useful.
6.
sleep_processing.py
is never used
sleep_processing.py
sleep_processing.py
is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a
/sleep-processed
endpoint or removed.
Data Model Gaps
Data Model Gaps
7. Sleep model loses detail
models.py:6-13
models.py:6-13
— the
Sleep
table only stores
start
,
end
,
duration_minutes
. It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.
sleep_processing.py
already parses all of this.
8.
HeartRate
rows volume
Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.
Code Quality
Code Quality
9. Session management is fragile
main.py:35-44
main.py:35-44
—
get_client()
re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on
401
errors.
10.
demo.py
depends on
readchar
not in
requirements.txt
requirements.txt
requirements.txt
—
demo.py
imports
readchar
which isn't listed, so
pip install -r requirements.txt
won't cover it. Either add it or keep a separate
requirements-dev.txt
.
Summary:
The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in
sleep_processing.py
for richer data, and (4) add a backfill endpoint for historical data.
Message actions
.env
.env
is there some UI. what is the database and what data are stored?
Thinking
Thinking
Bash
Check if garmin containers are running...
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0
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2026-05-26T18:03:12.906148+00:00
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/Users/lukas/.screenpipe/data/data/2026-05-26/1779 /Users/lukas/.screenpipe/data/data/2026-05-26/1779818592906_m1.jpg...
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Code
|
Review project and plan … — garmin-connector [SSH: Review project and plan … — garmin-connector [SSH: nas]...
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Search (⇧⌘F)
Source Control (⌃⇧G)
Run and Debug (⇧⌘D)
Remote Explorer
Extensions (⇧⌘X) - 2 require update
2
Claude Code
Containers
EXPLORER
EXPLORER
Explorer Section: garmin-connector [SSH: nas]
Explorer Section: garmin-connector [SSH: nas]
GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
Dockerfile
main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
.env, preview, Editor Group 1
.env
.env
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
Problems (⇧⌘M)
PROBLEMS
Output (⇧⌘U)
OUTPUT
Debug Console (⇧⌘Y)
DEBUG CONSOLE
Terminal (⌃`)
TERMINAL
Ports
PORTS
Terminal 5, bash Use ⌥F1 for terminal accessibility help
Terminal input
remote SSH: nas
SSH: nas
No Problems
0
0
No Ports Forwarded
0
Notifications
Copilot status
Info: Downloading VS Code Server...
Command Succeeded
Review project and plan improvements
Session history
New session
Message actions
demo.py
demo.py
review the project and let me knwo how cna I use it. GIve overview of the service and suggestions o nhe improvements
Thinking
Thinking
Let me explore the project structure first.
Bash
List all files in garmin-connector project
IN
find /volume2/docker/garmin-connector -type f | sort
Copy code to clipboard
OUT
/volume2/docker/garmin-connector/db.py
/volume2/docker/garmin-connector/demo.py
/volume2/docker/garmin-connector/docker-compose.yml
/volume2/docker/garmin-connector/Dockerfile
/volume2/docker/garmin-connector/.env
/volume2/docker/garmin-connector/examples/sleep_data_example.json
/volume2/docker/garmin-connector/main.py
/volume2/docker/garmin-connector/models.py
/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc
/volume2/docker/garmin-connector/python-garminconnect-testing.md
/volume2/docker/garmin-connector/README.md
/volume2/docker/garmin-connector/requirements.txt
/volume2/docker/garmin-connector/sleep_processing.py
Read
README.md
README.md
Read
main.py
main.py
Read
docker-compose.yml
docker-compose.yml
Read
models.py
models.py
Read
db.py
db.py
Read
sleep_processing.py
sleep_processing.py
,
demo.py
demo.py
Thinking
Thinking
Read
requirements.txt
requirements.txt
Read
.env
.env
Thinking
Thinking
Now I have a complete picture of this project. Here's the full overview:
Service Overview
Service Overview
This is a
Garmin Connect data pipeline
— a FastAPI service that:
Authenticates to Garmin Connect using your credentials
Fetches health/fitness data (sleep, steps, heart rate) via the unofficial
garminconnect
Python library
Stores it in a local PostgreSQL database
Runs on Docker (port
8007
)
Architecture
Architecture
Copy code to clipboard
Docker
├── garmin-api (FastAPI, port 8007)
│ ├── Daily scheduler (currently 15:25 UTC)
│ └── REST endpoints
└── garmin-db (PostgreSQL, port 5436)
How to Use
How to Use
Start it:
Copy code to clipboard
cd /volume2/docker/garmin-connector
docker-compose up -d
Available endpoints:
Endpoint
Description
GET /fetch-today
Fetch today's sleep, steps & HR and store in DB
GET /sleep-raw?date_str=2025-05-20
Get raw Garmin sleep payload (not stored)
GET /garmin-methods
List all available Garmin
get_*
methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Call any Garmin getter by name
Endpoint
GET /fetch-today
GET /sleep-raw?date_str=2025-05-20
GET /garmin-methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Description
Fetch today's sleep, steps & HR and store in DB
Get raw Garmin sleep payload (not stored)
List all available Garmin
get_*
methods
Call any Garmin getter by name
Endpoint
Description
Interactive demo script
(
demo.py
demo.py
) is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):
Copy code to clipboard
pip install garminconnect readchar requests
python demo.py
Issues & Improvement Suggestions
Issues & Improvement Suggestions
Critical
Critical
1. Credentials exposed in
.env
Your Garmin password is stored in plaintext in
.env
.env
— add
.env
to
.gitignore
immediately if this repo is ever pushed to git.
2. Duplicate data on repeated runs
main.py:58-93
main.py:58-93
—
fetch_and_store()
blindly
db.add()
s every time it runs. Calling
/fetch-today
twice creates duplicate rows for the same date. You need an upsert pattern (
ON CONFLICT DO UPDATE
or check-before-insert).
3. Scheduler time comment is wrong
main.py:101-103
main.py:101-103
— the code schedules at
hour=15, minute=25
but the comment says "03:00". Pick one and fix both.
Missing Functionality
Missing Functionality
4. No read endpoints for stored DB data
There are no
GET /sleep
,
GET /steps
,
GET /heartrate
endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.
5. No backfill endpoint
There's no way to fetch and store data for a past date range via the API. A
GET /fetch?date=2025-05-01
or
GET /backfill?start=2025-01-01&end=2025-05-25
endpoint would be useful.
6.
sleep_processing.py
is never used
sleep_processing.py
sleep_processing.py
is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a
/sleep-processed
endpoint or removed.
Data Model Gaps
Data Model Gaps
7. Sleep model loses detail
models.py:6-13
models.py:6-13
— the
Sleep
table only stores
start
,
end
,
duration_minutes
. It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.
sleep_processing.py
already parses all of this.
8.
HeartRate
rows volume
Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.
Code Quality
Code Quality
9. Session management is fragile
main.py:35-44
main.py:35-44
—
get_client()
re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on
401
errors.
10.
demo.py
depends on
readchar
not in
requirements.txt
requirements.txt
requirements.txt
—
demo.py
imports
readchar
which isn't listed, so
pip install -r requirements.txt
won't cover it. Either add it or keep a separate
requirements-dev.txt
.
Summary:
The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in
sleep_processing.py
for richer data, and (4) add a backfill endpoint for historical data.
Message actions
.env
.env
is there some UI. what is the database and what data are stored?
Thinking
Thinking
Bash
Check if garmin containers are running
IN
docker ps --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check all garmin containers including stopped ones
IN
docker ps -a --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
List all Docker containers
IN
docker ps -a 2>/dev/null | head -20
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check Docker availability
IN
docker info 2>&1 | head -5
Copy code to clipboard
OUT
Client: Docker Engine - Community
Version: 26.1.0
Context: default
Debug Mode: false
Plugins:
Bash
List all containers with names and status
IN
docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null
Copy code to clipboard
OUT
Exit code 1
Bash
List Docker contexts
IN
docker context ls 2>&1
Copy code to clipboard
OUT
NAME DESCRIPTION DOCKER ENDPOINT ERROR
default * Current DOCKER_HOST based configuration unix:///var/run/docker.sock
Bash
List all containers with sudo
IN
sudo docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | head -30
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check docker socket and current user groups
IN
ls /var/run/docker.sock 2>&1 && groups 2>&1
Copy code to clipboard
OUT
/var/run/docker.sock
admin users ughomeusers Media Social
Bash
Try docker ps with explicit socket
IN
DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20
Copy code to clipboard
OUT
permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get "http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1": dial unix /var/run/docker.sock: connect: permission denied
Thinking
Thinking
Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.
UI
UI
Only FastAPI's built-in Swagger UI
— no custom frontend exists.
Once the service is running, open in browser:
http://<your-nas-ip>:8007/docs
— interactive Swagger UI, lets you call all endpoints
http://<your-nas-ip>:8007/redoc
— alternative docs view
That's the only UI. There's no dashboard, no charts, no frontend.
Database
Database
PostgreSQL
(
garmin-db
, exposed on port
5436
).
Three tables, defined in
models.py
models.py
:
sleep
sleep
Column
Type
Notes
id
Integer PK
date
Date
start
String
GMT timestamp (stored as raw string from Garmin)
end
String
GMT timestamp
duration_minutes
Integer
sleepTimeSeconds / 60
Column
id
date
start
end
duration_minutes...
|
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GIve overview of the service and suggestions o nhe improvements","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Thinking","depth":6,"on_screen":false,"role_description":"disclosure triangle","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"Thinking","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Let me explore the project structure first.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"List all files in garmin-connector project","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"find /volume2/docker/garmin-connector -type f | 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Here's the full overview:","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Service Overview","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Service Overview","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"This is a","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Garmin Connect data pipeline","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— a FastAPI service that:","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Authenticates to Garmin Connect using your credentials","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Fetches health/fitness data (sleep, steps, heart rate) via the unofficial","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"garminconnect","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Python library","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Stores it in a local PostgreSQL database","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Runs on Docker (port","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"8007","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":")","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Architecture","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Architecture","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":6,"on_screen":false,"help_text":"Copy 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-d","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Available endpoints:","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Endpoint","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Description","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GET /fetch-today","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Fetch today's sleep, steps & HR and store in DB","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GET /sleep-raw?date_str=2025-05-20","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Get raw Garmin sleep payload (not stored)","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GET /garmin-methods","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"List all 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denied","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Thinking","depth":6,"on_screen":false,"role_description":"disclosure triangle","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"Thinking","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"UI","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"UI","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Only FastAPI's built-in Swagger UI","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— no custom frontend exists.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Once the service is running, open in browser:","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"http://<your-nas-ip>:8007/docs","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— interactive Swagger UI, lets you call all endpoints","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"http://<your-nas-ip>:8007/redoc","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— alternative docs view","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"That's the only UI. There's no dashboard, no charts, no frontend.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Database","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Database","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"PostgreSQL","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"(","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"garmin-db","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":", exposed on port","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"5436","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":").","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Three tables, defined in","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"models.py","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"models.py","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":":","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"sleep","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"sleep","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Notes","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"id","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer PK","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"date","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Date","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"start","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"String","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GMT timestamp (stored as raw string from Garmin)","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"end","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"String","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GMT timestamp","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"duration_minutes","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"sleepTimeSeconds / 60","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"id","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"date","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"start","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"end","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"duration_minutes","depth":9,"on_screen":false,"role_description":"text"}]...
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-5923753251733338609
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Explorer (⇧⌘E)
Search (⇧⌘F)
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Claude Code
Containers
EXPLORER
EXPLORER
Explorer Section: garmin-connector [SSH: nas]
Explorer Section: garmin-connector [SSH: nas]
GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
Dockerfile
main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
.env, preview, Editor Group 1
.env
.env
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
Problems (⇧⌘M)
PROBLEMS
Output (⇧⌘U)
OUTPUT
Debug Console (⇧⌘Y)
DEBUG CONSOLE
Terminal (⌃`)
TERMINAL
Ports
PORTS
Terminal 5, bash Use ⌥F1 for terminal accessibility help
Terminal input
remote SSH: nas
SSH: nas
No Problems
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0
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Command Succeeded
Review project and plan improvements
Session history
New session
Message actions
demo.py
demo.py
review the project and let me knwo how cna I use it. GIve overview of the service and suggestions o nhe improvements
Thinking
Thinking
Let me explore the project structure first.
Bash
List all files in garmin-connector project
IN
find /volume2/docker/garmin-connector -type f | sort
Copy code to clipboard
OUT
/volume2/docker/garmin-connector/db.py
/volume2/docker/garmin-connector/demo.py
/volume2/docker/garmin-connector/docker-compose.yml
/volume2/docker/garmin-connector/Dockerfile
/volume2/docker/garmin-connector/.env
/volume2/docker/garmin-connector/examples/sleep_data_example.json
/volume2/docker/garmin-connector/main.py
/volume2/docker/garmin-connector/models.py
/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc
/volume2/docker/garmin-connector/python-garminconnect-testing.md
/volume2/docker/garmin-connector/README.md
/volume2/docker/garmin-connector/requirements.txt
/volume2/docker/garmin-connector/sleep_processing.py
Read
README.md
README.md
Read
main.py
main.py
Read
docker-compose.yml
docker-compose.yml
Read
models.py
models.py
Read
db.py
db.py
Read
sleep_processing.py
sleep_processing.py
,
demo.py
demo.py
Thinking
Thinking
Read
requirements.txt
requirements.txt
Read
.env
.env
Thinking
Thinking
Now I have a complete picture of this project. Here's the full overview:
Service Overview
Service Overview
This is a
Garmin Connect data pipeline
— a FastAPI service that:
Authenticates to Garmin Connect using your credentials
Fetches health/fitness data (sleep, steps, heart rate) via the unofficial
garminconnect
Python library
Stores it in a local PostgreSQL database
Runs on Docker (port
8007
)
Architecture
Architecture
Copy code to clipboard
Docker
├── garmin-api (FastAPI, port 8007)
│ ├── Daily scheduler (currently 15:25 UTC)
│ └── REST endpoints
└── garmin-db (PostgreSQL, port 5436)
How to Use
How to Use
Start it:
Copy code to clipboard
cd /volume2/docker/garmin-connector
docker-compose up -d
Available endpoints:
Endpoint
Description
GET /fetch-today
Fetch today's sleep, steps & HR and store in DB
GET /sleep-raw?date_str=2025-05-20
Get raw Garmin sleep payload (not stored)
GET /garmin-methods
List all available Garmin
get_*
methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Call any Garmin getter by name
Endpoint
GET /fetch-today
GET /sleep-raw?date_str=2025-05-20
GET /garmin-methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Description
Fetch today's sleep, steps & HR and store in DB
Get raw Garmin sleep payload (not stored)
List all available Garmin
get_*
methods
Call any Garmin getter by name
Endpoint
Description
Interactive demo script
(
demo.py
demo.py
) is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):
Copy code to clipboard
pip install garminconnect readchar requests
python demo.py
Issues & Improvement Suggestions
Issues & Improvement Suggestions
Critical
Critical
1. Credentials exposed in
.env
Your Garmin password is stored in plaintext in
.env
.env
— add
.env
to
.gitignore
immediately if this repo is ever pushed to git.
2. Duplicate data on repeated runs
main.py:58-93
main.py:58-93
—
fetch_and_store()
blindly
db.add()
s every time it runs. Calling
/fetch-today
twice creates duplicate rows for the same date. You need an upsert pattern (
ON CONFLICT DO UPDATE
or check-before-insert).
3. Scheduler time comment is wrong
main.py:101-103
main.py:101-103
— the code schedules at
hour=15, minute=25
but the comment says "03:00". Pick one and fix both.
Missing Functionality
Missing Functionality
4. No read endpoints for stored DB data
There are no
GET /sleep
,
GET /steps
,
GET /heartrate
endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.
5. No backfill endpoint
There's no way to fetch and store data for a past date range via the API. A
GET /fetch?date=2025-05-01
or
GET /backfill?start=2025-01-01&end=2025-05-25
endpoint would be useful.
6.
sleep_processing.py
is never used
sleep_processing.py
sleep_processing.py
is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a
/sleep-processed
endpoint or removed.
Data Model Gaps
Data Model Gaps
7. Sleep model loses detail
models.py:6-13
models.py:6-13
— the
Sleep
table only stores
start
,
end
,
duration_minutes
. It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.
sleep_processing.py
already parses all of this.
8.
HeartRate
rows volume
Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.
Code Quality
Code Quality
9. Session management is fragile
main.py:35-44
main.py:35-44
—
get_client()
re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on
401
errors.
10.
demo.py
depends on
readchar
not in
requirements.txt
requirements.txt
requirements.txt
—
demo.py
imports
readchar
which isn't listed, so
pip install -r requirements.txt
won't cover it. Either add it or keep a separate
requirements-dev.txt
.
Summary:
The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in
sleep_processing.py
for richer data, and (4) add a backfill endpoint for historical data.
Message actions
.env
.env
is there some UI. what is the database and what data are stored?
Thinking
Thinking
Bash
Check if garmin containers are running
IN
docker ps --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check all garmin containers including stopped ones
IN
docker ps -a --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
List all Docker containers
IN
docker ps -a 2>/dev/null | head -20
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check Docker availability
IN
docker info 2>&1 | head -5
Copy code to clipboard
OUT
Client: Docker Engine - Community
Version: 26.1.0
Context: default
Debug Mode: false
Plugins:
Bash
List all containers with names and status
IN
docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null
Copy code to clipboard
OUT
Exit code 1
Bash
List Docker contexts
IN
docker context ls 2>&1
Copy code to clipboard
OUT
NAME DESCRIPTION DOCKER ENDPOINT ERROR
default * Current DOCKER_HOST based configuration unix:///var/run/docker.sock
Bash
List all containers with sudo
IN
sudo docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | head -30
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check docker socket and current user groups
IN
ls /var/run/docker.sock 2>&1 && groups 2>&1
Copy code to clipboard
OUT
/var/run/docker.sock
admin users ughomeusers Media Social
Bash
Try docker ps with explicit socket
IN
DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20
Copy code to clipboard
OUT
permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get "http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1": dial unix /var/run/docker.sock: connect: permission denied
Thinking
Thinking
Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.
UI
UI
Only FastAPI's built-in Swagger UI
— no custom frontend exists.
Once the service is running, open in browser:
http://<your-nas-ip>:8007/docs
— interactive Swagger UI, lets you call all endpoints
http://<your-nas-ip>:8007/redoc
— alternative docs view
That's the only UI. There's no dashboard, no charts, no frontend.
Database
Database
PostgreSQL
(
garmin-db
, exposed on port
5436
).
Three tables, defined in
models.py
models.py
:
sleep
sleep
Column
Type
Notes
id
Integer PK
date
Date
start
String
GMT timestamp (stored as raw string from Garmin)
end
String
GMT timestamp
duration_minutes
Integer
sleepTimeSeconds / 60
Column
id
date
start
end
duration_minutes...
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/Users/lukas/.screenpipe/data/data/2026-05-26/1779 /Users/lukas/.screenpipe/data/data/2026-05-26/1779818593011_m2.jpg...
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Code
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Review project and plan … — garmin-connector [SSH: Review project and plan … — garmin-connector [SSH: nas]...
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Explorer (⇧⌘E)
Search (⇧⌘F)
Source Control (⌃⇧ Explorer (⇧⌘E)
Search (⇧⌘F)
Source Control (⌃⇧G)
Run and Debug (⇧⌘D)
Remote Explorer
Extensions (⇧⌘X) - 2 require update
2
Claude Code
Containers
EXPLORER
EXPLORER
Explorer Section: garmin-connector [SSH: nas]
Explorer Section: garmin-connector [SSH: nas]
GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
Dockerfile
main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
.env, preview, Editor Group 1
.env
.env
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
Problems (⇧⌘M)
PROBLEMS
Output (⇧⌘U)
OUTPUT
Debug Console (⇧⌘Y)
DEBUG CONSOLE
Terminal (⌃`)
TERMINAL
Ports
PORTS
Terminal 5, bash Use ⌥F1 for terminal accessibility help
Terminal input
remote SSH: nas
SSH: nas
No Problems
0
0
No Ports Forwarded
0
Notifications
Copilot status
Info: Downloading VS Code Server...
Command Succeeded
Review project and plan improvements
Session history
New session
Message actions
demo.py
demo.py
review the project and let me knwo how cna I use it. GIve overview of the service and suggestions o nhe improvements
Thinking
Thinking
Let me explore the project structure first.
Bash
List all files in garmin-connector project
IN
find /volume2/docker/garmin-connector -type f | sort
Copy code to clipboard
OUT
/volume2/docker/garmin-connector/db.py
/volume2/docker/garmin-connector/demo.py
/volume2/docker/garmin-connector/docker-compose.yml
/volume2/docker/garmin-connector/Dockerfile
/volume2/docker/garmin-connector/.env
/volume2/docker/garmin-connector/examples/sleep_data_example.json
/volume2/docker/garmin-connector/main.py
/volume2/docker/garmin-connector/models.py
/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc
/volume2/docker/garmin-connector/python-garminconnect-testing.md
/volume2/docker/garmin-connector/README.md
/volume2/docker/garmin-connector/requirements.txt
/volume2/docker/garmin-connector/sleep_processing.py
Read
README.md
README.md
Read
main.py
main.py
Read
docker-compose.yml
docker-compose.yml
Read
models.py
models.py
Read
db.py
db.py
Read
sleep_processing.py
sleep_processing.py
,
demo.py
demo.py
Thinking
Thinking
Read
requirements.txt
requirements.txt
Read
.env
.env
Thinking
Thinking
Now I have a complete picture of this project. Here's the full overview:
Service Overview
Service Overview
This is a
Garmin Connect data pipeline
— a FastAPI service that:
Authenticates to Garmin Connect using your credentials
Fetches health/fitness data (sleep, steps, heart rate) via the unofficial
garminconnect
Python library
Stores it in a local PostgreSQL database
Runs on Docker (port
8007
)
Architecture
Architecture
Copy code to clipboard
Docker
├── garmin-api (FastAPI, port 8007)
│ ├── Daily scheduler (currently 15:25 UTC)
│ └── REST endpoints
└── garmin-db (PostgreSQL, port 5436)
How to Use
How to Use
Start it:
Copy code to clipboard
cd /volume2/docker/garmin-connector
docker-compose up -d
Available endpoints:
Endpoint
Description
GET /fetch-today
Fetch today's sleep, steps & HR and store in DB
GET /sleep-raw?date_str=2025-05-20
Get raw Garmin sleep payload (not stored)
GET /garmin-methods
List all available Garmin
get_*
methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Call any Garmin getter by name
Endpoint
GET /fetch-today
GET /sleep-raw?date_str=2025-05-20
GET /garmin-methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Description
Fetch today's sleep, steps & HR and store in DB
Get raw Garmin sleep payload (not stored)
List all available Garmin
get_*
methods
Call any Garmin getter by name
Endpoint
Description
Interactive demo script
(
demo.py
demo.py
) is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):
Copy code to clipboard
pip install garminconnect readchar requests
python demo.py
Issues & Improvement Suggestions
Issues & Improvement Suggestions
Critical
Critical
1. Credentials exposed in
.env
Your Garmin password is stored in plaintext in
.env
.env
— add
.env
to
.gitignore
immediately if this repo is ever pushed to git.
2. Duplicate data on repeated runs
main.py:58-93
main.py:58-93
—
fetch_and_store()
blindly
db.add()
s every time it runs. Calling
/fetch-today
twice creates duplicate rows for the same date. You need an upsert pattern (
ON CONFLICT DO UPDATE
or check-before-insert).
3. Scheduler time comment is wrong
main.py:101-103
main.py:101-103
— the code schedules at
hour=15, minute=25
but the comment says "03:00". Pick one and fix both.
Missing Functionality
Missing Functionality
4. No read endpoints for stored DB data
There are no
GET /sleep
,
GET /steps
,
GET /heartrate
endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.
5. No backfill endpoint
There's no way to fetch and store data for a past date range via the API. A
GET /fetch?date=2025-05-01
or
GET /backfill?start=2025-01-01&end=2025-05-25
endpoint would be useful.
6.
sleep_processing.py
is never used
sleep_processing.py
sleep_processing.py
is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a
/sleep-processed
endpoint or removed.
Data Model Gaps
Data Model Gaps
7. Sleep model loses detail
models.py:6-13
models.py:6-13
— the
Sleep
table only stores
start
,
end
,
duration_minutes
. It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.
sleep_processing.py
already parses all of this.
8.
HeartRate
rows volume
Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.
Code Quality
Code Quality
9. Session management is fragile
main.py:35-44
main.py:35-44
—
get_client()
re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on
401
errors.
10.
demo.py
depends on
readchar
not in
requirements.txt
requirements.txt
requirements.txt
—
demo.py
imports
readchar
which isn't listed, so
pip install -r requirements.txt
won't cover it. Either add it or keep a separate
requirements-dev.txt
.
Summary:
The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in
sleep_processing.py
for richer data, and (4) add a backfill endpoint for historical data.
Message actions
.env
.env...
|
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Here's the full overview:","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Service Overview","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Service Overview","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"This is a","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Garmin Connect data pipeline","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— a FastAPI service that:","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Authenticates to Garmin Connect using your credentials","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Fetches health/fitness data (sleep, steps, heart rate) via the 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Run it separately (not inside Docker):","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":6,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"pip install garminconnect readchar requests\npython demo.py","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Issues & Improvement Suggestions","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Issues & Improvement Suggestions","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Critical","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Critical","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"1. Credentials exposed in","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":".env","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Your Garmin password is stored in plaintext in","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":".env","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":".env","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— add","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":".env","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"to","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":".gitignore","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"immediately if this repo is ever pushed to git.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"2. 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Sleep model loses detail","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"models.py:6-13","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"models.py:6-13","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— the","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Sleep","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"table only stores","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"start","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":",","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"end","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":",","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"duration_minutes","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":". It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"sleep_processing.py","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"already parses all of this.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"8.","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"HeartRate","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"rows volume","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Storing per-minute HR readings means ~1440 rows/day. 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Either add it or keep a separate","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"requirements-dev.txt","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":".","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Summary:","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"sleep_processing.py","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"for richer data, and (4) add a backfill endpoint for historical data.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Message actions","depth":7,"on_screen":false,"role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXButton","text":".env","depth":6,"on_screen":false,"role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":".env","depth":8,"on_screen":false,"role_description":"text"}]...
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9068237050623984301
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Explorer Section: garmin-connector [SSH: nas]
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GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
Dockerfile
main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
.env, preview, Editor Group 1
.env
.env
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
Problems (⇧⌘M)
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demo.py
demo.py
review the project and let me knwo how cna I use it. GIve overview of the service and suggestions o nhe improvements
Thinking
Thinking
Let me explore the project structure first.
Bash
List all files in garmin-connector project
IN
find /volume2/docker/garmin-connector -type f | sort
Copy code to clipboard
OUT
/volume2/docker/garmin-connector/db.py
/volume2/docker/garmin-connector/demo.py
/volume2/docker/garmin-connector/docker-compose.yml
/volume2/docker/garmin-connector/Dockerfile
/volume2/docker/garmin-connector/.env
/volume2/docker/garmin-connector/examples/sleep_data_example.json
/volume2/docker/garmin-connector/main.py
/volume2/docker/garmin-connector/models.py
/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc
/volume2/docker/garmin-connector/python-garminconnect-testing.md
/volume2/docker/garmin-connector/README.md
/volume2/docker/garmin-connector/requirements.txt
/volume2/docker/garmin-connector/sleep_processing.py
Read
README.md
README.md
Read
main.py
main.py
Read
docker-compose.yml
docker-compose.yml
Read
models.py
models.py
Read
db.py
db.py
Read
sleep_processing.py
sleep_processing.py
,
demo.py
demo.py
Thinking
Thinking
Read
requirements.txt
requirements.txt
Read
.env
.env
Thinking
Thinking
Now I have a complete picture of this project. Here's the full overview:
Service Overview
Service Overview
This is a
Garmin Connect data pipeline
— a FastAPI service that:
Authenticates to Garmin Connect using your credentials
Fetches health/fitness data (sleep, steps, heart rate) via the unofficial
garminconnect
Python library
Stores it in a local PostgreSQL database
Runs on Docker (port
8007
)
Architecture
Architecture
Copy code to clipboard
Docker
├── garmin-api (FastAPI, port 8007)
│ ├── Daily scheduler (currently 15:25 UTC)
│ └── REST endpoints
└── garmin-db (PostgreSQL, port 5436)
How to Use
How to Use
Start it:
Copy code to clipboard
cd /volume2/docker/garmin-connector
docker-compose up -d
Available endpoints:
Endpoint
Description
GET /fetch-today
Fetch today's sleep, steps & HR and store in DB
GET /sleep-raw?date_str=2025-05-20
Get raw Garmin sleep payload (not stored)
GET /garmin-methods
List all available Garmin
get_*
methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Call any Garmin getter by name
Endpoint
GET /fetch-today
GET /sleep-raw?date_str=2025-05-20
GET /garmin-methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Description
Fetch today's sleep, steps & HR and store in DB
Get raw Garmin sleep payload (not stored)
List all available Garmin
get_*
methods
Call any Garmin getter by name
Endpoint
Description
Interactive demo script
(
demo.py
demo.py
) is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):
Copy code to clipboard
pip install garminconnect readchar requests
python demo.py
Issues & Improvement Suggestions
Issues & Improvement Suggestions
Critical
Critical
1. Credentials exposed in
.env
Your Garmin password is stored in plaintext in
.env
.env
— add
.env
to
.gitignore
immediately if this repo is ever pushed to git.
2. Duplicate data on repeated runs
main.py:58-93
main.py:58-93
—
fetch_and_store()
blindly
db.add()
s every time it runs. Calling
/fetch-today
twice creates duplicate rows for the same date. You need an upsert pattern (
ON CONFLICT DO UPDATE
or check-before-insert).
3. Scheduler time comment is wrong
main.py:101-103
main.py:101-103
— the code schedules at
hour=15, minute=25
but the comment says "03:00". Pick one and fix both.
Missing Functionality
Missing Functionality
4. No read endpoints for stored DB data
There are no
GET /sleep
,
GET /steps
,
GET /heartrate
endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.
5. No backfill endpoint
There's no way to fetch and store data for a past date range via the API. A
GET /fetch?date=2025-05-01
or
GET /backfill?start=2025-01-01&end=2025-05-25
endpoint would be useful.
6.
sleep_processing.py
is never used
sleep_processing.py
sleep_processing.py
is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a
/sleep-processed
endpoint or removed.
Data Model Gaps
Data Model Gaps
7. Sleep model loses detail
models.py:6-13
models.py:6-13
— the
Sleep
table only stores
start
,
end
,
duration_minutes
. It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.
sleep_processing.py
already parses all of this.
8.
HeartRate
rows volume
Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.
Code Quality
Code Quality
9. Session management is fragile
main.py:35-44
main.py:35-44
—
get_client()
re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on
401
errors.
10.
demo.py
depends on
readchar
not in
requirements.txt
requirements.txt
requirements.txt
—
demo.py
imports
readchar
which isn't listed, so
pip install -r requirements.txt
won't cover it. Either add it or keep a separate
requirements-dev.txt
.
Summary:
The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in
sleep_processing.py
for richer data, and (4) add a backfill endpoint for historical data.
Message actions
.env
.env...
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Claude Code
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EXPLORER
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Explorer Section: garmin-connector [SSH: nas]
Explorer Section: garmin-connector [SSH: nas]
GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
Dockerfile
main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
.env, preview, Editor Group 1
.env
.env
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
Problems (⇧⌘M)
PROBLEMS
Output (⇧⌘U)
OUTPUT
Debug Console (⇧⌘Y)
DEBUG CONSOLE
Terminal (⌃`)
TERMINAL
Ports
PORTS
Terminal 5, bash Use ⌥F1 for terminal accessibility help
Terminal input
remote SSH: nas
SSH: nas
No Problems
0
0
No Ports Forwarded
0
Notifications
Copilot status
Info: Downloading VS Code Server...
Command Succeeded
Review project and plan improvements
Session history
New session
Message actions
demo.py
demo.py
review the project and let me knwo how cna I use it. GIve overview of the service and suggestions o nhe improvements
Thinking
Thinking
Let me explore the project structure first.
Bash
List all files in garmin-connector project
IN
find /volume2/docker/garmin-connector -type f | sort
Copy code to clipboard
OUT
/volume2/docker/garmin-connector/db.py
/volume2/docker/garmin-connector/demo.py
/volume2/docker/garmin-connector/docker-compose.yml
/volume2/docker/garmin-connector/Dockerfile
/volume2/docker/garmin-connector/.env
/volume2/docker/garmin-connector/examples/sleep_data_example.json
/volume2/docker/garmin-connector/main.py
/volume2/docker/garmin-connector/models.py
/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc
/volume2/docker/garmin-connector/python-garminconnect-testing.md
/volume2/docker/garmin-connector/README.md
/volume2/docker/garmin-connector/requirements.txt
/volume2/docker/garmin-connector/sleep_processing.py
Read
README.md
README.md
Read
main.py
main.py
Read
docker-compose.yml
docker-compose.yml
Read
models.py
models.py
Read
db.py
db.py
Read
sleep_processing.py
sleep_processing.py
,
demo.py
demo.py
Thinking
Thinking
Read
requirements.txt
requirements.txt
Read
.env
.env
Thinking
Thinking
Now I have a complete picture of this project. Here's the full overview:
Service Overview
Service Overview
This is a
Garmin Connect data pipeline
— a FastAPI service that:
Authenticates to Garmin Connect using your credentials
Fetches health/fitness data (sleep, steps, heart rate) via the unofficial
garminconnect
Python library
Stores it in a local PostgreSQL database
Runs on Docker (port
8007
)
Architecture
Architecture
Copy code to clipboard
Docker
├── garmin-api (FastAPI, port 8007)
│ ├── Daily scheduler (currently 15:25 UTC)
│ └── REST endpoints
└── garmin-db (PostgreSQL, port 5436)
How to Use
How to Use
Start it:
Copy code to clipboard
cd /volume2/docker/garmin-connector
docker-compose up -d
Available endpoints:
Endpoint
Description
GET /fetch-today
Fetch today's sleep, steps & HR and store in DB
GET /sleep-raw?date_str=2025-05-20
Get raw Garmin sleep payload (not stored)
GET /garmin-methods
List all available Garmin
get_*
methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Call any Garmin getter by name
Endpoint
GET /fetch-today
GET /sleep-raw?date_str=2025-05-20
GET /garmin-methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Description
Fetch today's sleep, steps & HR and store in DB
Get raw Garmin sleep payload (not stored)
List all available Garmin
get_*
methods
Call any Garmin getter by name
Endpoint
Description
Interactive demo script
(
demo.py
demo.py
) is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):
Copy code to clipboard
pip install garminconnect readchar requests
python demo.py
Issues & Improvement Suggestions
Issues & Improvement Suggestions
Critical
Critical
1. Credentials exposed in
.env
Your Garmin password is stored in plaintext in
.env
.env
— add
.env
to
.gitignore
immediately if this repo is ever pushed to git.
2. Duplicate data on repeated runs
main.py:58-93
main.py:58-93
—
fetch_and_store()
blindly
db.add()
s every time it runs. Calling
/fetch-today
twice creates duplicate rows for the same date. You need an upsert pattern (
ON CONFLICT DO UPDATE
or check-before-insert).
3. Scheduler time comment is wrong
main.py:101-103
main.py:101-103
— the code schedules at
hour=15, minute=25
but the comment says "03:00". Pick one and fix both.
Missing Functionality
Missing Functionality
4. No read endpoints for stored DB data
There are no
GET /sleep
,
GET /steps
,
GET /heartrate
endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.
5. No backfill endpoint
There's no way to fetch and store data for a past date range via the API. A
GET /fetch?date=2025-05-01
or
GET /backfill?start=2025-01-01&end=2025-05-25
endpoint would be useful.
6.
sleep_processing.py
is never used
sleep_processing.py
sleep_processing.py
is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a
/sleep-processed
endpoint or removed.
Data Model Gaps
Data Model Gaps
7. Sleep model loses detail
models.py:6-13
models.py:6-13
— the
Sleep
table only stores
start
,
end
,
duration_minutes
. It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.
sleep_processing.py
already parses all of this.
8.
HeartRate
rows volume
Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.
Code Quality
Code Quality
9. Session management is fragile
main.py:35-44
main.py:35-44
—
get_client()
re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on
401
errors.
10.
demo.py
depends on
readchar
not in
requirements.txt
requirements.txt
requirements.txt
—
demo.py
imports
readchar
which isn't listed, so
pip install -r requirements.txt
won't cover it. Either add it or keep a separate
requirements-dev.txt
.
Summary:
The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in
sleep_processing.py
for richer data, and (4) add a backfill endpoint for historical data.
Message actions
.env
.env
is there some UI. what is the database and what data are stored?
Thinking
Thinking
Bash
Check if garmin containers are running
IN
docker ps --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
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OUT
(Bash completed with no output)
Bash
Check all garmin containers including stopped ones
IN
docker ps -a --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
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OUT
(Bash completed with no output)
Bash
List all Docker containers
IN
docker ps -a 2>/dev/null | head -20
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OUT
(Bash completed with no output)
Bash
Check Docker availability
IN
docker info 2>&1 | head -5
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OUT
Client: Docker Engine - Community
Version: 26.1.0
Context: default
Debug Mode: false
Plugins:
Bash
List all containers with names and status
IN
docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null
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OUT
Exit code 1
Bash
List Docker contexts
IN
docker context ls 2>&1
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OUT
NAME DESCRIPTION DOCKER ENDPOINT ERROR
default * Current DOCKER_HOST based configuration unix:///var/run/docker.sock
Bash
List all containers with sudo
IN
sudo docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | head -30
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OUT
(Bash completed with no output)
Bash
Check docker socket and current user groups
IN
ls /var/run/docker.sock 2>&1 && groups 2>&1
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OUT
/var/run/docker.sock
admin users ughomeusers Media Social
Bash
Try docker ps with explicit socket
IN
DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20
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OUT
permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get "http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1": dial unix /var/run/docker.sock: connect: permission denied
Thinking
Thinking
Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.
UI
UI
Only FastAPI's built-in Swagger UI
— no custom frontend exists.
Once the service is running, open in browser:
http://<your-nas-ip>:8007/docs
— interactive Swagger UI, lets you call all endpoints
http://<your-nas-ip>:8007/redoc
— alternative docs view
That's the only UI. There's no dashboard, no charts, no frontend.
Database
Database
PostgreSQL
(
garmin-db
, exposed on port
5436
).
Three tables, defined in
models.py
models.py
:
sleep
sleep
Column
Type
Notes
id
Integer PK
date
Date
start
String
GMT timestamp (stored as raw string from Garmin)
end
String
GMT timestamp
duration_minutes
Integer
sleepTimeSeconds / 60
Column
id
date
start
end
duration_minutes
Type
Integer PK
Date
String
String
Integer
Notes
GMT timestamp (stored as raw string from Garmin)
GMT timestamp
sleepTimeSeconds / 60
Column
Type
Notes
steps
steps
Column
Type
Notes
id
Integer PK...
|
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Run it separately (not inside Docker):","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":6,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"pip install garminconnect readchar requests\npython demo.py","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Issues & Improvement Suggestions","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Issues & Improvement Suggestions","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Critical","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Critical","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"1. 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groups","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"ls /var/run/docker.sock 2>&1 && groups 2>&1","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"/var/run/docker.sock\nadmin users ughomeusers Media Social","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Try docker ps with explicit socket","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get \"http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1\": dial unix /var/run/docker.sock: connect: permission denied","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Thinking","depth":6,"on_screen":false,"role_description":"disclosure triangle","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"Thinking","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"UI","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"UI","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Only FastAPI's built-in Swagger UI","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— no custom frontend exists.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Once the service is running, open in browser:","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"http://<your-nas-ip>:8007/docs","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— interactive Swagger UI, lets you call all endpoints","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"http://<your-nas-ip>:8007/redoc","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— alternative docs view","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"That's the only UI. There's no dashboard, no charts, no frontend.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Database","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Database","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"PostgreSQL","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"(","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"garmin-db","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":", exposed on port","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"5436","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":").","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Three tables, defined in","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"models.py","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"models.py","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":":","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"sleep","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"sleep","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Notes","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"id","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer PK","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"date","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Date","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"start","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"String","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GMT timestamp (stored as raw string from Garmin)","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"end","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"String","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GMT timestamp","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"duration_minutes","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"sleepTimeSeconds / 60","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"id","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"date","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"start","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"end","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"duration_minutes","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer PK","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Date","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"String","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"String","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Notes","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GMT timestamp (stored as raw string from Garmin)","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GMT timestamp","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"sleepTimeSeconds / 60","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Notes","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"steps","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"steps","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Notes","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"id","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer PK","depth":8,"on_screen":false,"role_description":"text"}]...
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Explorer (⇧⌘E)
Search (⇧⌘F)
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Claude Code
Containers
EXPLORER
EXPLORER
Explorer Section: garmin-connector [SSH: nas]
Explorer Section: garmin-connector [SSH: nas]
GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
Dockerfile
main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
.env, preview, Editor Group 1
.env
.env
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
Problems (⇧⌘M)
PROBLEMS
Output (⇧⌘U)
OUTPUT
Debug Console (⇧⌘Y)
DEBUG CONSOLE
Terminal (⌃`)
TERMINAL
Ports
PORTS
Terminal 5, bash Use ⌥F1 for terminal accessibility help
Terminal input
remote SSH: nas
SSH: nas
No Problems
0
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0
Notifications
Copilot status
Info: Downloading VS Code Server...
Command Succeeded
Review project and plan improvements
Session history
New session
Message actions
demo.py
demo.py
review the project and let me knwo how cna I use it. GIve overview of the service and suggestions o nhe improvements
Thinking
Thinking
Let me explore the project structure first.
Bash
List all files in garmin-connector project
IN
find /volume2/docker/garmin-connector -type f | sort
Copy code to clipboard
OUT
/volume2/docker/garmin-connector/db.py
/volume2/docker/garmin-connector/demo.py
/volume2/docker/garmin-connector/docker-compose.yml
/volume2/docker/garmin-connector/Dockerfile
/volume2/docker/garmin-connector/.env
/volume2/docker/garmin-connector/examples/sleep_data_example.json
/volume2/docker/garmin-connector/main.py
/volume2/docker/garmin-connector/models.py
/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc
/volume2/docker/garmin-connector/python-garminconnect-testing.md
/volume2/docker/garmin-connector/README.md
/volume2/docker/garmin-connector/requirements.txt
/volume2/docker/garmin-connector/sleep_processing.py
Read
README.md
README.md
Read
main.py
main.py
Read
docker-compose.yml
docker-compose.yml
Read
models.py
models.py
Read
db.py
db.py
Read
sleep_processing.py
sleep_processing.py
,
demo.py
demo.py
Thinking
Thinking
Read
requirements.txt
requirements.txt
Read
.env
.env
Thinking
Thinking
Now I have a complete picture of this project. Here's the full overview:
Service Overview
Service Overview
This is a
Garmin Connect data pipeline
— a FastAPI service that:
Authenticates to Garmin Connect using your credentials
Fetches health/fitness data (sleep, steps, heart rate) via the unofficial
garminconnect
Python library
Stores it in a local PostgreSQL database
Runs on Docker (port
8007
)
Architecture
Architecture
Copy code to clipboard
Docker
├── garmin-api (FastAPI, port 8007)
│ ├── Daily scheduler (currently 15:25 UTC)
│ └── REST endpoints
└── garmin-db (PostgreSQL, port 5436)
How to Use
How to Use
Start it:
Copy code to clipboard
cd /volume2/docker/garmin-connector
docker-compose up -d
Available endpoints:
Endpoint
Description
GET /fetch-today
Fetch today's sleep, steps & HR and store in DB
GET /sleep-raw?date_str=2025-05-20
Get raw Garmin sleep payload (not stored)
GET /garmin-methods
List all available Garmin
get_*
methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Call any Garmin getter by name
Endpoint
GET /fetch-today
GET /sleep-raw?date_str=2025-05-20
GET /garmin-methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Description
Fetch today's sleep, steps & HR and store in DB
Get raw Garmin sleep payload (not stored)
List all available Garmin
get_*
methods
Call any Garmin getter by name
Endpoint
Description
Interactive demo script
(
demo.py
demo.py
) is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):
Copy code to clipboard
pip install garminconnect readchar requests
python demo.py
Issues & Improvement Suggestions
Issues & Improvement Suggestions
Critical
Critical
1. Credentials exposed in
.env
Your Garmin password is stored in plaintext in
.env
.env
— add
.env
to
.gitignore
immediately if this repo is ever pushed to git.
2. Duplicate data on repeated runs
main.py:58-93
main.py:58-93
—
fetch_and_store()
blindly
db.add()
s every time it runs. Calling
/fetch-today
twice creates duplicate rows for the same date. You need an upsert pattern (
ON CONFLICT DO UPDATE
or check-before-insert).
3. Scheduler time comment is wrong
main.py:101-103
main.py:101-103
— the code schedules at
hour=15, minute=25
but the comment says "03:00". Pick one and fix both.
Missing Functionality
Missing Functionality
4. No read endpoints for stored DB data
There are no
GET /sleep
,
GET /steps
,
GET /heartrate
endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.
5. No backfill endpoint
There's no way to fetch and store data for a past date range via the API. A
GET /fetch?date=2025-05-01
or
GET /backfill?start=2025-01-01&end=2025-05-25
endpoint would be useful.
6.
sleep_processing.py
is never used
sleep_processing.py
sleep_processing.py
is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a
/sleep-processed
endpoint or removed.
Data Model Gaps
Data Model Gaps
7. Sleep model loses detail
models.py:6-13
models.py:6-13
— the
Sleep
table only stores
start
,
end
,
duration_minutes
. It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.
sleep_processing.py
already parses all of this.
8.
HeartRate
rows volume
Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.
Code Quality
Code Quality
9. Session management is fragile
main.py:35-44
main.py:35-44
—
get_client()
re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on
401
errors.
10.
demo.py
depends on
readchar
not in
requirements.txt
requirements.txt
requirements.txt
—
demo.py
imports
readchar
which isn't listed, so
pip install -r requirements.txt
won't cover it. Either add it or keep a separate
requirements-dev.txt
.
Summary:
The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in
sleep_processing.py
for richer data, and (4) add a backfill endpoint for historical data.
Message actions
.env
.env
is there some UI. what is the database and what data are stored?
Thinking
Thinking
Bash
Check if garmin containers are running
IN
docker ps --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check all garmin containers including stopped ones
IN
docker ps -a --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
List all Docker containers
IN
docker ps -a 2>/dev/null | head -20
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check Docker availability
IN
docker info 2>&1 | head -5
Copy code to clipboard
OUT
Client: Docker Engine - Community
Version: 26.1.0
Context: default
Debug Mode: false
Plugins:
Bash
List all containers with names and status
IN
docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null
Copy code to clipboard
OUT
Exit code 1
Bash
List Docker contexts
IN
docker context ls 2>&1
Copy code to clipboard
OUT
NAME DESCRIPTION DOCKER ENDPOINT ERROR
default * Current DOCKER_HOST based configuration unix:///var/run/docker.sock
Bash
List all containers with sudo
IN
sudo docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | head -30
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check docker socket and current user groups
IN
ls /var/run/docker.sock 2>&1 && groups 2>&1
Copy code to clipboard
OUT
/var/run/docker.sock
admin users ughomeusers Media Social
Bash
Try docker ps with explicit socket
IN
DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20
Copy code to clipboard
OUT
permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get "http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1": dial unix /var/run/docker.sock: connect: permission denied
Thinking
Thinking
Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.
UI
UI
Only FastAPI's built-in Swagger UI
— no custom frontend exists.
Once the service is running, open in browser:
http://<your-nas-ip>:8007/docs
— interactive Swagger UI, lets you call all endpoints
http://<your-nas-ip>:8007/redoc
— alternative docs view
That's the only UI. There's no dashboard, no charts, no frontend.
Database
Database
PostgreSQL
(
garmin-db
, exposed on port
5436
).
Three tables, defined in
models.py
models.py
:
sleep
sleep
Column
Type
Notes
id
Integer PK
date
Date
start
String
GMT timestamp (stored as raw string from Garmin)
end
String
GMT timestamp
duration_minutes
Integer
sleepTimeSeconds / 60
Column
id
date
start
end
duration_minutes
Type
Integer PK
Date
String
String
Integer
Notes
GMT timestamp (stored as raw string from Garmin)
GMT timestamp
sleepTimeSeconds / 60
Column
Type
Notes
steps
steps
Column
Type
Notes
id
Integer PK...
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Code
|
Review project and plan … — garmin-connector [SSH: Review project and plan … — garmin-connector [SSH: nas]...
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Search (⇧⌘F)
Source Control (⌃⇧G)
Run and Debug (⇧⌘D)
Remote Explorer
Extensions (⇧⌘X) - 2 require update
2
Claude Code
Containers
EXPLORER
EXPLORER
Explorer Section: garmin-connector [SSH: nas]
Explorer Section: garmin-connector [SSH: nas]
GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
Dockerfile
main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
.env, preview, Editor Group 1
.env
.env
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
Problems (⇧⌘M)
PROBLEMS
Output (⇧⌘U)
OUTPUT
Debug Console (⇧⌘Y)
DEBUG CONSOLE
Terminal (⌃`)
TERMINAL
Ports
PORTS
Terminal 5, bash Use ⌥F1 for terminal accessibility help
Terminal input
remote SSH: nas
SSH: nas
No Problems
0
0
No Ports Forwarded
0
Notifications
Copilot status
Info: Downloading VS Code Server...
Command Succeeded
Review project and plan improvements
Session history
New session
Message actions
demo.py
demo.py
review the project and let me knwo how cna I use it. GIve overview of the service and suggestions o nhe improvements
Thinking
Thinking
Let me explore the project structure first.
Bash
List all files in garmin-connector project
IN
find /volume2/docker/garmin-connector -type f | sort
Copy code to clipboard
OUT
/volume2/docker/garmin-connector/db.py
/volume2/docker/garmin-connector/demo.py
/volume2/docker/garmin-connector/docker-compose.yml
/volume2/docker/garmin-connector/Dockerfile
/volume2/docker/garmin-connector/.env
/volume2/docker/garmin-connector/examples/sleep_data_example.json
/volume2/docker/garmin-connector/main.py
/volume2/docker/garmin-connector/models.py
/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc
/volume2/docker/garmin-connector/python-garminconnect-testing.md
/volume2/docker/garmin-connector/README.md
/volume2/docker/garmin-connector/requirements.txt
/volume2/docker/garmin-connector/sleep_processing.py
Read
README.md
README.md
Read
main.py
main.py
Read
docker-compose.yml
docker-compose.yml
Read
models.py
models.py
Read
db.py
db.py
Read
sleep_processing.py
sleep_processing.py
,
demo.py
demo.py
Thinking
Thinking
Read
requirements.txt
requirements.txt
Read
.env
.env
Thinking
Thinking
Now I have a complete picture of this project. Here's the full overview:
Service Overview
Service Overview
This is a
Garmin Connect data pipeline
— a FastAPI service that:
Authenticates to Garmin Connect using your credentials
Fetches health/fitness data (sleep, steps, heart rate) via the unofficial
garminconnect
Python library
Stores it in a local PostgreSQL database
Runs on Docker (port
8007
)
Architecture
Architecture
Copy code to clipboard
Docker
├── garmin-api (FastAPI, port 8007)
│ ├── Daily scheduler (currently 15:25 UTC)
│ └── REST endpoints
└── garmin-db (PostgreSQL, port 5436)
How to Use
How to Use
Start it:
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cd /volume2/docker/garmin-connector
docker-compose up -d
Available endpoints:
Endpoint
Description
GET /fetch-today
Fetch today's sleep, steps & HR and store in DB
GET /sleep-raw?date_str=2025-05-20
Get raw Garmin sleep payload (not stored)
GET /garmin-methods
List all available Garmin
get_*
methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Call any Garmin getter by name
Endpoint
GET /fetch-today
GET /sleep-raw?date_str=2025-05-20
GET /garmin-methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Description
Fetch today's sleep, steps & HR and store in DB
Get raw Garmin sleep payload (not stored)
List all available Garmin
get_*
methods
Call any Garmin getter by name
Endpoint
Description
Interactive demo script
(
demo.py
demo.py
) is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):
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pip install garminconnect readchar requests
python demo.py
Issues & Improvement Suggestions
Issues & Improvement Suggestions
Critical
Critical
1. Credentials exposed in
.env
Your Garmin password is stored in plaintext in
.env
.env
— add
.env
to
.gitignore
immediately if this repo is ever pushed to git.
2. Duplicate data on repeated runs
main.py:58-93
main.py:58-93
—
fetch_and_store()
blindly
db.add()
s every time it runs. Calling
/fetch-today
twice creates duplicate rows for the same date. You need an upsert pattern (
ON CONFLICT DO UPDATE
or check-before-insert).
3. Scheduler time comment is wrong
main.py:101-103
main.py:101-103
— the code schedules at
hour=15, minute=25
but the comment says "03:00". Pick one and fix both.
Missing Functionality
Missing Functionality
4. No read endpoints for stored DB data
There are no
GET /sleep
,
GET /steps
,
GET /heartrate
endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.
5. No backfill endpoint
There's no way to fetch and store data for a past date range via the API. A
GET /fetch?date=2025-05-01
or
GET /backfill?start=2025-01-01&end=2025-05-25
endpoint would be useful.
6.
sleep_processing.py
is never used
sleep_processing.py
sleep_processing.py
is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a
/sleep-processed
endpoint or removed.
Data Model Gaps
Data Model Gaps
7. Sleep model loses detail
models.py:6-13
models.py:6-13
— the
Sleep
table only stores
start
,
end
,
duration_minutes
. It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.
sleep_processing.py
already parses all of this.
8.
HeartRate
rows volume
Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.
Code Quality
Code Quality
9. Session management is fragile
main.py:35-44
main.py:35-44
—
get_client()
re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on
401
errors.
10.
demo.py
depends on
readchar
not in
requirements.txt
requirements.txt
requirements.txt
—
demo.py
imports
readchar
which isn't listed, so
pip install -r requirements.txt
won't cover it. Either add it or keep a separate
requirements-dev.txt
.
Summary:
The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in
sleep_processing.py
for richer data, and (4) add a backfill endpoint for historical data.
Message actions
.env
.env
is there some UI. what is the database and what data are stored?
Thinking
Thinking
Bash
Check if garmin containers are running
IN
docker ps --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
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OUT...
|
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-d","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Available endpoints:","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Endpoint","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Description","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GET /fetch-today","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Fetch today's sleep, steps & HR and store in DB","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GET /sleep-raw?date_str=2025-05-20","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Get raw Garmin sleep payload (not stored)","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GET /garmin-methods","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"List all 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/garmin-call?method=get_stress_data&date=2025-05-20","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Description","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Fetch today's sleep, steps & HR and store in DB","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Get raw Garmin sleep payload (not stored)","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"List all available Garmin","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"get_*","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"methods","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Call any Garmin getter by name","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Endpoint","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Description","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Interactive demo script","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"(","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"demo.py","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"demo.py","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":") is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":6,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"pip install garminconnect readchar requests\npython demo.py","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Issues & Improvement Suggestions","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Issues & Improvement Suggestions","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Critical","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Critical","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"1. Credentials exposed in","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":".env","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Your Garmin password is stored in plaintext in","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":".env","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":".env","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— add","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":".env","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"to","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":".gitignore","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"immediately if this repo is ever pushed to git.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"2. Duplicate data on repeated runs","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"main.py:58-93","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"main.py:58-93","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"—","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"fetch_and_store()","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"blindly","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"db.add()","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"s every time it runs. Calling","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"/fetch-today","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"twice creates duplicate rows for the same date. You need an upsert pattern (","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"ON CONFLICT DO UPDATE","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"or check-before-insert).","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"3. Scheduler time comment is wrong","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"main.py:101-103","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"main.py:101-103","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— the code schedules at","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"hour=15, minute=25","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"but the comment says \"03:00\". Pick one and fix both.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Missing Functionality","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Missing Functionality","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"4. No read endpoints for stored DB data","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"There are no","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GET /sleep","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":",","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GET /steps","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":",","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GET /heartrate","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"5. No backfill endpoint","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"There's no way to fetch and store data for a past date range via the API. A","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GET /fetch?date=2025-05-01","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"or","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GET /backfill?start=2025-01-01&end=2025-05-25","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"endpoint would be useful.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"6.","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"sleep_processing.py","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"is never used","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"sleep_processing.py","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"sleep_processing.py","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"/sleep-processed","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"endpoint or removed.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Data Model Gaps","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Data Model Gaps","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"7. Sleep model loses detail","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"models.py:6-13","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"models.py:6-13","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— the","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Sleep","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"table only stores","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"start","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":",","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"end","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":",","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"duration_minutes","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":". It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"sleep_processing.py","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"already parses all of this.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"8.","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"HeartRate","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"rows volume","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Code Quality","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Code Quality","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"9. Session management is fragile","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"main.py:35-44","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"main.py:35-44","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"—","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"get_client()","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"401","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"errors.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"10.","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"demo.py","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"depends on","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"readchar","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"not in","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"requirements.txt","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"requirements.txt","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"requirements.txt","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"—","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"demo.py","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"imports","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"readchar","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"which isn't listed, so","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"pip install -r requirements.txt","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"won't cover it. Either add it or keep a separate","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"requirements-dev.txt","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":".","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Summary:","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"sleep_processing.py","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"for richer data, and (4) add a backfill endpoint for historical data.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Message actions","depth":7,"on_screen":false,"role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXButton","text":".env","depth":6,"on_screen":false,"role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":".env","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"is there some UI. what is the database and what data are stored?","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Thinking","depth":6,"on_screen":false,"role_description":"disclosure triangle","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"Thinking","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Check if garmin containers are running","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"docker ps --format \"table {{.Names}}\\t{{.Status}}\\t{{.Ports}}\" 2>/dev/null | grep -E \"garmin|NAMES\"","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"}]...
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Claude Code
Containers
EXPLORER
EXPLORER
Explorer Section: garmin-connector [SSH: nas]
Explorer Section: garmin-connector [SSH: nas]
GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
Dockerfile
main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
.env, preview, Editor Group 1
.env
.env
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
Problems (⇧⌘M)
PROBLEMS
Output (⇧⌘U)
OUTPUT
Debug Console (⇧⌘Y)
DEBUG CONSOLE
Terminal (⌃`)
TERMINAL
Ports
PORTS
Terminal 5, bash Use ⌥F1 for terminal accessibility help
Terminal input
remote SSH: nas
SSH: nas
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Review project and plan improvements
Session history
New session
Message actions
demo.py
demo.py
review the project and let me knwo how cna I use it. GIve overview of the service and suggestions o nhe improvements
Thinking
Thinking
Let me explore the project structure first.
Bash
List all files in garmin-connector project
IN
find /volume2/docker/garmin-connector -type f | sort
Copy code to clipboard
OUT
/volume2/docker/garmin-connector/db.py
/volume2/docker/garmin-connector/demo.py
/volume2/docker/garmin-connector/docker-compose.yml
/volume2/docker/garmin-connector/Dockerfile
/volume2/docker/garmin-connector/.env
/volume2/docker/garmin-connector/examples/sleep_data_example.json
/volume2/docker/garmin-connector/main.py
/volume2/docker/garmin-connector/models.py
/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc
/volume2/docker/garmin-connector/python-garminconnect-testing.md
/volume2/docker/garmin-connector/README.md
/volume2/docker/garmin-connector/requirements.txt
/volume2/docker/garmin-connector/sleep_processing.py
Read
README.md
README.md
Read
main.py
main.py
Read
docker-compose.yml
docker-compose.yml
Read
models.py
models.py
Read
db.py
db.py
Read
sleep_processing.py
sleep_processing.py
,
demo.py
demo.py
Thinking
Thinking
Read
requirements.txt
requirements.txt
Read
.env
.env
Thinking
Thinking
Now I have a complete picture of this project. Here's the full overview:
Service Overview
Service Overview
This is a
Garmin Connect data pipeline
— a FastAPI service that:
Authenticates to Garmin Connect using your credentials
Fetches health/fitness data (sleep, steps, heart rate) via the unofficial
garminconnect
Python library
Stores it in a local PostgreSQL database
Runs on Docker (port
8007
)
Architecture
Architecture
Copy code to clipboard
Docker
├── garmin-api (FastAPI, port 8007)
│ ├── Daily scheduler (currently 15:25 UTC)
│ └── REST endpoints
└── garmin-db (PostgreSQL, port 5436)
How to Use
How to Use
Start it:
Copy code to clipboard
cd /volume2/docker/garmin-connector
docker-compose up -d
Available endpoints:
Endpoint
Description
GET /fetch-today
Fetch today's sleep, steps & HR and store in DB
GET /sleep-raw?date_str=2025-05-20
Get raw Garmin sleep payload (not stored)
GET /garmin-methods
List all available Garmin
get_*
methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Call any Garmin getter by name
Endpoint
GET /fetch-today
GET /sleep-raw?date_str=2025-05-20
GET /garmin-methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Description
Fetch today's sleep, steps & HR and store in DB
Get raw Garmin sleep payload (not stored)
List all available Garmin
get_*
methods
Call any Garmin getter by name
Endpoint
Description
Interactive demo script
(
demo.py
demo.py
) is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):
Copy code to clipboard
pip install garminconnect readchar requests
python demo.py
Issues & Improvement Suggestions
Issues & Improvement Suggestions
Critical
Critical
1. Credentials exposed in
.env
Your Garmin password is stored in plaintext in
.env
.env
— add
.env
to
.gitignore
immediately if this repo is ever pushed to git.
2. Duplicate data on repeated runs
main.py:58-93
main.py:58-93
—
fetch_and_store()
blindly
db.add()
s every time it runs. Calling
/fetch-today
twice creates duplicate rows for the same date. You need an upsert pattern (
ON CONFLICT DO UPDATE
or check-before-insert).
3. Scheduler time comment is wrong
main.py:101-103
main.py:101-103
— the code schedules at
hour=15, minute=25
but the comment says "03:00". Pick one and fix both.
Missing Functionality
Missing Functionality
4. No read endpoints for stored DB data
There are no
GET /sleep
,
GET /steps
,
GET /heartrate
endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.
5. No backfill endpoint
There's no way to fetch and store data for a past date range via the API. A
GET /fetch?date=2025-05-01
or
GET /backfill?start=2025-01-01&end=2025-05-25
endpoint would be useful.
6.
sleep_processing.py
is never used
sleep_processing.py
sleep_processing.py
is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a
/sleep-processed
endpoint or removed.
Data Model Gaps
Data Model Gaps
7. Sleep model loses detail
models.py:6-13
models.py:6-13
— the
Sleep
table only stores
start
,
end
,
duration_minutes
. It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.
sleep_processing.py
already parses all of this.
8.
HeartRate
rows volume
Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.
Code Quality
Code Quality
9. Session management is fragile
main.py:35-44
main.py:35-44
—
get_client()
re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on
401
errors.
10.
demo.py
depends on
readchar
not in
requirements.txt
requirements.txt
requirements.txt
—
demo.py
imports
readchar
which isn't listed, so
pip install -r requirements.txt
won't cover it. Either add it or keep a separate
requirements-dev.txt
.
Summary:
The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in
sleep_processing.py
for richer data, and (4) add a backfill endpoint for historical data.
Message actions
.env
.env
is there some UI. what is the database and what data are stored?
Thinking
Thinking
Bash
Check if garmin containers are running
IN
docker ps --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT...
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NULL
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NULL
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73536
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2624
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2026-05-26T18:03:16.055747+00:00
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/Users/lukas/.screenpipe/data/data/2026-05-26/1779 /Users/lukas/.screenpipe/data/data/2026-05-26/1779818596055_m1.jpg...
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Code
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Review project and plan … — garmin-connector [SSH: Review project and plan … — garmin-connector [SSH: nas]...
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monitor_1
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Explorer (⇧⌘E)
Search (⇧⌘F)
Source Control (⌃⇧ Explorer (⇧⌘E)
Search (⇧⌘F)
Source Control (⌃⇧G)
Run and Debug (⇧⌘D)
Remote Explorer
Extensions (⇧⌘X) - 2 require update
2
Claude Code
Containers
EXPLORER
EXPLORER
Explorer Section: garmin-connector [SSH: nas]
Explorer Section: garmin-connector [SSH: nas]
GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
Dockerfile
main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
.env, preview, Editor Group 1
.env
.env
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
Problems (⇧⌘M)
PROBLEMS
Output (⇧⌘U)
OUTPUT
Debug Console (⇧⌘Y)
DEBUG CONSOLE
Terminal (⌃`)
TERMINAL
Ports
PORTS
Terminal 5, bash Use ⌥F1 for terminal accessibility help
Terminal input
remote SSH: nas
SSH: nas
No Problems
0
0
No Ports Forwarded
0
Notifications
Copilot status
Info: Downloading VS Code Server...
Command Succeeded
Review project and plan improvements
Session history
New session
Message actions
demo.py
demo.py
review the project and let me knwo how cna I use it. GIve overview of the service and suggestions o nhe improvements
Thinking
Thinking
Let me explore the project structure first.
Bash
List all files in garmin-connector project
IN
find /volume2/docker/garmin-connector -type f | sort
Copy code to clipboard
OUT
/volume2/docker/garmin-connector/db.py
/volume2/docker/garmin-connector/demo.py
/volume2/docker/garmin-connector/docker-compose.yml
/volume2/docker/garmin-connector/Dockerfile
/volume2/docker/garmin-connector/.env
/volume2/docker/garmin-connector/examples/sleep_data_example.json
/volume2/docker/garmin-connector/main.py
/volume2/docker/garmin-connector/models.py
/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc
/volume2/docker/garmin-connector/python-garminconnect-testing.md
/volume2/docker/garmin-connector/README.md
/volume2/docker/garmin-connector/requirements.txt
/volume2/docker/garmin-connector/sleep_processing.py
Read
README.md
README.md
Read
main.py
main.py
Read
docker-compose.yml
docker-compose.yml
Read
models.py
models.py
Read
db.py
db.py
Read
sleep_processing.py
sleep_processing.py
,
demo.py
demo.py
Thinking
Thinking
Read
requirements.txt
requirements.txt
Read
.env
.env
Thinking
Thinking
Now I have a complete picture of this project. Here's the full overview:
Service Overview
Service Overview
This is a
Garmin Connect data pipeline
— a FastAPI service that:
Authenticates to Garmin Connect using your credentials
Fetches health/fitness data (sleep, steps, heart rate) via the unofficial
garminconnect
Python library
Stores it in a local PostgreSQL database
Runs on Docker (port
8007
)
Architecture
Architecture
Copy code to clipboard
Docker
├── garmin-api (FastAPI, port 8007)
│ ├── Daily scheduler (currently 15:25 UTC)
│ └── REST endpoints
└── garmin-db (PostgreSQL, port 5436)
How to Use
How to Use
Start it:
Copy code to clipboard
cd /volume2/docker/garmin-connector
docker-compose up -d
Available endpoints:
Endpoint
Description
GET /fetch-today
Fetch today's sleep, steps & HR and store in DB
GET /sleep-raw?date_str=2025-05-20
Get raw Garmin sleep payload (not stored)
GET /garmin-methods
List all available Garmin
get_*
methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Call any Garmin getter by name
Endpoint
GET /fetch-today
GET /sleep-raw?date_str=2025-05-20
GET /garmin-methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Description
Fetch today's sleep, steps & HR and store in DB
Get raw Garmin sleep payload (not stored)
List all available Garmin
get_*
methods
Call any Garmin getter by name
Endpoint
Description
Interactive demo script
(
demo.py
demo.py
) is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):
Copy code to clipboard
pip install garminconnect readchar requests
python demo.py
Issues & Improvement Suggestions
Issues & Improvement Suggestions
Critical
Critical
1. Credentials exposed in
.env
Your Garmin password is stored in plaintext in
.env
.env
— add
.env
to
.gitignore
immediately if this repo is ever pushed to git.
2. Duplicate data on repeated runs
main.py:58-93
main.py:58-93
—
fetch_and_store()
blindly
db.add()
s every time it runs. Calling
/fetch-today
twice creates duplicate rows for the same date. You need an upsert pattern (
ON CONFLICT DO UPDATE
or check-before-insert).
3. Scheduler time comment is wrong
main.py:101-103
main.py:101-103
— the code schedules at
hour=15, minute=25
but the comment says "03:00". Pick one and fix both.
Missing Functionality
Missing Functionality
4. No read endpoints for stored DB data
There are no
GET /sleep
,
GET /steps
,
GET /heartrate
endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.
5. No backfill endpoint
There's no way to fetch and store data for a past date range via the API. A
GET /fetch?date=2025-05-01
or
GET /backfill?start=2025-01-01&end=2025-05-25
endpoint would be useful.
6.
sleep_processing.py
is never used
sleep_processing.py
sleep_processing.py
is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a
/sleep-processed
endpoint or removed.
Data Model Gaps
Data Model Gaps
7. Sleep model loses detail
models.py:6-13
models.py:6-13
— the
Sleep
table only stores
start
,
end
,
duration_minutes
. It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.
sleep_processing.py
already parses all of this.
8.
HeartRate
rows volume
Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.
Code Quality
Code Quality
9. Session management is fragile
main.py:35-44
main.py:35-44
—
get_client()
re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on
401
errors.
10.
demo.py
depends on
readchar
not in
requirements.txt
requirements.txt
requirements.txt
—
demo.py
imports
readchar
which isn't listed, so
pip install -r requirements.txt
won't cover it. Either add it or keep a separate
requirements-dev.txt
.
Summary:
The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in
sleep_processing.py
for richer data, and (4) add a backfill endpoint for historical data.
Message actions
.env
.env
is there some UI. what is the database and what data are stored?
Thinking
Thinking
Bash
Check if garmin containers are running
IN
docker ps --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check all garmin containers including stopped ones
IN
docker ps -a --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
List all Docker containers
IN
docker ps -a 2>/dev/null | head -20
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check Docker availability
IN
docker info 2>&1 | head -5
Copy code to clipboard
OUT
Client: Docker Engine - Community
Version: 26.1.0
Context: default
Debug Mode: false
Plugins:
Bash
List all containers with names and status
IN
docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null
Copy code to clipboard
OUT
Exit code 1
Bash
List Docker contexts
IN
docker context ls 2>&1
Copy code to clipboard
OUT
NAME DESCRIPTION DOCKER ENDPOINT ERROR
default * Current DOCKER_HOST based configuration unix:///var/run/docker.sock
Bash
List all containers with sudo
IN
sudo docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | head -30
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check docker socket and current user groups
IN
ls /var/run/docker.sock 2>&1 && groups 2>&1
Copy code to clipboard
OUT
/var/run/docker.sock
admin users ughomeusers Media Social
Bash
Try docker ps with explicit socket
IN
DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20
Copy code to clipboard
OUT
permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get "http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1": dial unix /var/run/docker.sock: connect: permission denied
Thinking
Thinking
Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.
UI
UI
Only FastAPI's built-in Swagger UI
— no custom frontend exists.
Once the service is running, open in browser:
http://<your-nas-ip>:8007/docs
— interactive Swagger UI, lets you call all endpoints
http://<your-nas-ip>:8007/redoc
— alternative docs view
That's the only UI. There's no dashboard, no charts, no frontend.
Database
Database
PostgreSQL
(
garmin-db
, exposed on port
5436
).
Three tables, defined in
models.py
models.py
:
sleep
sleep
Column
Type
Notes
id
Integer PK
date
Date
start
String
GMT timestamp (stored as raw string from Garmin)
end
String
GMT timestamp
duration_minutes
Integer
sleepTimeSeconds / 60
Column
id
date
start
end
duration_minutes
Type
Integer PK
Date
String
String
Integer
Notes
GMT timestamp (stored as raw string from Garmin)
GMT timestamp
sleepTimeSeconds / 60
Column
Type
Notes
steps
steps
Column
Type
Notes
id
Integer PK
date
Date
steps
Integer
Sum of all 15-min interval buckets for the day
Column
id
date
steps
Type
Integer PK
Date
Integer
Notes
Sum of all 15-min interval buckets for the day
Column
Type
Notes
heartrate
heartrate
Column
Type
Notes
id
Integer PK
date
Date
time
Time
Time of reading
bpm
Integer
Beats per minute
Column
id
date
time
bpm
Type
Integer PK
Date
Time
Integer
Notes
Time of reading
Beats per minute
Column
Type
Notes
heartrate
is the most granular — one row per measurement, potentially hundreds per day.
What's NOT stored
What's NOT stored
The DB only captures a narrow slice of what Garmin provides. Things fetched but
not stored
:
Sleep stages (deep / REM / light / awake breakdown)
SpO2, HRV, respiration during sleep
Stress levels
Body battery
Activities / workouts
Resting HR (only per-minute readings go in, not the summary)
The
sleep_processing.py
utility in the project already knows how to parse all the sleep detail — it's just never wired to the DB. If you want richer sleep data stored, that's the main gap to fill.
Message actions
how to see iut do I ned to restert
Thinking
Thinking
Bash
Check if garmin-api is responding on port 8007
IN
curl -s -o /dev/null -w "%{http_code}" http://localhost:8007/docs 2>&1
Copy code to clipboard
OUT
200
It's already running. Open this in your browser:
Copy code to clipboard
http://<your-nas-ip>:8007/docs
No restart needed.
Message actions
build soe ui to see and filter the data. Also giv ethe the db structuire
Thinking
Thinking
Let me first check what's actually in the database, then build the UI.
Bash
List tables in garmin_db
IN
[ENV_SECRET] psql -h localhost -p 5436 -U garmin -d garmin_db -c "\dt" 2>&1
Copy code to clipboard...
|
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If you want richer sleep data stored, that's the main gap to fill.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Message actions","depth":7,"on_screen":false,"role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"how to see iut do I ned to restert","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Thinking","depth":6,"on_screen":false,"role_description":"disclosure triangle","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"Thinking","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Check if garmin-api is responding on port 8007","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"curl -s -o /dev/null -w \"%{http_code}\" http://localhost:8007/docs 2>&1","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"200","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"It's already running. Open this in your browser:","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":6,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"http://<your-nas-ip>:8007/docs","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"No restart needed.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Message actions","depth":7,"on_screen":false,"role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"build soe ui to see and filter the data. Also giv ethe the db structuire","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Thinking","depth":6,"on_screen":false,"role_description":"disclosure triangle","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"Thinking","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Let me first check what's actually in the database, then build the UI.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"List tables in garmin_db","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"PGPASSWORD=secretpassword psql -h localhost -p 5436 -U garmin -d garmin_db -c \"\\dt\" 2>&1","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false}]...
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Claude Code
Containers
EXPLORER
EXPLORER
Explorer Section: garmin-connector [SSH: nas]
Explorer Section: garmin-connector [SSH: nas]
GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
Dockerfile
main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
.env, preview, Editor Group 1
.env
.env
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
Problems (⇧⌘M)
PROBLEMS
Output (⇧⌘U)
OUTPUT
Debug Console (⇧⌘Y)
DEBUG CONSOLE
Terminal (⌃`)
TERMINAL
Ports
PORTS
Terminal 5, bash Use ⌥F1 for terminal accessibility help
Terminal input
remote SSH: nas
SSH: nas
No Problems
0
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0
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Command Succeeded
Review project and plan improvements
Session history
New session
Message actions
demo.py
demo.py
review the project and let me knwo how cna I use it. GIve overview of the service and suggestions o nhe improvements
Thinking
Thinking
Let me explore the project structure first.
Bash
List all files in garmin-connector project
IN
find /volume2/docker/garmin-connector -type f | sort
Copy code to clipboard
OUT
/volume2/docker/garmin-connector/db.py
/volume2/docker/garmin-connector/demo.py
/volume2/docker/garmin-connector/docker-compose.yml
/volume2/docker/garmin-connector/Dockerfile
/volume2/docker/garmin-connector/.env
/volume2/docker/garmin-connector/examples/sleep_data_example.json
/volume2/docker/garmin-connector/main.py
/volume2/docker/garmin-connector/models.py
/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc
/volume2/docker/garmin-connector/python-garminconnect-testing.md
/volume2/docker/garmin-connector/README.md
/volume2/docker/garmin-connector/requirements.txt
/volume2/docker/garmin-connector/sleep_processing.py
Read
README.md
README.md
Read
main.py
main.py
Read
docker-compose.yml
docker-compose.yml
Read
models.py
models.py
Read
db.py
db.py
Read
sleep_processing.py
sleep_processing.py
,
demo.py
demo.py
Thinking
Thinking
Read
requirements.txt
requirements.txt
Read
.env
.env
Thinking
Thinking
Now I have a complete picture of this project. Here's the full overview:
Service Overview
Service Overview
This is a
Garmin Connect data pipeline
— a FastAPI service that:
Authenticates to Garmin Connect using your credentials
Fetches health/fitness data (sleep, steps, heart rate) via the unofficial
garminconnect
Python library
Stores it in a local PostgreSQL database
Runs on Docker (port
8007
)
Architecture
Architecture
Copy code to clipboard
Docker
├── garmin-api (FastAPI, port 8007)
│ ├── Daily scheduler (currently 15:25 UTC)
│ └── REST endpoints
└── garmin-db (PostgreSQL, port 5436)
How to Use
How to Use
Start it:
Copy code to clipboard
cd /volume2/docker/garmin-connector
docker-compose up -d
Available endpoints:
Endpoint
Description
GET /fetch-today
Fetch today's sleep, steps & HR and store in DB
GET /sleep-raw?date_str=2025-05-20
Get raw Garmin sleep payload (not stored)
GET /garmin-methods
List all available Garmin
get_*
methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Call any Garmin getter by name
Endpoint
GET /fetch-today
GET /sleep-raw?date_str=2025-05-20
GET /garmin-methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Description
Fetch today's sleep, steps & HR and store in DB
Get raw Garmin sleep payload (not stored)
List all available Garmin
get_*
methods
Call any Garmin getter by name
Endpoint
Description
Interactive demo script
(
demo.py
demo.py
) is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):
Copy code to clipboard
pip install garminconnect readchar requests
python demo.py
Issues & Improvement Suggestions
Issues & Improvement Suggestions
Critical
Critical
1. Credentials exposed in
.env
Your Garmin password is stored in plaintext in
.env
.env
— add
.env
to
.gitignore
immediately if this repo is ever pushed to git.
2. Duplicate data on repeated runs
main.py:58-93
main.py:58-93
—
fetch_and_store()
blindly
db.add()
s every time it runs. Calling
/fetch-today
twice creates duplicate rows for the same date. You need an upsert pattern (
ON CONFLICT DO UPDATE
or check-before-insert).
3. Scheduler time comment is wrong
main.py:101-103
main.py:101-103
— the code schedules at
hour=15, minute=25
but the comment says "03:00". Pick one and fix both.
Missing Functionality
Missing Functionality
4. No read endpoints for stored DB data
There are no
GET /sleep
,
GET /steps
,
GET /heartrate
endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.
5. No backfill endpoint
There's no way to fetch and store data for a past date range via the API. A
GET /fetch?date=2025-05-01
or
GET /backfill?start=2025-01-01&end=2025-05-25
endpoint would be useful.
6.
sleep_processing.py
is never used
sleep_processing.py
sleep_processing.py
is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a
/sleep-processed
endpoint or removed.
Data Model Gaps
Data Model Gaps
7. Sleep model loses detail
models.py:6-13
models.py:6-13
— the
Sleep
table only stores
start
,
end
,
duration_minutes
. It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.
sleep_processing.py
already parses all of this.
8.
HeartRate
rows volume
Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.
Code Quality
Code Quality
9. Session management is fragile
main.py:35-44
main.py:35-44
—
get_client()
re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on
401
errors.
10.
demo.py
depends on
readchar
not in
requirements.txt
requirements.txt
requirements.txt
—
demo.py
imports
readchar
which isn't listed, so
pip install -r requirements.txt
won't cover it. Either add it or keep a separate
requirements-dev.txt
.
Summary:
The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in
sleep_processing.py
for richer data, and (4) add a backfill endpoint for historical data.
Message actions
.env
.env
is there some UI. what is the database and what data are stored?
Thinking
Thinking
Bash
Check if garmin containers are running
IN
docker ps --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check all garmin containers including stopped ones
IN
docker ps -a --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
List all Docker containers
IN
docker ps -a 2>/dev/null | head -20
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check Docker availability
IN
docker info 2>&1 | head -5
Copy code to clipboard
OUT
Client: Docker Engine - Community
Version: 26.1.0
Context: default
Debug Mode: false
Plugins:
Bash
List all containers with names and status
IN
docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null
Copy code to clipboard
OUT
Exit code 1
Bash
List Docker contexts
IN
docker context ls 2>&1
Copy code to clipboard
OUT
NAME DESCRIPTION DOCKER ENDPOINT ERROR
default * Current DOCKER_HOST based configuration unix:///var/run/docker.sock
Bash
List all containers with sudo
IN
sudo docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | head -30
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check docker socket and current user groups
IN
ls /var/run/docker.sock 2>&1 && groups 2>&1
Copy code to clipboard
OUT
/var/run/docker.sock
admin users ughomeusers Media Social
Bash
Try docker ps with explicit socket
IN
DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20
Copy code to clipboard
OUT
permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get "http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1": dial unix /var/run/docker.sock: connect: permission denied
Thinking
Thinking
Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.
UI
UI
Only FastAPI's built-in Swagger UI
— no custom frontend exists.
Once the service is running, open in browser:
http://<your-nas-ip>:8007/docs
— interactive Swagger UI, lets you call all endpoints
http://<your-nas-ip>:8007/redoc
— alternative docs view
That's the only UI. There's no dashboard, no charts, no frontend.
Database
Database
PostgreSQL
(
garmin-db
, exposed on port
5436
).
Three tables, defined in
models.py
models.py
:
sleep
sleep
Column
Type
Notes
id
Integer PK
date
Date
start
String
GMT timestamp (stored as raw string from Garmin)
end
String
GMT timestamp
duration_minutes
Integer
sleepTimeSeconds / 60
Column
id
date
start
end
duration_minutes
Type
Integer PK
Date
String
String
Integer
Notes
GMT timestamp (stored as raw string from Garmin)
GMT timestamp
sleepTimeSeconds / 60
Column
Type
Notes
steps
steps
Column
Type
Notes
id
Integer PK
date
Date
steps
Integer
Sum of all 15-min interval buckets for the day
Column
id
date
steps
Type
Integer PK
Date
Integer
Notes
Sum of all 15-min interval buckets for the day
Column
Type
Notes
heartrate
heartrate
Column
Type
Notes
id
Integer PK
date
Date
time
Time
Time of reading
bpm
Integer
Beats per minute
Column
id
date
time
bpm
Type
Integer PK
Date
Time
Integer
Notes
Time of reading
Beats per minute
Column
Type
Notes
heartrate
is the most granular — one row per measurement, potentially hundreds per day.
What's NOT stored
What's NOT stored
The DB only captures a narrow slice of what Garmin provides. Things fetched but
not stored
:
Sleep stages (deep / REM / light / awake breakdown)
SpO2, HRV, respiration during sleep
Stress levels
Body battery
Activities / workouts
Resting HR (only per-minute readings go in, not the summary)
The
sleep_processing.py
utility in the project already knows how to parse all the sleep detail — it's just never wired to the DB. If you want richer sleep data stored, that's the main gap to fill.
Message actions
how to see iut do I ned to restert
Thinking
Thinking
Bash
Check if garmin-api is responding on port 8007
IN
curl -s -o /dev/null -w "%{http_code}" http://localhost:8007/docs 2>&1
Copy code to clipboard
OUT
200
It's already running. Open this in your browser:
Copy code to clipboard
http://<your-nas-ip>:8007/docs
No restart needed.
Message actions
build soe ui to see and filter the data. Also giv ethe the db structuire
Thinking
Thinking
Let me first check what's actually in the database, then build the UI.
Bash
List tables in garmin_db
IN
[ENV_SECRET] psql -h localhost -p 5436 -U garmin -d garmin_db -c "\dt" 2>&1
Copy code to clipboard...
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Review project and plan … — garmin-connector [SSH: Review project and plan … — garmin-connector [SSH: nas]...
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Run and Debug (⇧⌘D)
Remote Explorer
Extensions (⇧⌘X) - 2 require update
2
Claude Code
Containers
EXPLORER
EXPLORER
Explorer Section: garmin-connector [SSH: nas]
Explorer Section: garmin-connector [SSH: nas]
GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
Dockerfile
main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
.env, preview, Editor Group 1
.env
.env
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
Problems (⇧⌘M)
PROBLEMS
Output (⇧⌘U)
OUTPUT
Debug Console (⇧⌘Y)
DEBUG CONSOLE
Terminal (⌃`)
TERMINAL
Ports
PORTS
Terminal 5, bash Use ⌥F1 for terminal accessibility help
Terminal input
remote SSH: nas
SSH: nas
No Problems
0
0
No Ports Forwarded
0
Notifications
Copilot status
Info: Downloading VS Code Server...
Command Succeeded
Review project and plan improvements
Session history
New session
Message actions
demo.py
demo.py
review the project and let me knwo how cna I use it. GIve overview of the service and suggestions o nhe improvements
Thinking
Thinking
Let me explore the project structure first.
Bash
List all files in garmin-connector project
IN
find /volume2/docker/garmin-connector -type f | sort
Copy code to clipboard
OUT
/volume2/docker/garmin-connector/db.py
/volume2/docker/garmin-connector/demo.py
/volume2/docker/garmin-connector/docker-compose.yml
/volume2/docker/garmin-connector/Dockerfile
/volume2/docker/garmin-connector/.env
/volume2/docker/garmin-connector/examples/sleep_data_example.json
/volume2/docker/garmin-connector/main.py
/volume2/docker/garmin-connector/models.py
/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc
/volume2/docker/garmin-connector/python-garminconnect-testing.md
/volume2/docker/garmin-connector/README.md
/volume2/docker/garmin-connector/requirements.txt
/volume2/docker/garmin-connector/sleep_processing.py
Read
README.md
README.md
Read
main.py
main.py
Read
docker-compose.yml
docker-compose.yml
Read
models.py
models.py
Read
db.py
db.py
Read
sleep_processing.py
sleep_processing.py
,
demo.py
demo.py
Thinking
Thinking
Read
requirements.txt
requirements.txt
Read
.env
.env
Thinking
Thinking
Now I have a complete picture of this project. Here's the full overview:
Service Overview
Service Overview
This is a
Garmin Connect data pipeline
— a FastAPI service that:
Authenticates to Garmin Connect using your credentials
Fetches health/fitness data (sleep, steps, heart rate) via the unofficial
garminconnect
Python library
Stores it in a local PostgreSQL database
Runs on Docker (port
8007
)
Architecture
Architecture
Copy code to clipboard
Docker
├── garmin-api (FastAPI, port 8007)
│ ├── Daily scheduler (currently 15:25 UTC)
│ └── REST endpoints
└── garmin-db (PostgreSQL, port 5436)
How to Use
How to Use
Start it:
Copy code to clipboard
cd /volume2/docker/garmin-connector
docker-compose up -d
Available endpoints:
Endpoint
Description
GET /fetch-today
Fetch today's sleep, steps & HR and store in DB
GET /sleep-raw?date_str=2025-05-20
Get raw Garmin sleep payload (not stored)
GET /garmin-methods
List all available Garmin
get_*
methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Call any Garmin getter by name
Endpoint
GET /fetch-today
GET /sleep-raw?date_str=2025-05-20
GET /garmin-methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Description
Fetch today's sleep, steps & HR and store in DB
Get raw Garmin sleep payload (not stored)
List all available Garmin
get_*
methods
Call any Garmin getter by name
Endpoint
Description
Interactive demo script
(
demo.py
demo.py
) is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):
Copy code to clipboard
pip install garminconnect readchar requests
python demo.py
Issues & Improvement Suggestions
Issues & Improvement Suggestions
Critical
Critical
1. Credentials exposed in
.env
Your Garmin password is stored in plaintext in
.env
.env
— add
.env
to
.gitignore
immediately if this repo is ever pushed to git.
2. Duplicate data on repeated runs
main.py:58-93
main.py:58-93
—
fetch_and_store()
blindly
db.add()
s every time it runs. Calling
/fetch-today
twice creates duplicate rows for the same date. You need an upsert pattern (
ON CONFLICT DO UPDATE
or check-before-insert).
3. Scheduler time comment is wrong
main.py:101-103
main.py:101-103
— the code schedules at
hour=15, minute=25
but the comment says "03:00". Pick one and fix both.
Missing Functionality
Missing Functionality
4. No read endpoints for stored DB data
There are no
GET /sleep
,
GET /steps
,
GET /heartrate
endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.
5. No backfill endpoint
There's no way to fetch and store data for a past date range via the API. A
GET /fetch?date=2025-05-01
or
GET /backfill?start=2025-01-01&end=2025-05-25
endpoint would be useful.
6.
sleep_processing.py
is never used
sleep_processing.py
sleep_processing.py
is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a
/sleep-processed
endpoint or removed.
Data Model Gaps
Data Model Gaps
7. Sleep model loses detail
models.py:6-13
models.py:6-13
— the
Sleep
table only stores
start
,
end
,
duration_minutes
. It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.
sleep_processing.py
already parses all of this.
8.
HeartRate
rows volume
Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.
Code Quality
Code Quality
9. Session management is fragile
main.py:35-44
main.py:35-44
—
get_client()
re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on
401
errors.
10.
demo.py
depends on
readchar
not in
requirements.txt
requirements.txt
requirements.txt
—
demo.py
imports
readchar
which isn't listed, so
pip install -r requirements.txt
won't cover it. Either add it or keep a separate
requirements-dev.txt
.
Summary:
The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in
sleep_processing.py
for richer data, and (4) add a backfill endpoint for historical data.
Message actions
.env
.env
is there some UI. what is the database and what data are stored?
Thinking
Thinking
Bash
Check if garmin containers are running
IN
docker ps --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check all garmin containers including stopped ones
IN
docker ps -a --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
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OUT
(Bash completed with no output)
Bash
List all Docker containers
IN
docker ps -a 2>/dev/null | head -20
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OUT
(Bash completed with no output)
Bash
Check Docker availability
IN
docker info 2>&1 | head -5
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OUT
Client: Docker Engine - Community
Version: 26.1.0
Context: default
Debug Mode: false
Plugins:
Bash
List all containers with names and status
IN
docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null
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OUT
Exit code 1
Bash
List Docker contexts
IN
docker context ls 2>&1
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OUT
NAME DESCRIPTION DOCKER ENDPOINT ERROR
default * Current DOCKER_HOST based configuration unix:///var/run/docker.sock
Bash
List all containers with sudo
IN
sudo docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | head -30
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OUT
(Bash completed with no output)
Bash
Check docker socket and current user groups
IN
ls /var/run/docker.sock 2>&1 && groups 2>&1
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OUT
/var/run/docker.sock
admin users ughomeusers Media Social
Bash
Try docker ps with explicit socket
IN
DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20
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OUT
permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get "http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1": dial unix /var/run/docker.sock: connect: permission denied
Thinking
Thinking
Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.
UI
UI
Only FastAPI's built-in Swagger UI
— no custom frontend exists.
Once the service is running, open in browser:
http://<your-nas-ip>:8007/docs
— interactive Swagger UI, lets you call all endpoints
http://<your-nas-ip>:8007/redoc
— alternative docs view
That's the only UI. There's no dashboard, no charts, no frontend.
Database
Database
PostgreSQL
(
garmin-db
, exposed on port
5436
).
Three tables, defined in
models.py
models.py
:
sleep
sleep...
|
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Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Code Quality","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Code Quality","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"9. 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socket","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get \"http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1\": dial unix /var/run/docker.sock: connect: permission denied","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Thinking","depth":6,"on_screen":false,"role_description":"disclosure triangle","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"Thinking","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"UI","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"UI","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Only FastAPI's built-in Swagger UI","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— no custom frontend exists.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Once the service is running, open in browser:","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"http://<your-nas-ip>:8007/docs","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— interactive Swagger UI, lets you call all endpoints","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"http://<your-nas-ip>:8007/redoc","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— alternative docs view","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"That's the only UI. There's no dashboard, no charts, no frontend.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Database","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Database","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"PostgreSQL","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"(","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"garmin-db","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":", exposed on port","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"5436","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":").","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Three tables, defined in","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"models.py","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"models.py","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":":","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"sleep","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"sleep","depth":7,"on_screen":false,"role_description":"text"}]...
|
99501384957200637
|
-5959782050898213361
|
typing_pause
|
accessibility
|
NULL
|
Explorer (⇧⌘E)
Search (⇧⌘F)
Source Control (⌃⇧ Explorer (⇧⌘E)
Search (⇧⌘F)
Source Control (⌃⇧G)
Run and Debug (⇧⌘D)
Remote Explorer
Extensions (⇧⌘X) - 2 require update
2
Claude Code
Containers
EXPLORER
EXPLORER
Explorer Section: garmin-connector [SSH: nas]
Explorer Section: garmin-connector [SSH: nas]
GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
Dockerfile
main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
.env, preview, Editor Group 1
.env
.env
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
Problems (⇧⌘M)
PROBLEMS
Output (⇧⌘U)
OUTPUT
Debug Console (⇧⌘Y)
DEBUG CONSOLE
Terminal (⌃`)
TERMINAL
Ports
PORTS
Terminal 5, bash Use ⌥F1 for terminal accessibility help
Terminal input
remote SSH: nas
SSH: nas
No Problems
0
0
No Ports Forwarded
0
Notifications
Copilot status
Info: Downloading VS Code Server...
Command Succeeded
Review project and plan improvements
Session history
New session
Message actions
demo.py
demo.py
review the project and let me knwo how cna I use it. GIve overview of the service and suggestions o nhe improvements
Thinking
Thinking
Let me explore the project structure first.
Bash
List all files in garmin-connector project
IN
find /volume2/docker/garmin-connector -type f | sort
Copy code to clipboard
OUT
/volume2/docker/garmin-connector/db.py
/volume2/docker/garmin-connector/demo.py
/volume2/docker/garmin-connector/docker-compose.yml
/volume2/docker/garmin-connector/Dockerfile
/volume2/docker/garmin-connector/.env
/volume2/docker/garmin-connector/examples/sleep_data_example.json
/volume2/docker/garmin-connector/main.py
/volume2/docker/garmin-connector/models.py
/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc
/volume2/docker/garmin-connector/python-garminconnect-testing.md
/volume2/docker/garmin-connector/README.md
/volume2/docker/garmin-connector/requirements.txt
/volume2/docker/garmin-connector/sleep_processing.py
Read
README.md
README.md
Read
main.py
main.py
Read
docker-compose.yml
docker-compose.yml
Read
models.py
models.py
Read
db.py
db.py
Read
sleep_processing.py
sleep_processing.py
,
demo.py
demo.py
Thinking
Thinking
Read
requirements.txt
requirements.txt
Read
.env
.env
Thinking
Thinking
Now I have a complete picture of this project. Here's the full overview:
Service Overview
Service Overview
This is a
Garmin Connect data pipeline
— a FastAPI service that:
Authenticates to Garmin Connect using your credentials
Fetches health/fitness data (sleep, steps, heart rate) via the unofficial
garminconnect
Python library
Stores it in a local PostgreSQL database
Runs on Docker (port
8007
)
Architecture
Architecture
Copy code to clipboard
Docker
├── garmin-api (FastAPI, port 8007)
│ ├── Daily scheduler (currently 15:25 UTC)
│ └── REST endpoints
└── garmin-db (PostgreSQL, port 5436)
How to Use
How to Use
Start it:
Copy code to clipboard
cd /volume2/docker/garmin-connector
docker-compose up -d
Available endpoints:
Endpoint
Description
GET /fetch-today
Fetch today's sleep, steps & HR and store in DB
GET /sleep-raw?date_str=2025-05-20
Get raw Garmin sleep payload (not stored)
GET /garmin-methods
List all available Garmin
get_*
methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Call any Garmin getter by name
Endpoint
GET /fetch-today
GET /sleep-raw?date_str=2025-05-20
GET /garmin-methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Description
Fetch today's sleep, steps & HR and store in DB
Get raw Garmin sleep payload (not stored)
List all available Garmin
get_*
methods
Call any Garmin getter by name
Endpoint
Description
Interactive demo script
(
demo.py
demo.py
) is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):
Copy code to clipboard
pip install garminconnect readchar requests
python demo.py
Issues & Improvement Suggestions
Issues & Improvement Suggestions
Critical
Critical
1. Credentials exposed in
.env
Your Garmin password is stored in plaintext in
.env
.env
— add
.env
to
.gitignore
immediately if this repo is ever pushed to git.
2. Duplicate data on repeated runs
main.py:58-93
main.py:58-93
—
fetch_and_store()
blindly
db.add()
s every time it runs. Calling
/fetch-today
twice creates duplicate rows for the same date. You need an upsert pattern (
ON CONFLICT DO UPDATE
or check-before-insert).
3. Scheduler time comment is wrong
main.py:101-103
main.py:101-103
— the code schedules at
hour=15, minute=25
but the comment says "03:00". Pick one and fix both.
Missing Functionality
Missing Functionality
4. No read endpoints for stored DB data
There are no
GET /sleep
,
GET /steps
,
GET /heartrate
endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.
5. No backfill endpoint
There's no way to fetch and store data for a past date range via the API. A
GET /fetch?date=2025-05-01
or
GET /backfill?start=2025-01-01&end=2025-05-25
endpoint would be useful.
6.
sleep_processing.py
is never used
sleep_processing.py
sleep_processing.py
is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a
/sleep-processed
endpoint or removed.
Data Model Gaps
Data Model Gaps
7. Sleep model loses detail
models.py:6-13
models.py:6-13
— the
Sleep
table only stores
start
,
end
,
duration_minutes
. It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.
sleep_processing.py
already parses all of this.
8.
HeartRate
rows volume
Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.
Code Quality
Code Quality
9. Session management is fragile
main.py:35-44
main.py:35-44
—
get_client()
re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on
401
errors.
10.
demo.py
depends on
readchar
not in
requirements.txt
requirements.txt
requirements.txt
—
demo.py
imports
readchar
which isn't listed, so
pip install -r requirements.txt
won't cover it. Either add it or keep a separate
requirements-dev.txt
.
Summary:
The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in
sleep_processing.py
for richer data, and (4) add a backfill endpoint for historical data.
Message actions
.env
.env
is there some UI. what is the database and what data are stored?
Thinking
Thinking
Bash
Check if garmin containers are running
IN
docker ps --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check all garmin containers including stopped ones
IN
docker ps -a --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
List all Docker containers
IN
docker ps -a 2>/dev/null | head -20
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check Docker availability
IN
docker info 2>&1 | head -5
Copy code to clipboard
OUT
Client: Docker Engine - Community
Version: 26.1.0
Context: default
Debug Mode: false
Plugins:
Bash
List all containers with names and status
IN
docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null
Copy code to clipboard
OUT
Exit code 1
Bash
List Docker contexts
IN
docker context ls 2>&1
Copy code to clipboard
OUT
NAME DESCRIPTION DOCKER ENDPOINT ERROR
default * Current DOCKER_HOST based configuration unix:///var/run/docker.sock
Bash
List all containers with sudo
IN
sudo docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | head -30
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check docker socket and current user groups
IN
ls /var/run/docker.sock 2>&1 && groups 2>&1
Copy code to clipboard
OUT
/var/run/docker.sock
admin users ughomeusers Media Social
Bash
Try docker ps with explicit socket
IN
DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20
Copy code to clipboard
OUT
permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get "http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1": dial unix /var/run/docker.sock: connect: permission denied
Thinking
Thinking
Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.
UI
UI
Only FastAPI's built-in Swagger UI
— no custom frontend exists.
Once the service is running, open in browser:
http://<your-nas-ip>:8007/docs
— interactive Swagger UI, lets you call all endpoints
http://<your-nas-ip>:8007/redoc
— alternative docs view
That's the only UI. There's no dashboard, no charts, no frontend.
Database
Database
PostgreSQL
(
garmin-db
, exposed on port
5436
).
Three tables, defined in
models.py
models.py
:
sleep
sleep...
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|
/Users/lukas/.screenpipe/data/data/2026-05-26/1779 /Users/lukas/.screenpipe/data/data/2026-05-26/1779818603115_m2.jpg...
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Code
|
Review project and plan … — garmin-connector [SSH: Review project and plan … — garmin-connector [SSH: nas]...
|
1
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NULL
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monitor_2
|
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NULL
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NULL
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NULL
|
Explorer (⇧⌘E)
Search (⇧⌘F)
Source Control (⌃⇧ Explorer (⇧⌘E)
Search (⇧⌘F)
Source Control (⌃⇧G)
Run and Debug (⇧⌘D)
Remote Explorer
Extensions (⇧⌘X) - 2 require update
2
Claude Code
Containers
EXPLORER
EXPLORER
Explorer Section: garmin-connector [SSH: nas]
Explorer Section: garmin-connector [SSH: nas]
GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
Dockerfile
main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
.env, preview, Editor Group 1
.env
.env
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
Problems (⇧⌘M)
PROBLEMS
Output (⇧⌘U)
OUTPUT
Debug Console (⇧⌘Y)
DEBUG CONSOLE
Terminal (⌃`)
TERMINAL
Ports
PORTS
Terminal 5, bash Use ⌥F1 for terminal accessibility help
Terminal input
remote SSH: nas
SSH: nas
No Problems
0
0
No Ports Forwarded
0
Notifications
Copilot status
Info: Downloading VS Code Server...
Command Succeeded
Review project and plan improvements
Session history
New session
Message actions
demo.py
demo.py
review the project and let me knwo how cna I use it. GIve overview of the service and suggestions o nhe improvements
Thinking
Thinking
Let me explore the project structure first.
Bash
List all files in garmin-connector project
IN
find /volume2/docker/garmin-connector -type f | sort
Copy code to clipboard
OUT
/volume2/docker/garmin-connector/db.py
/volume2/docker/garmin-connector/demo.py
/volume2/docker/garmin-connector/docker-compose.yml
/volume2/docker/garmin-connector/Dockerfile
/volume2/docker/garmin-connector/.env
/volume2/docker/garmin-connector/examples/sleep_data_example.json
/volume2/docker/garmin-connector/main.py
/volume2/docker/garmin-connector/models.py
/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc
/volume2/docker/garmin-connector/python-garminconnect-testing.md
/volume2/docker/garmin-connector/README.md
/volume2/docker/garmin-connector/requirements.txt
/volume2/docker/garmin-connector/sleep_processing.py
Read
README.md
README.md
Read
main.py
main.py
Read
docker-compose.yml
docker-compose.yml
Read
models.py
models.py
Read
db.py
db.py
Read
sleep_processing.py
sleep_processing.py
,
demo.py
demo.py
Thinking
Thinking
Read
requirements.txt
requirements.txt
Read
.env
.env
Thinking
Thinking
Now I have a complete picture of this project. Here's the full overview:
Service Overview
Service Overview
This is a
Garmin Connect data pipeline
— a FastAPI service that:
Authenticates to Garmin Connect using your credentials
Fetches health/fitness data (sleep, steps, heart rate) via the unofficial
garminconnect
Python library
Stores it in a local PostgreSQL database
Runs on Docker (port
8007
)
Architecture
Architecture
Copy code to clipboard
Docker
├── garmin-api (FastAPI, port 8007)
│ ├── Daily scheduler (currently 15:25 UTC)
│ └── REST endpoints
└── garmin-db (PostgreSQL, port 5436)
How to Use
How to Use
Start it:
Copy code to clipboard
cd /volume2/docker/garmin-connector
docker-compose up -d
Available endpoints:
Endpoint
Description
GET /fetch-today
Fetch today's sleep, steps & HR and store in DB
GET /sleep-raw?date_str=2025-05-20
Get raw Garmin sleep payload (not stored)
GET /garmin-methods
List all available Garmin
get_*
methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Call any Garmin getter by name
Endpoint
GET /fetch-today
GET /sleep-raw?date_str=2025-05-20
GET /garmin-methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Description
Fetch today's sleep, steps & HR and store in DB
Get raw Garmin sleep payload (not stored)
List all available Garmin
get_*
methods
Call any Garmin getter by name
Endpoint
Description
Interactive demo script
(
demo.py
demo.py
) is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):
Copy code to clipboard
pip install garminconnect readchar requests
python demo.py
Issues & Improvement Suggestions
Issues & Improvement Suggestions
Critical
Critical
1. Credentials exposed in
.env
Your Garmin password is stored in plaintext in
.env
.env
— add
.env
to
.gitignore
immediately if this repo is ever pushed to git.
2. Duplicate data on repeated runs
main.py:58-93
main.py:58-93
—
fetch_and_store()
blindly
db.add()
s every time it runs. Calling
/fetch-today
twice creates duplicate rows for the same date. You need an upsert pattern (
ON CONFLICT DO UPDATE
or check-before-insert).
3. Scheduler time comment is wrong
main.py:101-103
main.py:101-103
— the code schedules at
hour=15, minute=25
but the comment says "03:00". Pick one and fix both.
Missing Functionality
Missing Functionality
4. No read endpoints for stored DB data
There are no
GET /sleep
,
GET /steps
,
GET /heartrate
endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.
5. No backfill endpoint
There's no way to fetch and store data for a past date range via the API. A
GET /fetch?date=2025-05-01
or
GET /backfill?start=2025-01-01&end=2025-05-25
endpoint would be useful.
6.
sleep_processing.py
is never used
sleep_processing.py
sleep_processing.py
is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a
/sleep-processed
endpoint or removed.
Data Model Gaps
Data Model Gaps
7. Sleep model loses detail
models.py:6-13
models.py:6-13
— the
Sleep
table only stores
start
,
end
,
duration_minutes
. It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.
sleep_processing.py
already parses all of this.
8.
HeartRate
rows volume
Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.
Code Quality
Code Quality
9. Session management is fragile
main.py:35-44
main.py:35-44
—
get_client()
re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on
401
errors.
10.
demo.py
depends on
readchar
not in
requirements.txt
requirements.txt
requirements.txt
—
demo.py
imports
readchar
which isn't listed, so
pip install -r requirements.txt
won't cover it. Either add it or keep a separate
requirements-dev.txt
.
Summary:
The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in
sleep_processing.py
for richer data, and (4) add a backfill endpoint for historical data.
Message actions
.env
.env
is there some UI. what is the database and what data are stored?
Thinking
Thinking
Bash
Check if garmin containers are running
IN
docker ps --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check all garmin containers including stopped ones
IN
docker ps -a --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
List all Docker containers
IN
docker ps -a 2>/dev/null | head -20
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check Docker availability
IN
docker info 2>&1 | head -5
Copy code to clipboard
OUT
Client: Docker Engine - Community
Version: 26.1.0
Context: default
Debug Mode: false
Plugins:
Bash
List all containers with names and status
IN
docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null
Copy code to clipboard
OUT
Exit code 1
Bash
List Docker contexts
IN
docker context ls 2>&1
Copy code to clipboard
OUT
NAME DESCRIPTION DOCKER ENDPOINT ERROR
default * Current DOCKER_HOST based configuration unix:///var/run/docker.sock
Bash
List all containers with sudo
IN
sudo docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | head -30
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check docker socket and current user groups
IN
ls /var/run/docker.sock 2>&1 && groups 2>&1
Copy code to clipboard
OUT
/var/run/docker.sock
admin users ughomeusers Media Social
Bash
Try docker ps with explicit socket
IN
DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20
Copy code to clipboard
OUT
permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get "http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1": dial unix /var/run/docker.sock: connect: permission denied
Thinking
Thinking
Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.
UI
UI
Only FastAPI's built-in Swagger UI
— no custom frontend exists.
Once the service is running, open in browser:
http://<your-nas-ip>:8007/docs
— interactive Swagger UI, lets you call all endpoints...
|
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Scheduler time comment is wrong","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"main.py:101-103","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"main.py:101-103","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— the code schedules at","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"hour=15, minute=25","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"but the comment says \"03:00\". Pick one and fix both.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Missing Functionality","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Missing Functionality","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"4. No read endpoints for stored DB data","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"There are no","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GET /sleep","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":",","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GET /steps","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":",","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GET /heartrate","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"5. No backfill endpoint","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"There's no way to fetch and store data for a past date range via the API. A","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GET /fetch?date=2025-05-01","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"or","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GET /backfill?start=2025-01-01&end=2025-05-25","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"endpoint would be useful.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"6.","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"sleep_processing.py","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"is never used","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"sleep_processing.py","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"sleep_processing.py","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"/sleep-processed","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"endpoint or removed.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Data Model Gaps","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Data Model Gaps","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"7. Sleep model loses detail","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"models.py:6-13","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"models.py:6-13","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— the","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Sleep","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"table only stores","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"start","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":",","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"end","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":",","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"duration_minutes","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":". It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"sleep_processing.py","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"already parses all of this.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"8.","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"HeartRate","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"rows volume","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Code Quality","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Code Quality","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"9. Session management is fragile","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"main.py:35-44","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"main.py:35-44","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"—","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"get_client()","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"401","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"errors.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"10.","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"demo.py","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"depends on","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"readchar","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"not in","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"requirements.txt","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"requirements.txt","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"requirements.txt","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"—","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"demo.py","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"imports","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"readchar","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"which isn't listed, so","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"pip install -r requirements.txt","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"won't cover it. Either add it or keep a separate","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"requirements-dev.txt","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":".","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Summary:","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"sleep_processing.py","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"for richer data, and (4) add a backfill endpoint for historical data.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Message actions","depth":7,"on_screen":false,"role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXButton","text":".env","depth":6,"on_screen":false,"role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":".env","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"is there some UI. what is the database and what data are stored?","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Thinking","depth":6,"on_screen":false,"role_description":"disclosure triangle","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"Thinking","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Check if garmin containers are running","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"docker ps --format \"table {{.Names}}\\t{{.Status}}\\t{{.Ports}}\" 2>/dev/null | grep -E \"garmin|NAMES\"","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"(Bash completed with no output)","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Check all garmin containers including stopped ones","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"docker ps -a --format \"table {{.Names}}\\t{{.Status}}\\t{{.Ports}}\" 2>/dev/null | grep -E \"garmin|NAMES\"","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"(Bash completed with no output)","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"List all Docker containers","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"docker ps -a 2>/dev/null | head -20","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"(Bash completed with no output)","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Check Docker availability","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"docker info 2>&1 | head -5","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Client: Docker Engine - Community\n Version: 26.1.0\n Context: default\n Debug Mode: false\n Plugins:","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"List all containers with names and status","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"docker ps -a --format \"{{.Names}}\\t{{.Status}}\\t{{.Ports}}\" 2>/dev/null","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Exit code 1","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"List Docker contexts","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"docker context ls 2>&1","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"NAME DESCRIPTION DOCKER ENDPOINT ERROR\ndefault * Current DOCKER_HOST based configuration unix:///var/run/docker.sock","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"List all containers with sudo","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"sudo docker ps -a --format \"{{.Names}}\\t{{.Status}}\\t{{.Ports}}\" 2>/dev/null | head -30","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"(Bash completed with no output)","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Check docker socket and current user groups","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"ls /var/run/docker.sock 2>&1 && groups 2>&1","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"/var/run/docker.sock\nadmin users ughomeusers Media Social","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Try docker ps with explicit socket","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get \"http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1\": dial unix /var/run/docker.sock: connect: permission denied","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Thinking","depth":6,"on_screen":false,"role_description":"disclosure triangle","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"Thinking","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"UI","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"UI","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Only FastAPI's built-in Swagger UI","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— no custom frontend exists.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Once the service is running, open in browser:","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"http://<your-nas-ip>:8007/docs","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— interactive Swagger UI, lets you call all endpoints","depth":7,"on_screen":false,"role_description":"text"}]...
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Explorer (⇧⌘E)
Search (⇧⌘F)
Source Control (⌃⇧ Explorer (⇧⌘E)
Search (⇧⌘F)
Source Control (⌃⇧G)
Run and Debug (⇧⌘D)
Remote Explorer
Extensions (⇧⌘X) - 2 require update
2
Claude Code
Containers
EXPLORER
EXPLORER
Explorer Section: garmin-connector [SSH: nas]
Explorer Section: garmin-connector [SSH: nas]
GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
Dockerfile
main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
.env, preview, Editor Group 1
.env
.env
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
Problems (⇧⌘M)
PROBLEMS
Output (⇧⌘U)
OUTPUT
Debug Console (⇧⌘Y)
DEBUG CONSOLE
Terminal (⌃`)
TERMINAL
Ports
PORTS
Terminal 5, bash Use ⌥F1 for terminal accessibility help
Terminal input
remote SSH: nas
SSH: nas
No Problems
0
0
No Ports Forwarded
0
Notifications
Copilot status
Info: Downloading VS Code Server...
Command Succeeded
Review project and plan improvements
Session history
New session
Message actions
demo.py
demo.py
review the project and let me knwo how cna I use it. GIve overview of the service and suggestions o nhe improvements
Thinking
Thinking
Let me explore the project structure first.
Bash
List all files in garmin-connector project
IN
find /volume2/docker/garmin-connector -type f | sort
Copy code to clipboard
OUT
/volume2/docker/garmin-connector/db.py
/volume2/docker/garmin-connector/demo.py
/volume2/docker/garmin-connector/docker-compose.yml
/volume2/docker/garmin-connector/Dockerfile
/volume2/docker/garmin-connector/.env
/volume2/docker/garmin-connector/examples/sleep_data_example.json
/volume2/docker/garmin-connector/main.py
/volume2/docker/garmin-connector/models.py
/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc
/volume2/docker/garmin-connector/python-garminconnect-testing.md
/volume2/docker/garmin-connector/README.md
/volume2/docker/garmin-connector/requirements.txt
/volume2/docker/garmin-connector/sleep_processing.py
Read
README.md
README.md
Read
main.py
main.py
Read
docker-compose.yml
docker-compose.yml
Read
models.py
models.py
Read
db.py
db.py
Read
sleep_processing.py
sleep_processing.py
,
demo.py
demo.py
Thinking
Thinking
Read
requirements.txt
requirements.txt
Read
.env
.env
Thinking
Thinking
Now I have a complete picture of this project. Here's the full overview:
Service Overview
Service Overview
This is a
Garmin Connect data pipeline
— a FastAPI service that:
Authenticates to Garmin Connect using your credentials
Fetches health/fitness data (sleep, steps, heart rate) via the unofficial
garminconnect
Python library
Stores it in a local PostgreSQL database
Runs on Docker (port
8007
)
Architecture
Architecture
Copy code to clipboard
Docker
├── garmin-api (FastAPI, port 8007)
│ ├── Daily scheduler (currently 15:25 UTC)
│ └── REST endpoints
└── garmin-db (PostgreSQL, port 5436)
How to Use
How to Use
Start it:
Copy code to clipboard
cd /volume2/docker/garmin-connector
docker-compose up -d
Available endpoints:
Endpoint
Description
GET /fetch-today
Fetch today's sleep, steps & HR and store in DB
GET /sleep-raw?date_str=2025-05-20
Get raw Garmin sleep payload (not stored)
GET /garmin-methods
List all available Garmin
get_*
methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Call any Garmin getter by name
Endpoint
GET /fetch-today
GET /sleep-raw?date_str=2025-05-20
GET /garmin-methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Description
Fetch today's sleep, steps & HR and store in DB
Get raw Garmin sleep payload (not stored)
List all available Garmin
get_*
methods
Call any Garmin getter by name
Endpoint
Description
Interactive demo script
(
demo.py
demo.py
) is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):
Copy code to clipboard
pip install garminconnect readchar requests
python demo.py
Issues & Improvement Suggestions
Issues & Improvement Suggestions
Critical
Critical
1. Credentials exposed in
.env
Your Garmin password is stored in plaintext in
.env
.env
— add
.env
to
.gitignore
immediately if this repo is ever pushed to git.
2. Duplicate data on repeated runs
main.py:58-93
main.py:58-93
—
fetch_and_store()
blindly
db.add()
s every time it runs. Calling
/fetch-today
twice creates duplicate rows for the same date. You need an upsert pattern (
ON CONFLICT DO UPDATE
or check-before-insert).
3. Scheduler time comment is wrong
main.py:101-103
main.py:101-103
— the code schedules at
hour=15, minute=25
but the comment says "03:00". Pick one and fix both.
Missing Functionality
Missing Functionality
4. No read endpoints for stored DB data
There are no
GET /sleep
,
GET /steps
,
GET /heartrate
endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.
5. No backfill endpoint
There's no way to fetch and store data for a past date range via the API. A
GET /fetch?date=2025-05-01
or
GET /backfill?start=2025-01-01&end=2025-05-25
endpoint would be useful.
6.
sleep_processing.py
is never used
sleep_processing.py
sleep_processing.py
is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a
/sleep-processed
endpoint or removed.
Data Model Gaps
Data Model Gaps
7. Sleep model loses detail
models.py:6-13
models.py:6-13
— the
Sleep
table only stores
start
,
end
,
duration_minutes
. It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.
sleep_processing.py
already parses all of this.
8.
HeartRate
rows volume
Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.
Code Quality
Code Quality
9. Session management is fragile
main.py:35-44
main.py:35-44
—
get_client()
re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on
401
errors.
10.
demo.py
depends on
readchar
not in
requirements.txt
requirements.txt
requirements.txt
—
demo.py
imports
readchar
which isn't listed, so
pip install -r requirements.txt
won't cover it. Either add it or keep a separate
requirements-dev.txt
.
Summary:
The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in
sleep_processing.py
for richer data, and (4) add a backfill endpoint for historical data.
Message actions
.env
.env
is there some UI. what is the database and what data are stored?
Thinking
Thinking
Bash
Check if garmin containers are running
IN
docker ps --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check all garmin containers including stopped ones
IN
docker ps -a --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
List all Docker containers
IN
docker ps -a 2>/dev/null | head -20
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check Docker availability
IN
docker info 2>&1 | head -5
Copy code to clipboard
OUT
Client: Docker Engine - Community
Version: 26.1.0
Context: default
Debug Mode: false
Plugins:
Bash
List all containers with names and status
IN
docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null
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OUT
Exit code 1
Bash
List Docker contexts
IN
docker context ls 2>&1
Copy code to clipboard
OUT
NAME DESCRIPTION DOCKER ENDPOINT ERROR
default * Current DOCKER_HOST based configuration unix:///var/run/docker.sock
Bash
List all containers with sudo
IN
sudo docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | head -30
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check docker socket and current user groups
IN
ls /var/run/docker.sock 2>&1 && groups 2>&1
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OUT
/var/run/docker.sock
admin users ughomeusers Media Social
Bash
Try docker ps with explicit socket
IN
DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20
Copy code to clipboard
OUT
permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get "http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1": dial unix /var/run/docker.sock: connect: permission denied
Thinking
Thinking
Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.
UI
UI
Only FastAPI's built-in Swagger UI
— no custom frontend exists.
Once the service is running, open in browser:
http://<your-nas-ip>:8007/docs
— interactive Swagger UI, lets you call all endpoints...
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Code
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Review project and plan … — garmin-connector [SSH: Review project and plan … — garmin-connector [SSH: nas]...
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Explorer (⇧⌘E)
Search (⇧⌘F)
Source Control (⌃⇧ Explorer (⇧⌘E)
Search (⇧⌘F)
Source Control (⌃⇧G)
Run and Debug (⇧⌘D)
Remote Explorer
Extensions (⇧⌘X) - 2 require update
2
Claude Code
Containers
EXPLORER
EXPLORER
Explorer Section: garmin-connector [SSH: nas]
Explorer Section: garmin-connector [SSH: nas]
GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
Dockerfile
main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
.env, preview, Editor Group 1
.env
.env
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
Problems (⇧⌘M)
PROBLEMS
Output (⇧⌘U)
OUTPUT
Debug Console (⇧⌘Y)
DEBUG CONSOLE
Terminal (⌃`)
TERMINAL
Ports
PORTS
Terminal 5, bash Use ⌥F1 for terminal accessibility help
Terminal input
remote SSH: nas
SSH: nas
No Problems
0
0
No Ports Forwarded
0
Notifications
Copilot status
Info: Downloading VS Code Server...
Command Succeeded
Review project and plan improvements
Session history
New session
Message actions
demo.py
demo.py
review the project and let me knwo how cna I use it. GIve overview of the service and suggestions o nhe improvements
Thinking
Thinking
Let me explore the project structure first.
Bash
List all files in garmin-connector project
IN
find /volume2/docker/garmin-connector -type f | sort
Copy code to clipboard
OUT
/volume2/docker/garmin-connector/db.py
/volume2/docker/garmin-connector/demo.py
/volume2/docker/garmin-connector/docker-compose.yml
/volume2/docker/garmin-connector/Dockerfile
/volume2/docker/garmin-connector/.env
/volume2/docker/garmin-connector/examples/sleep_data_example.json
/volume2/docker/garmin-connector/main.py
/volume2/docker/garmin-connector/models.py
/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc
/volume2/docker/garmin-connector/python-garminconnect-testing.md
/volume2/docker/garmin-connector/README.md
/volume2/docker/garmin-connector/requirements.txt
/volume2/docker/garmin-connector/sleep_processing.py
Read
README.md
README.md
Read
main.py
main.py
Read
docker-compose.yml
docker-compose.yml
Read
models.py
models.py
Read
db.py
db.py
Read
sleep_processing.py
sleep_processing.py
,
demo.py
demo.py
Thinking
Thinking
Read
requirements.txt
requirements.txt
Read
.env
.env
Thinking
Thinking
Now I have a complete picture of this project. Here's the full overview:
Service Overview
Service Overview
This is a
Garmin Connect data pipeline
— a FastAPI service that:
Authenticates to Garmin Connect using your credentials
Fetches health/fitness data (sleep, steps, heart rate) via the unofficial
garminconnect
Python library
Stores it in a local PostgreSQL database
Runs on Docker (port
8007
)
Architecture
Architecture
Copy code to clipboard
Docker
├── garmin-api (FastAPI, port 8007)
│ ├── Daily scheduler (currently 15:25 UTC)
│ └── REST endpoints
└── garmin-db (PostgreSQL, port 5436)
How to Use
How to Use
Start it:
Copy code to clipboard
cd /volume2/docker/garmin-connector
docker-compose up -d
Available endpoints:
Endpoint
Description
GET /fetch-today
Fetch today's sleep, steps & HR and store in DB
GET /sleep-raw?date_str=2025-05-20
Get raw Garmin sleep payload (not stored)
GET /garmin-methods
List all available Garmin
get_*
methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Call any Garmin getter by name
Endpoint
GET /fetch-today
GET /sleep-raw?date_str=2025-05-20
GET /garmin-methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Description
Fetch today's sleep, steps & HR and store in DB
Get raw Garmin sleep payload (not stored)
List all available Garmin
get_*
methods
Call any Garmin getter by name
Endpoint
Description
Interactive demo script
(
demo.py
demo.py
) is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):
Copy code to clipboard
pip install garminconnect readchar requests
python demo.py
Issues & Improvement Suggestions
Issues & Improvement Suggestions
Critical
Critical
1. Credentials exposed in
.env
Your Garmin password is stored in plaintext in
.env
.env
— add
.env
to
.gitignore
immediately if this repo is ever pushed to git.
2. Duplicate data on repeated runs
main.py:58-93
main.py:58-93
—
fetch_and_store()
blindly
db.add()
s every time it runs. Calling
/fetch-today
twice creates duplicate rows for the same date. You need an upsert pattern (
ON CONFLICT DO UPDATE
or check-before-insert).
3. Scheduler time comment is wrong
main.py:101-103
main.py:101-103
— the code schedules at
hour=15, minute=25
but the comment says "03:00". Pick one and fix both.
Missing Functionality
Missing Functionality
4. No read endpoints for stored DB data
There are no
GET /sleep
,
GET /steps
,
GET /heartrate
endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.
5. No backfill endpoint
There's no way to fetch and store data for a past date range via the API. A
GET /fetch?date=2025-05-01
or
GET /backfill?start=2025-01-01&end=2025-05-25
endpoint would be useful.
6.
sleep_processing.py
is never used
sleep_processing.py
sleep_processing.py
is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a
/sleep-processed
endpoint or removed.
Data Model Gaps
Data Model Gaps
7. Sleep model loses detail
models.py:6-13
models.py:6-13
— the
Sleep
table only stores
start
,
end
,
duration_minutes
. It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.
sleep_processing.py
already parses all of this.
8.
HeartRate
rows volume
Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.
Code Quality
Code Quality
9. Session management is fragile
main.py:35-44
main.py:35-44
—
get_client()
re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on
401
errors.
10.
demo.py
depends on
readchar
not in
requirements.txt
requirements.txt
requirements.txt
—
demo.py
imports
readchar
which isn't listed, so
pip install -r requirements.txt
won't cover it. Either add it or keep a separate
requirements-dev.txt
.
Summary:
The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in
sleep_processing.py
for richer data, and (4) add a backfill endpoint for historical data.
Message actions
.env
.env
is there some UI. what is the database and what data are stored?
Thinking
Thinking
Bash
Check if garmin containers are running
IN
docker ps --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check all garmin containers including stopped ones
IN
docker ps -a --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
List all Docker containers
IN
docker ps -a 2>/dev/null | head -20
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check Docker availability
IN
docker info 2>&1 | head -5
Copy code to clipboard
OUT
Client: Docker Engine - Community
Version: 26.1.0
Context: default
Debug Mode: false
Plugins:
Bash
List all containers with names and status
IN
docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null
Copy code to clipboard
OUT
Exit code 1
Bash
List Docker contexts
IN
docker context ls 2>&1
Copy code to clipboard
OUT
NAME DESCRIPTION DOCKER ENDPOINT ERROR
default * Current DOCKER_HOST based configuration unix:///var/run/docker.sock
Bash
List all containers with sudo
IN
sudo docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | head -30
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check docker socket and current user groups
IN
ls /var/run/docker.sock 2>&1 && groups 2>&1
Copy code to clipboard
OUT
/var/run/docker.sock
admin users ughomeusers Media Social
Bash
Try docker ps with explicit socket
IN
DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20
Copy code to clipboard
OUT
permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get "http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1": dial unix /var/run/docker.sock: connect: permission denied
Thinking
Thinking
Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.
UI
UI
Only FastAPI's built-in Swagger UI
— no custom frontend exists.
Once the service is running, open in browser:
http://<your-nas-ip>:8007/docs
— interactive Swagger UI, lets you call all endpoints
http://<your-nas-ip>:8007/redoc
— alternative docs view
That's the only UI. There's no dashboard, no charts, no frontend.
Database
Database
PostgreSQL
(
garmin-db
, exposed on port
5436
).
Three tables, defined in
models.py
models.py
:
sleep
sleep
Column
Type
Notes
id
Integer PK
date
Date
start
String
GMT timestamp (stored as raw string from Garmin)
end
String
GMT timestamp
duration_minutes
Integer
sleepTimeSeconds / 60
Column
id
date
start
end
duration_minutes
Type
Integer PK
Date
String
String
Integer
Notes
GMT timestamp (stored as raw string from Garmin)
GMT timestamp
sleepTimeSeconds / 60
Column
Type
Notes
steps
steps
Column
Type
Notes
id
Integer PK
date
Date
steps
Integer
Sum of all 15-min interval buckets for the day
Column
id
date
steps
Type
Integer PK
Date
Integer
Notes
Sum of all 15-min interval buckets for the day
Column
Type
Notes
heartrate
heartrate
Column
Type
Notes
id
Integer PK
date
Date
time
Time
Time of reading
bpm
Integer
Beats per minute
Column
id
date
time
bpm
Type
Integer PK
Date
Time
Integer
Notes
Time of reading
Beats per minute
Column
Type
Notes
heartrate
is the most granular — one row per measurement, potentially hundreds per day.
What's NOT stored
What's NOT stored
The DB only captures a narrow slice of what Garmin provides. Things fetched but
not stored
:
Sleep stages (deep / REM / light / awake breakdown)
SpO2, HRV, respiration during sleep
Stress levels
Body battery
Activities / workouts
Resting HR (only per-minute readings go in, not the summary)
The
sleep_processing.py
utility in the project already knows how to parse all the sleep detail — it's just never wired to the DB. If you want richer sleep data stored, that's the main gap to fill.
Message actions
how to see iut do I ned to restert
Thinking
Thinking
Bash
Check if garmin-api is responding on port 8007
IN
curl -s -o /dev/null -w "%{http_code}" http://localhost:8007/docs 2>&1
Copy code to clipboard
OUT
200
It's already running. Open this in your browser:
Copy code to clipboard
http://<your-nas-ip>:8007/docs
No restart needed.
Message actions
build soe ui to see and filter the data. Also giv ethe the db structuire
Thinking
Thinking
Let me first check what's actually in the database, then build the UI.
Bash
List tables in garmin_db
IN
[ENV_SECRET] psql -h localhost -p 5436 -U garmin -d garmin_db -c "\dt" 2>&1
Copy code to clipboard
OUT
List of relations
Schema | Name | Type | Owner
--------+-----------+-------+--------
public | heartrate | table | garmin
public | sleep | table | garmin
public | steps | table | garmin
(3 rows)
Bash
Show full schema for all 3 tables
IN
[ENV_SECRET] psql -h localhost -p 5436 -U garmin -d garmin_db -c "\d sleep" -c "\d steps" -c "\d heartrate" 2>&1
Copy code to clipboard
OUT
Table "public.sleep"
Column | Type | Collation | Nullable | Default
------------------+-------------------+-----------+----------+-----------------------------------
id | integer | | not null | nextval('sleep_id_seq'::regclass)
date | date | | |
start | character varying | | |
end | character varying | | |
duration_minutes | integer | | |
Indexes:
"sleep_pkey" PRIMARY KEY, btree (id)
"ix_sleep_date" btree (date)
"ix_sleep_id" btree (id)
Table "public.steps"
Column | Type | Collation | Nullable | Default
--------+---------+-----------+----------+-----------------------------------
id | integer | | not null | nextval('steps_id_seq'::regclass)
date | date | | |
steps | integer | | |
Indexes:
"steps_pkey" PRIMARY KEY, btree (id)
"ix_steps_date" btree (date)
"ix_steps_id" btree (id)
Table "public.heartrate"
Column | Type | Collation | Nullable | Default
--------+------------------------+-----------+----------+---------------------------------------
id | integer | | not null | nextval('heartrate_id_seq'::regclass)
date | date | | |
time | time without time zone | | |
bpm | integer | | |
Indexes:
"heartrate_pkey" PRIMARY KEY, btree (id)
"ix_heartrate_date" btree (date)
"ix_heartrate_id" btree (id)
Bash
Check row counts and date ranges in all tables
IN
[ENV_SECRET] psql -h localhost -p 5436 -U garmin -d garmin_db -c "SELECT COUNT(*), MIN(date), MAX(date) FROM sleep;" -c "SELECT COUNT(*), MIN(date), MAX(date) FROM steps;" -c "SELECT COUNT(*), MIN(date), MAX(date) FROM heartrate;" 2>&1
Copy code to clipboard
OUT
count | min | max
-------+------------+------------
171 | 2025-09-24 | 2026-05-25
(1 row)
count | min | max
-------+------------+------------
199 | 2025-09-24 | 2026-05-25
(1 row)
count | min | max
-------+------------+------------
59007 | 2025-09-24 | 2026-05-25
(1 row)
Bash
Sample data from all 3 tables
IN
[ENV_SECRET] psql -h localhost -p 5436 -U garmin -d garmin_db -c "SELECT * FROM sleep ORDER BY date DESC LIMIT 5;" -c "SELECT * FROM steps ORDER BY date DESC LIMIT 5;" -c "SELECT date, MIN(bpm), MAX(bpm), AVG(bpm)::int FROM heartrate GROUP BY date ORDER BY date DESC LIMIT 5;" 2>&1
Copy code to clipboard
OUT
id | date | start | end | duration_minutes
-----+------------+---------------+---------------+------------------
171 | 2026-05-25 | 1779657840000 | 1779678660000 | 321
170 | 2026-05-24 | 1779568200000 | 1779600540000 | 501
169 | 2026-05-23 | 1779486420000 | 1779506940000 | 315
168 | 2026-05-22 | 1779400140000 | 1779420660000 | 313
167 | 2026-05-21 | 1779308880000 | 1779332760000 | 372
(5 rows)
id | date | steps
-----+------------+-------
199 | 2026-05-25 | 134
198 | 2026-05-24 | 3025
197 | 2026-05-23 | 2597
196 | 2026-05-22 | 2221
195 | 2026-05-21 | 3333
(5 rows)
date | min | max | avg
------------+-----+-----+-----
2026-05-25 | 54 | 102 | 67
2026-05-24 | 48 | 115 | 69
2026-05-23 | 52 | 112 | 73
2026-05-22 | 53 | 119 | 74
2026-05-21 | 47 | 119 | 71
(5 rows)
Thinking
Thinking
Read
Dockerfile
Dockerfile
Thinking
Thinking
Good data — 171 sleep records, 199 days of steps, 59k HR readings, all from Sep 2025 to today. Now I'll add the query endpoints and build the dashboard UI.
Read
main.py
main.py
(lines 2-16)
Edit...
|
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PK","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Date","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"String","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"String","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Notes","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GMT timestamp (stored as raw string from Garmin)","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GMT timestamp","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"sleepTimeSeconds / 60","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Notes","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"steps","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"steps","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Notes","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"id","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer PK","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"date","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Date","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"steps","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Sum of all 15-min interval buckets for the day","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"id","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"date","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"steps","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer PK","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Date","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Notes","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Sum of all 15-min interval buckets for the day","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Notes","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"heartrate","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"heartrate","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Notes","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"id","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer PK","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"date","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Date","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"time","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Time","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Time of reading","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"bpm","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Beats per minute","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"id","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"date","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"time","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"bpm","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer PK","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Date","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Time","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Notes","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Time of reading","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Beats per minute","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Notes","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"heartrate","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"is the most granular — one row per measurement, potentially hundreds per day.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"What's NOT stored","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"What's NOT stored","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"The DB only captures a narrow slice of what Garmin provides. Things fetched but","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"not stored","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":":","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Sleep stages (deep / REM / light / awake breakdown)","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"SpO2, HRV, respiration during sleep","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Stress levels","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Body battery","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Activities / workouts","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Resting HR (only per-minute readings go in, not the summary)","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"The","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"sleep_processing.py","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"utility in the project already knows how to parse all the sleep detail — it's just never wired to the DB. If you want richer sleep data stored, that's the main gap to fill.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Message actions","depth":7,"on_screen":false,"role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"how to see iut do I ned to restert","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Thinking","depth":6,"on_screen":false,"role_description":"disclosure triangle","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"Thinking","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Check if garmin-api is responding on port 8007","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"curl -s -o /dev/null -w \"%{http_code}\" http://localhost:8007/docs 2>&1","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"200","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"It's already running. Open this in your browser:","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":6,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"http://<your-nas-ip>:8007/docs","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"No restart needed.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Message actions","depth":7,"on_screen":false,"role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"build soe ui to see and filter the data. Also giv ethe the db structuire","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Thinking","depth":6,"on_screen":false,"role_description":"disclosure triangle","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"Thinking","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Let me first check what's actually in the database, then build the UI.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"List tables in garmin_db","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"PGPASSWORD=secretpassword psql -h localhost -p 5436 -U garmin -d garmin_db -c \"\\dt\" 2>&1","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"List of relations\n Schema | Name | Type | Owner \n--------+-----------+-------+--------\n public | heartrate | table | garmin\n public | sleep | table | garmin\n public | steps | table | garmin\n(3 rows)","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Show full schema for all 3 tables","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"PGPASSWORD=secretpassword psql -h localhost -p 5436 -U garmin -d garmin_db -c \"\\d sleep\" -c \"\\d steps\" -c \"\\d heartrate\" 2>&1","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Table \"public.sleep\"\n Column | Type | Collation | Nullable | Default \n------------------+-------------------+-----------+----------+-----------------------------------\n id | integer | | not null | nextval('sleep_id_seq'::regclass)\n date | date | | | \n start | character varying | | | \n end | character varying | | | \n duration_minutes | integer | | | \nIndexes:\n \"sleep_pkey\" PRIMARY KEY, btree (id)\n \"ix_sleep_date\" btree (date)\n \"ix_sleep_id\" btree (id)\n\n Table \"public.steps\"\n Column | Type | Collation | Nullable | Default \n--------+---------+-----------+----------+-----------------------------------\n id | integer | | not null | nextval('steps_id_seq'::regclass)\n date | date | | | \n steps | integer | | | \nIndexes:\n \"steps_pkey\" PRIMARY KEY, btree (id)\n \"ix_steps_date\" btree (date)\n \"ix_steps_id\" btree (id)\n\n Table \"public.heartrate\"\n Column | Type | Collation | Nullable | Default \n--------+------------------------+-----------+----------+---------------------------------------\n id | integer | | not null | nextval('heartrate_id_seq'::regclass)\n date | date | | | \n time | time without time zone | | | \n bpm | integer | | | \nIndexes:\n \"heartrate_pkey\" PRIMARY KEY, btree (id)\n \"ix_heartrate_date\" btree (date)\n \"ix_heartrate_id\" btree (id)","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Check row counts and date ranges in all tables","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"PGPASSWORD=secretpassword psql -h localhost -p 5436 -U garmin -d garmin_db -c \"SELECT COUNT(*), MIN(date), MAX(date) FROM sleep;\" -c \"SELECT COUNT(*), MIN(date), MAX(date) FROM steps;\" -c \"SELECT COUNT(*), MIN(date), MAX(date) FROM heartrate;\" 2>&1","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"count | min | max \n-------+------------+------------\n 171 | 2025-09-24 | 2026-05-25\n(1 row)\n\n count | min | max \n-------+------------+------------\n 199 | 2025-09-24 | 2026-05-25\n(1 row)\n\n count | min | max \n-------+------------+------------\n 59007 | 2025-09-24 | 2026-05-25\n(1 row)","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Sample data from all 3 tables","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"PGPASSWORD=secretpassword psql -h localhost -p 5436 -U garmin -d garmin_db -c \"SELECT * FROM sleep ORDER BY date DESC LIMIT 5;\" -c \"SELECT * FROM steps ORDER BY date DESC LIMIT 5;\" -c \"SELECT date, MIN(bpm), MAX(bpm), AVG(bpm)::int FROM heartrate GROUP BY date ORDER BY date DESC LIMIT 5;\" 2>&1","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"id | date | start | end | duration_minutes \n-----+------------+---------------+---------------+------------------\n 171 | 2026-05-25 | 1779657840000 | 1779678660000 | 321\n 170 | 2026-05-24 | 1779568200000 | 1779600540000 | 501\n 169 | 2026-05-23 | 1779486420000 | 1779506940000 | 315\n 168 | 2026-05-22 | 1779400140000 | 1779420660000 | 313\n 167 | 2026-05-21 | 1779308880000 | 1779332760000 | 372\n(5 rows)\n\n id | date | steps \n-----+------------+-------\n 199 | 2026-05-25 | 134\n 198 | 2026-05-24 | 3025\n 197 | 2026-05-23 | 2597\n 196 | 2026-05-22 | 2221\n 195 | 2026-05-21 | 3333\n(5 rows)\n\n date | min | max | avg \n------------+-----+-----+-----\n 2026-05-25 | 54 | 102 | 67\n 2026-05-24 | 48 | 115 | 69\n 2026-05-23 | 52 | 112 | 73\n 2026-05-22 | 53 | 119 | 74\n 2026-05-21 | 47 | 119 | 71\n(5 rows)","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Thinking","depth":6,"on_screen":false,"role_description":"disclosure triangle","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"Thinking","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Read","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"Dockerfile","depth":7,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"Dockerfile","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Thinking","depth":6,"on_screen":false,"role_description":"disclosure triangle","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"Thinking","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Good data — 171 sleep records, 199 days of steps, 59k HR readings, all from Sep 2025 to today. Now I'll add the query endpoints and build the dashboard UI.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Read","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"main.py","depth":7,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"main.py","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"(lines 2-16)","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Edit","depth":7,"on_screen":false,"role_description":"text"}]...
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Explorer (⇧⌘E)
Search (⇧⌘F)
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Claude Code
Containers
EXPLORER
EXPLORER
Explorer Section: garmin-connector [SSH: nas]
Explorer Section: garmin-connector [SSH: nas]
GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
Dockerfile
main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
.env, preview, Editor Group 1
.env
.env
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
Problems (⇧⌘M)
PROBLEMS
Output (⇧⌘U)
OUTPUT
Debug Console (⇧⌘Y)
DEBUG CONSOLE
Terminal (⌃`)
TERMINAL
Ports
PORTS
Terminal 5, bash Use ⌥F1 for terminal accessibility help
Terminal input
remote SSH: nas
SSH: nas
No Problems
0
0
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0
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Copilot status
Info: Downloading VS Code Server...
Command Succeeded
Review project and plan improvements
Session history
New session
Message actions
demo.py
demo.py
review the project and let me knwo how cna I use it. GIve overview of the service and suggestions o nhe improvements
Thinking
Thinking
Let me explore the project structure first.
Bash
List all files in garmin-connector project
IN
find /volume2/docker/garmin-connector -type f | sort
Copy code to clipboard
OUT
/volume2/docker/garmin-connector/db.py
/volume2/docker/garmin-connector/demo.py
/volume2/docker/garmin-connector/docker-compose.yml
/volume2/docker/garmin-connector/Dockerfile
/volume2/docker/garmin-connector/.env
/volume2/docker/garmin-connector/examples/sleep_data_example.json
/volume2/docker/garmin-connector/main.py
/volume2/docker/garmin-connector/models.py
/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc
/volume2/docker/garmin-connector/python-garminconnect-testing.md
/volume2/docker/garmin-connector/README.md
/volume2/docker/garmin-connector/requirements.txt
/volume2/docker/garmin-connector/sleep_processing.py
Read
README.md
README.md
Read
main.py
main.py
Read
docker-compose.yml
docker-compose.yml
Read
models.py
models.py
Read
db.py
db.py
Read
sleep_processing.py
sleep_processing.py
,
demo.py
demo.py
Thinking
Thinking
Read
requirements.txt
requirements.txt
Read
.env
.env
Thinking
Thinking
Now I have a complete picture of this project. Here's the full overview:
Service Overview
Service Overview
This is a
Garmin Connect data pipeline
— a FastAPI service that:
Authenticates to Garmin Connect using your credentials
Fetches health/fitness data (sleep, steps, heart rate) via the unofficial
garminconnect
Python library
Stores it in a local PostgreSQL database
Runs on Docker (port
8007
)
Architecture
Architecture
Copy code to clipboard
Docker
├── garmin-api (FastAPI, port 8007)
│ ├── Daily scheduler (currently 15:25 UTC)
│ └── REST endpoints
└── garmin-db (PostgreSQL, port 5436)
How to Use
How to Use
Start it:
Copy code to clipboard
cd /volume2/docker/garmin-connector
docker-compose up -d
Available endpoints:
Endpoint
Description
GET /fetch-today
Fetch today's sleep, steps & HR and store in DB
GET /sleep-raw?date_str=2025-05-20
Get raw Garmin sleep payload (not stored)
GET /garmin-methods
List all available Garmin
get_*
methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Call any Garmin getter by name
Endpoint
GET /fetch-today
GET /sleep-raw?date_str=2025-05-20
GET /garmin-methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Description
Fetch today's sleep, steps & HR and store in DB
Get raw Garmin sleep payload (not stored)
List all available Garmin
get_*
methods
Call any Garmin getter by name
Endpoint
Description
Interactive demo script
(
demo.py
demo.py
) is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):
Copy code to clipboard
pip install garminconnect readchar requests
python demo.py
Issues & Improvement Suggestions
Issues & Improvement Suggestions
Critical
Critical
1. Credentials exposed in
.env
Your Garmin password is stored in plaintext in
.env
.env
— add
.env
to
.gitignore
immediately if this repo is ever pushed to git.
2. Duplicate data on repeated runs
main.py:58-93
main.py:58-93
—
fetch_and_store()
blindly
db.add()
s every time it runs. Calling
/fetch-today
twice creates duplicate rows for the same date. You need an upsert pattern (
ON CONFLICT DO UPDATE
or check-before-insert).
3. Scheduler time comment is wrong
main.py:101-103
main.py:101-103
— the code schedules at
hour=15, minute=25
but the comment says "03:00". Pick one and fix both.
Missing Functionality
Missing Functionality
4. No read endpoints for stored DB data
There are no
GET /sleep
,
GET /steps
,
GET /heartrate
endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.
5. No backfill endpoint
There's no way to fetch and store data for a past date range via the API. A
GET /fetch?date=2025-05-01
or
GET /backfill?start=2025-01-01&end=2025-05-25
endpoint would be useful.
6.
sleep_processing.py
is never used
sleep_processing.py
sleep_processing.py
is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a
/sleep-processed
endpoint or removed.
Data Model Gaps
Data Model Gaps
7. Sleep model loses detail
models.py:6-13
models.py:6-13
— the
Sleep
table only stores
start
,
end
,
duration_minutes
. It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.
sleep_processing.py
already parses all of this.
8.
HeartRate
rows volume
Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.
Code Quality
Code Quality
9. Session management is fragile
main.py:35-44
main.py:35-44
—
get_client()
re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on
401
errors.
10.
demo.py
depends on
readchar
not in
requirements.txt
requirements.txt
requirements.txt
—
demo.py
imports
readchar
which isn't listed, so
pip install -r requirements.txt
won't cover it. Either add it or keep a separate
requirements-dev.txt
.
Summary:
The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in
sleep_processing.py
for richer data, and (4) add a backfill endpoint for historical data.
Message actions
.env
.env
is there some UI. what is the database and what data are stored?
Thinking
Thinking
Bash
Check if garmin containers are running
IN
docker ps --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check all garmin containers including stopped ones
IN
docker ps -a --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
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OUT
(Bash completed with no output)
Bash
List all Docker containers
IN
docker ps -a 2>/dev/null | head -20
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OUT
(Bash completed with no output)
Bash
Check Docker availability
IN
docker info 2>&1 | head -5
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OUT
Client: Docker Engine - Community
Version: 26.1.0
Context: default
Debug Mode: false
Plugins:
Bash
List all containers with names and status
IN
docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null
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OUT
Exit code 1
Bash
List Docker contexts
IN
docker context ls 2>&1
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OUT
NAME DESCRIPTION DOCKER ENDPOINT ERROR
default * Current DOCKER_HOST based configuration unix:///var/run/docker.sock
Bash
List all containers with sudo
IN
sudo docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | head -30
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OUT
(Bash completed with no output)
Bash
Check docker socket and current user groups
IN
ls /var/run/docker.sock 2>&1 && groups 2>&1
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OUT
/var/run/docker.sock
admin users ughomeusers Media Social
Bash
Try docker ps with explicit socket
IN
DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20
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OUT
permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get "http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1": dial unix /var/run/docker.sock: connect: permission denied
Thinking
Thinking
Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.
UI
UI
Only FastAPI's built-in Swagger UI
— no custom frontend exists.
Once the service is running, open in browser:
http://<your-nas-ip>:8007/docs
— interactive Swagger UI, lets you call all endpoints
http://<your-nas-ip>:8007/redoc
— alternative docs view
That's the only UI. There's no dashboard, no charts, no frontend.
Database
Database
PostgreSQL
(
garmin-db
, exposed on port
5436
).
Three tables, defined in
models.py
models.py
:
sleep
sleep
Column
Type
Notes
id
Integer PK
date
Date
start
String
GMT timestamp (stored as raw string from Garmin)
end
String
GMT timestamp
duration_minutes
Integer
sleepTimeSeconds / 60
Column
id
date
start
end
duration_minutes
Type
Integer PK
Date
String
String
Integer
Notes
GMT timestamp (stored as raw string from Garmin)
GMT timestamp
sleepTimeSeconds / 60
Column
Type
Notes
steps
steps
Column
Type
Notes
id
Integer PK
date
Date
steps
Integer
Sum of all 15-min interval buckets for the day
Column
id
date
steps
Type
Integer PK
Date
Integer
Notes
Sum of all 15-min interval buckets for the day
Column
Type
Notes
heartrate
heartrate
Column
Type
Notes
id
Integer PK
date
Date
time
Time
Time of reading
bpm
Integer
Beats per minute
Column
id
date
time
bpm
Type
Integer PK
Date
Time
Integer
Notes
Time of reading
Beats per minute
Column
Type
Notes
heartrate
is the most granular — one row per measurement, potentially hundreds per day.
What's NOT stored
What's NOT stored
The DB only captures a narrow slice of what Garmin provides. Things fetched but
not stored
:
Sleep stages (deep / REM / light / awake breakdown)
SpO2, HRV, respiration during sleep
Stress levels
Body battery
Activities / workouts
Resting HR (only per-minute readings go in, not the summary)
The
sleep_processing.py
utility in the project already knows how to parse all the sleep detail — it's just never wired to the DB. If you want richer sleep data stored, that's the main gap to fill.
Message actions
how to see iut do I ned to restert
Thinking
Thinking
Bash
Check if garmin-api is responding on port 8007
IN
curl -s -o /dev/null -w "%{http_code}" http://localhost:8007/docs 2>&1
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OUT
200
It's already running. Open this in your browser:
Copy code to clipboard
http://<your-nas-ip>:8007/docs
No restart needed.
Message actions
build soe ui to see and filter the data. Also giv ethe the db structuire
Thinking
Thinking
Let me first check what's actually in the database, then build the UI.
Bash
List tables in garmin_db
IN
[ENV_SECRET] psql -h localhost -p 5436 -U garmin -d garmin_db -c "\dt" 2>&1
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OUT
List of relations
Schema | Name | Type | Owner
--------+-----------+-------+--------
public | heartrate | table | garmin
public | sleep | table | garmin
public | steps | table | garmin
(3 rows)
Bash
Show full schema for all 3 tables
IN
[ENV_SECRET] psql -h localhost -p 5436 -U garmin -d garmin_db -c "\d sleep" -c "\d steps" -c "\d heartrate" 2>&1
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OUT
Table "public.sleep"
Column | Type | Collation | Nullable | Default
------------------+-------------------+-----------+----------+-----------------------------------
id | integer | | not null | nextval('sleep_id_seq'::regclass)
date | date | | |
start | character varying | | |
end | character varying | | |
duration_minutes | integer | | |
Indexes:
"sleep_pkey" PRIMARY KEY, btree (id)
"ix_sleep_date" btree (date)
"ix_sleep_id" btree (id)
Table "public.steps"
Column | Type | Collation | Nullable | Default
--------+---------+-----------+----------+-----------------------------------
id | integer | | not null | nextval('steps_id_seq'::regclass)
date | date | | |
steps | integer | | |
Indexes:
"steps_pkey" PRIMARY KEY, btree (id)
"ix_steps_date" btree (date)
"ix_steps_id" btree (id)
Table "public.heartrate"
Column | Type | Collation | Nullable | Default
--------+------------------------+-----------+----------+---------------------------------------
id | integer | | not null | nextval('heartrate_id_seq'::regclass)
date | date | | |
time | time without time zone | | |
bpm | integer | | |
Indexes:
"heartrate_pkey" PRIMARY KEY, btree (id)
"ix_heartrate_date" btree (date)
"ix_heartrate_id" btree (id)
Bash
Check row counts and date ranges in all tables
IN
[ENV_SECRET] psql -h localhost -p 5436 -U garmin -d garmin_db -c "SELECT COUNT(*), MIN(date), MAX(date) FROM sleep;" -c "SELECT COUNT(*), MIN(date), MAX(date) FROM steps;" -c "SELECT COUNT(*), MIN(date), MAX(date) FROM heartrate;" 2>&1
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OUT
count | min | max
-------+------------+------------
171 | 2025-09-24 | 2026-05-25
(1 row)
count | min | max
-------+------------+------------
199 | 2025-09-24 | 2026-05-25
(1 row)
count | min | max
-------+------------+------------
59007 | 2025-09-24 | 2026-05-25
(1 row)
Bash
Sample data from all 3 tables
IN
[ENV_SECRET] psql -h localhost -p 5436 -U garmin -d garmin_db -c "SELECT * FROM sleep ORDER BY date DESC LIMIT 5;" -c "SELECT * FROM steps ORDER BY date DESC LIMIT 5;" -c "SELECT date, MIN(bpm), MAX(bpm), AVG(bpm)::int FROM heartrate GROUP BY date ORDER BY date DESC LIMIT 5;" 2>&1
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OUT
id | date | start | end | duration_minutes
-----+------------+---------------+---------------+------------------
171 | 2026-05-25 | 1779657840000 | 1779678660000 | 321
170 | 2026-05-24 | 1779568200000 | 1779600540000 | 501
169 | 2026-05-23 | 1779486420000 | 1779506940000 | 315
168 | 2026-05-22 | 1779400140000 | 1779420660000 | 313
167 | 2026-05-21 | 1779308880000 | 1779332760000 | 372
(5 rows)
id | date | steps
-----+------------+-------
199 | 2026-05-25 | 134
198 | 2026-05-24 | 3025
197 | 2026-05-23 | 2597
196 | 2026-05-22 | 2221
195 | 2026-05-21 | 3333
(5 rows)
date | min | max | avg
------------+-----+-----+-----
2026-05-25 | 54 | 102 | 67
2026-05-24 | 48 | 115 | 69
2026-05-23 | 52 | 112 | 73
2026-05-22 | 53 | 119 | 74
2026-05-21 | 47 | 119 | 71
(5 rows)
Thinking
Thinking
Read
Dockerfile
Dockerfile
Thinking
Thinking
Good data — 171 sleep records, 199 days of steps, 59k HR readings, all from Sep 2025 to today. Now I'll add the query endpoints and build the dashboard UI.
Read
main.py
main.py
(lines 2-16)
Edit...
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Explorer (⇧⌘E)
Search (⇧⌘F)
Source Control (⌃⇧ Explorer (⇧⌘E)
Search (⇧⌘F)
Source Control (⌃⇧G)
Run and Debug (⇧⌘D)
Remote Explorer
Extensions (⇧⌘X) - 2 require update
2
Claude Code
Containers
EXPLORER
EXPLORER
Explorer Section: garmin-connector [SSH: nas]
Explorer Section: garmin-connector [SSH: nas]
GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
Dockerfile
main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
.env, preview, Editor Group 1
.env
.env
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
Problems (⇧⌘M)
PROBLEMS
Output (⇧⌘U)
OUTPUT
Debug Console (⇧⌘Y)
DEBUG CONSOLE
Terminal (⌃`)
TERMINAL
Ports
PORTS
Terminal 5, bash Use ⌥F1 for terminal accessibility help
Terminal input
remote SSH: nas
SSH: nas
No Problems
0
0
No Ports Forwarded
0
Notifications
Copilot status
Info: Downloading VS Code Server...
Command Succeeded
Review project and plan improvements
Session history
New session
Message actions
demo.py
demo.py
review the project and let me knwo how cna I use it. GIve overview of the service and suggestions o nhe improvements
Thinking
Thinking
Let me explore the project structure first.
Bash
List all files in garmin-connector project
IN
find /volume2/docker/garmin-connector -type f | sort
Copy code to clipboard
OUT
/volume2/docker/garmin-connector/db.py
/volume2/docker/garmin-connector/demo.py
/volume2/docker/garmin-connector/docker-compose.yml
/volume2/docker/garmin-connector/Dockerfile
/volume2/docker/garmin-connector/.env
/volume2/docker/garmin-connector/examples/sleep_data_example.json
/volume2/docker/garmin-connector/main.py
/volume2/docker/garmin-connector/models.py
/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc
/volume2/docker/garmin-connector/python-garminconnect-testing.md
/volume2/docker/garmin-connector/README.md
/volume2/docker/garmin-connector/requirements.txt
/volume2/docker/garmin-connector/sleep_processing.py
Read
README.md
README.md
Read
main.py
main.py
Read
docker-compose.yml
docker-compose.yml
Read
models.py
models.py
Read
db.py
db.py
Read
sleep_processing.py
sleep_processing.py
,
demo.py
demo.py
Thinking
Thinking
Read
requirements.txt
requirements.txt
Read
.env
.env
Thinking
Thinking
Now I have a complete picture of this project. Here's the full overview:
Service Overview
Service Overview
This is a
Garmin Connect data pipeline
— a FastAPI service that:
Authenticates to Garmin Connect using your credentials
Fetches health/fitness data (sleep, steps, heart rate) via the unofficial
garminconnect
Python library
Stores it in a local PostgreSQL database
Runs on Docker (port
8007
)
Architecture
Architecture
Copy code to clipboard
Docker
├── garmin-api (FastAPI, port 8007)
│ ├── Daily scheduler (currently 15:25 UTC)
│ └── REST endpoints
└── garmin-db (PostgreSQL, port 5436)
How to Use
How to Use
Start it:
Copy code to clipboard
cd /volume2/docker/garmin-connector
docker-compose up -d
Available endpoints:
Endpoint
Description
GET /fetch-today
Fetch today's sleep, steps & HR and store in DB
GET /sleep-raw?date_str=2025-05-20
Get raw Garmin sleep payload (not stored)
GET /garmin-methods
List all available Garmin
get_*
methods...
|
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Here's the full overview:","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Service Overview","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Service Overview","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"This is a","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Garmin Connect data pipeline","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— a FastAPI service that:","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Authenticates to Garmin Connect using your credentials","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Fetches health/fitness data (sleep, steps, heart rate) via the unofficial","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"garminconnect","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Python library","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Stores it in a local PostgreSQL database","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Runs on Docker (port","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"8007","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":")","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Architecture","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Architecture","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":6,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"Docker\n├── garmin-api (FastAPI, port 8007)\n│ ├── Daily scheduler (currently 15:25 UTC)\n│ └── REST endpoints\n└── garmin-db (PostgreSQL, port 5436)","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"How to Use","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"How to Use","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Start it:","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":6,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"cd /volume2/docker/garmin-connector\ndocker-compose up -d","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Available endpoints:","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Endpoint","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Description","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GET /fetch-today","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Fetch today's sleep, steps & HR and store in DB","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GET /sleep-raw?date_str=2025-05-20","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Get raw Garmin sleep payload (not stored)","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GET /garmin-methods","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"List all available Garmin","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"get_*","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"methods","depth":8,"on_screen":false,"role_description":"text"}]...
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Explorer (⇧⌘E)
Search (⇧⌘F)
Source Control (⌃⇧ Explorer (⇧⌘E)
Search (⇧⌘F)
Source Control (⌃⇧G)
Run and Debug (⇧⌘D)
Remote Explorer
Extensions (⇧⌘X) - 2 require update
2
Claude Code
Containers
EXPLORER
EXPLORER
Explorer Section: garmin-connector [SSH: nas]
Explorer Section: garmin-connector [SSH: nas]
GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
Dockerfile
main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
.env, preview, Editor Group 1
.env
.env
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
Problems (⇧⌘M)
PROBLEMS
Output (⇧⌘U)
OUTPUT
Debug Console (⇧⌘Y)
DEBUG CONSOLE
Terminal (⌃`)
TERMINAL
Ports
PORTS
Terminal 5, bash Use ⌥F1 for terminal accessibility help
Terminal input
remote SSH: nas
SSH: nas
No Problems
0
0
No Ports Forwarded
0
Notifications
Copilot status
Info: Downloading VS Code Server...
Command Succeeded
Review project and plan improvements
Session history
New session
Message actions
demo.py
demo.py
review the project and let me knwo how cna I use it. GIve overview of the service and suggestions o nhe improvements
Thinking
Thinking
Let me explore the project structure first.
Bash
List all files in garmin-connector project
IN
find /volume2/docker/garmin-connector -type f | sort
Copy code to clipboard
OUT
/volume2/docker/garmin-connector/db.py
/volume2/docker/garmin-connector/demo.py
/volume2/docker/garmin-connector/docker-compose.yml
/volume2/docker/garmin-connector/Dockerfile
/volume2/docker/garmin-connector/.env
/volume2/docker/garmin-connector/examples/sleep_data_example.json
/volume2/docker/garmin-connector/main.py
/volume2/docker/garmin-connector/models.py
/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc
/volume2/docker/garmin-connector/python-garminconnect-testing.md
/volume2/docker/garmin-connector/README.md
/volume2/docker/garmin-connector/requirements.txt
/volume2/docker/garmin-connector/sleep_processing.py
Read
README.md
README.md
Read
main.py
main.py
Read
docker-compose.yml
docker-compose.yml
Read
models.py
models.py
Read
db.py
db.py
Read
sleep_processing.py
sleep_processing.py
,
demo.py
demo.py
Thinking
Thinking
Read
requirements.txt
requirements.txt
Read
.env
.env
Thinking
Thinking
Now I have a complete picture of this project. Here's the full overview:
Service Overview
Service Overview
This is a
Garmin Connect data pipeline
— a FastAPI service that:
Authenticates to Garmin Connect using your credentials
Fetches health/fitness data (sleep, steps, heart rate) via the unofficial
garminconnect
Python library
Stores it in a local PostgreSQL database
Runs on Docker (port
8007
)
Architecture
Architecture
Copy code to clipboard
Docker
├── garmin-api (FastAPI, port 8007)
│ ├── Daily scheduler (currently 15:25 UTC)
│ └── REST endpoints
└── garmin-db (PostgreSQL, port 5436)
How to Use
How to Use
Start it:
Copy code to clipboard
cd /volume2/docker/garmin-connector
docker-compose up -d
Available endpoints:
Endpoint
Description
GET /fetch-today
Fetch today's sleep, steps & HR and store in DB
GET /sleep-raw?date_str=2025-05-20
Get raw Garmin sleep payload (not stored)
GET /garmin-methods
List all available Garmin
get_*
methods...
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Review project and plan … — garmin-connector [SSH: Review project and plan … — garmin-connector [SSH: nas]...
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Explorer (⇧⌘E)
Search (⇧⌘F)
Source Control (⌃⇧ Explorer (⇧⌘E)
Search (⇧⌘F)
Source Control (⌃⇧G)
Run and Debug (⇧⌘D)
Remote Explorer
Extensions (⇧⌘X) - 2 require update
2
Claude Code
Containers
EXPLORER
EXPLORER
Explorer Section: garmin-connector [SSH: nas]
Explorer Section: garmin-connector [SSH: nas]
GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
Dockerfile
main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
.env, preview, Editor Group 1
.env
.env
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
Problems (⇧⌘M)
PROBLEMS
Output (⇧⌘U)
OUTPUT
Debug Console (⇧⌘Y)
DEBUG CONSOLE
Terminal (⌃`)...
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Explorer Section: garmin-connector [SSH: nas]
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GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
Dockerfile
main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
.env, preview, Editor Group 1
.env
.env
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
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PROBLEMS
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Explorer Section: garmin-connector [SSH: nas]
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examples
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db.py
demo.py
docker-compose.yml
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main.py
models.py
python-garminconnect-testing.md
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requirements.txt
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ui.html
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.env, preview, Editor Group 1
.env
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GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
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Review project and plan improvements
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Message actions
demo.py
demo.py
review the project and let me knwo how cna I use it. GIve overview of the service and suggestions o nhe improvements
Thinking
Thinking
Let me explore the project structure first.
Bash
List all files in garmin-connector project
IN
find /volume2/docker/garmin-connector -type f | sort
Copy code to clipboard
OUT
/volume2/docker/garmin-connector/db.py
/volume2/docker/garmin-connector/demo.py
/volume2/docker/garmin-connector/docker-compose.yml
/volume2/docker/garmin-connector/Dockerfile
/volume2/docker/garmin-connector/.env
/volume2/docker/garmin-connector/examples/sleep_data_example.json
/volume2/docker/garmin-connector/main.py
/volume2/docker/garmin-connector/models.py
/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc
/volume2/docker/garmin-connector/python-garminconnect-testing.md
/volume2/docker/garmin-connector/README.md
/volume2/docker/garmin-connector/requirements.txt
/volume2/docker/garmin-connector/sleep_processing.py
Read
README.md
README.md
Read
main.py
main.py
Read
docker-compose.yml
docker-compose.yml
Read
models.py
models.py
Read
db.py
db.py
Read
sleep_processing.py
sleep_processing.py
,
demo.py
demo.py
Thinking
Thinking
Read
requirements.txt
requirements.txt
Read
.env
.env
Thinking
Thinking
Now I have a complete picture of this project. Here's the full overview:
Service Overview
Service Overview
This is a
Garmin Connect data pipeline
— a FastAPI service that:
Authenticates to Garmin Connect using your credentials
Fetches health/fitness data (sleep, steps, heart rate) via the unofficial
garminconnect
Python library
Stores it in a local PostgreSQL database
Runs on Docker (port
8007
)
Architecture
Architecture
Copy code to clipboard
Docker
├── garmin-api (FastAPI, port 8007)
│ ├── Daily scheduler (currently 15:25 UTC)
│ └── REST endpoints
└── garmin-db (PostgreSQL, port 5436)
How to Use
How to Use
Start it:
Copy code to clipboard
cd /volume2/docker/garmin-connector
docker-compose up -d
Available endpoints:
Endpoint
Description
GET /fetch-today
Fetch today's sleep, steps & HR and store in DB
GET /sleep-raw?date_str=2025-05-20
Get raw Garmin sleep payload (not stored)
GET /garmin-methods
List all available Garmin
get_*
methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Call any Garmin getter by name
Endpoint
GET /fetch-today
GET /sleep-raw?date_str=2025-05-20
GET /garmin-methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Description
Fetch today's sleep, steps & HR and store in DB
Get raw Garmin sleep payload (not stored)
List all available Garmin
get_*
methods
Call any Garmin getter by name
Endpoint
Description
Interactive demo script
(
demo.py
demo.py
) is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):
Copy code to clipboard
pip install garminconnect readchar requests
python demo.py
Issues & Improvement Suggestions
Issues & Improvement Suggestions
Critical
Critical
1. Credentials exposed in
.env
Your Garmin password is stored in plaintext in
.env
.env
— add
.env
to
.gitignore
immediately if this repo is ever pushed to git.
2. Duplicate data on repeated runs
main.py:58-93
main.py:58-93
—
fetch_and_store()
blindly
db.add()
s every time it runs. Calling
/fetch-today
twice creates duplicate rows for the same date. You need an upsert pattern (
ON CONFLICT DO UPDATE
or check-before-insert).
3. Scheduler time comment is wrong
main.py:101-103
main.py:101-103
— the code schedules at
hour=15, minute=25
but the comment says "03:00". Pick one and fix both.
Missing Functionality
Missing Functionality
4. No read endpoints for stored DB data
There are no
GET /sleep
,
GET /steps
,
GET /heartrate
endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.
5. No backfill endpoint
There's no way to fetch and store data for a past date range via the API. A
GET /fetch?date=2025-05-01
or
GET /backfill?start=2025-01-01&end=2025-05-25
endpoint would be useful.
6.
sleep_processing.py
is never used
sleep_processing.py
sleep_processing.py
is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a
/sleep-processed
endpoint or removed.
Data Model Gaps
Data Model Gaps
7. Sleep model loses detail
models.py:6-13
models.py:6-13
— the
Sleep
table only stores
start
,
end
,
duration_minutes
. It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.
sleep_processing.py
already parses all of this.
8.
HeartRate
rows volume
Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.
Code Quality
Code Quality
9. Session management is fragile
main.py:35-44
main.py:35-44
—
get_client()
re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on
401
errors.
10.
demo.py
depends on
readchar
not in
requirements.txt
requirements.txt
requirements.txt
—
demo.py
imports
readchar
which isn't listed, so
pip install -r requirements.txt
won't cover it. Either add it or keep a separate
requirements-dev.txt
.
Summary:
The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in
sleep_processing.py
for richer data, and (4) add a backfill endpoint for historical data.
Message actions
.env
.env
is there some UI. what is the database and what data are stored?
Thinking
Thinking
Bash
Check if garmin containers are running
IN
docker ps --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check all garmin containers including stopped ones
IN
docker ps -a --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
List all Docker containers
IN
docker ps -a 2>/dev/null | head -20
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check Docker availability
IN
docker info 2>&1 | head -5
Copy code to clipboard
OUT
Client: Docker Engine - Community
Version: 26.1.0
Context: default
Debug Mode: false
Plugins:
Bash
List all containers with names and status
IN
docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null
Copy code to clipboard
OUT
Exit code 1
Bash
List Docker contexts
IN
docker context ls 2>&1
Copy code to clipboard
OUT
NAME DESCRIPTION DOCKER ENDPOINT ERROR
default * Current DOCKER_HOST based configuration unix:///var/run/docker.sock
Bash
List all containers with sudo
IN
sudo docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | head -30
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check docker socket and current user groups
IN
ls /var/run/docker.sock 2>&1 && groups 2>&1
Copy code to clipboard
OUT
/var/run/docker.sock
admin users ughomeusers Media Social
Bash
Try docker ps with explicit socket
IN
DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20
Copy code to clipboard
OUT
permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get "http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1": dial unix /var/run/docker.sock: connect: permission denied
Thinking
Thinking
Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.
UI
UI
Only FastAPI's built-in Swagger UI
— no custom frontend exists.
Once the service is running, open in browser:
http://<your-nas-ip>:8007/docs
— interactive Swagger UI, lets you call all endpoints
http://<your-nas-ip>:8007/redoc
— alternative docs view
That's the only UI. There's no dashboard, no charts, no frontend.
Database
Database
PostgreSQL
(
garmin-db
, exposed on port
5436
).
Three tables, defined in
models.py
models.py
:
sleep
sleep
Column
Type
Notes
id
Integer PK
date
Date
start...
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It should either be wired into a","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"/sleep-processed","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"endpoint or removed.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Data Model Gaps","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Data Model Gaps","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"7. Sleep model loses detail","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"models.py:6-13","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"models.py:6-13","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— the","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Sleep","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"table only stores","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"start","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":",","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"end","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":",","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"duration_minutes","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":". It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"sleep_processing.py","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"already parses all of this.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"8.","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"HeartRate","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"rows volume","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Code Quality","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Code Quality","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"9. Session management is fragile","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"main.py:35-44","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"main.py:35-44","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"—","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"get_client()","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"401","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"errors.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"10.","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"demo.py","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"depends on","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"readchar","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"not in","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"requirements.txt","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"requirements.txt","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"requirements.txt","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"—","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"demo.py","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"imports","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"readchar","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"which isn't listed, so","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"pip install -r requirements.txt","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"won't cover it. Either add it or keep a separate","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"requirements-dev.txt","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":".","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Summary:","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"sleep_processing.py","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"for richer data, and (4) add a backfill endpoint for historical data.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Message actions","depth":7,"on_screen":false,"role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXButton","text":".env","depth":6,"on_screen":false,"role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":".env","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"is there some UI. what is the database and what data are stored?","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Thinking","depth":6,"on_screen":false,"role_description":"disclosure triangle","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"Thinking","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Check if garmin containers are running","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"docker ps --format \"table {{.Names}}\\t{{.Status}}\\t{{.Ports}}\" 2>/dev/null | grep -E \"garmin|NAMES\"","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"(Bash completed with no output)","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Check all garmin containers including stopped ones","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"docker ps -a --format \"table {{.Names}}\\t{{.Status}}\\t{{.Ports}}\" 2>/dev/null | grep -E \"garmin|NAMES\"","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"(Bash completed with no output)","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"List all Docker containers","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"docker ps -a 2>/dev/null | head -20","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"(Bash completed with no output)","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Check Docker availability","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"docker info 2>&1 | head -5","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Client: Docker Engine - Community\n Version: 26.1.0\n Context: default\n Debug Mode: false\n Plugins:","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"List all containers with names and status","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"docker ps -a --format \"{{.Names}}\\t{{.Status}}\\t{{.Ports}}\" 2>/dev/null","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Exit code 1","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"List Docker contexts","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"docker context ls 2>&1","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"NAME DESCRIPTION DOCKER ENDPOINT ERROR\ndefault * Current DOCKER_HOST based configuration unix:///var/run/docker.sock","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"List all containers with sudo","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"sudo docker ps -a --format \"{{.Names}}\\t{{.Status}}\\t{{.Ports}}\" 2>/dev/null | head -30","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"(Bash completed with no output)","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Check docker socket and current user groups","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"ls /var/run/docker.sock 2>&1 && groups 2>&1","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"/var/run/docker.sock\nadmin users ughomeusers Media Social","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Try docker ps with explicit socket","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get \"http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1\": dial unix /var/run/docker.sock: connect: permission denied","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Thinking","depth":6,"on_screen":false,"role_description":"disclosure triangle","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"Thinking","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"UI","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"UI","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Only FastAPI's built-in Swagger UI","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— no custom frontend exists.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Once the service is running, open in browser:","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"http://<your-nas-ip>:8007/docs","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— interactive Swagger UI, lets you call all endpoints","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"http://<your-nas-ip>:8007/redoc","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— alternative docs view","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"That's the only UI. There's no dashboard, no charts, no frontend.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Database","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Database","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"PostgreSQL","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"(","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"garmin-db","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":", exposed on port","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"5436","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":").","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Three tables, defined in","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"models.py","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"models.py","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":":","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"sleep","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"sleep","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Notes","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"id","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer PK","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"date","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Date","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"start","depth":9,"on_screen":false,"role_description":"text"}]...
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Explorer (⇧⌘E)
Search (⇧⌘F)
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Source Control (⌃⇧G)
Run and Debug (⇧⌘D)
Remote Explorer
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2
Claude Code
Containers
EXPLORER
EXPLORER
Explorer Section: garmin-connector [SSH: nas]
Explorer Section: garmin-connector [SSH: nas]
GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
Dockerfile
main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
.env, preview, Editor Group 1
.env
.env
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
Problems (⇧⌘M)
PROBLEMS
Output (⇧⌘U)
OUTPUT
Debug Console (⇧⌘Y)
DEBUG CONSOLE
Terminal (⌃`)
TERMINAL
Ports
PORTS
Terminal 5, bash Use ⌥F1 for terminal accessibility help
Terminal input
remote SSH: nas
SSH: nas
No Problems
0
0
No Ports Forwarded
0
Notifications
Copilot status
Info: Downloading VS Code Server...
Command Succeeded
Review project and plan improvements
Session history
New session
Message actions
demo.py
demo.py
review the project and let me knwo how cna I use it. GIve overview of the service and suggestions o nhe improvements
Thinking
Thinking
Let me explore the project structure first.
Bash
List all files in garmin-connector project
IN
find /volume2/docker/garmin-connector -type f | sort
Copy code to clipboard
OUT
/volume2/docker/garmin-connector/db.py
/volume2/docker/garmin-connector/demo.py
/volume2/docker/garmin-connector/docker-compose.yml
/volume2/docker/garmin-connector/Dockerfile
/volume2/docker/garmin-connector/.env
/volume2/docker/garmin-connector/examples/sleep_data_example.json
/volume2/docker/garmin-connector/main.py
/volume2/docker/garmin-connector/models.py
/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc
/volume2/docker/garmin-connector/python-garminconnect-testing.md
/volume2/docker/garmin-connector/README.md
/volume2/docker/garmin-connector/requirements.txt
/volume2/docker/garmin-connector/sleep_processing.py
Read
README.md
README.md
Read
main.py
main.py
Read
docker-compose.yml
docker-compose.yml
Read
models.py
models.py
Read
db.py
db.py
Read
sleep_processing.py
sleep_processing.py
,
demo.py
demo.py
Thinking
Thinking
Read
requirements.txt
requirements.txt
Read
.env
.env
Thinking
Thinking
Now I have a complete picture of this project. Here's the full overview:
Service Overview
Service Overview
This is a
Garmin Connect data pipeline
— a FastAPI service that:
Authenticates to Garmin Connect using your credentials
Fetches health/fitness data (sleep, steps, heart rate) via the unofficial
garminconnect
Python library
Stores it in a local PostgreSQL database
Runs on Docker (port
8007
)
Architecture
Architecture
Copy code to clipboard
Docker
├── garmin-api (FastAPI, port 8007)
│ ├── Daily scheduler (currently 15:25 UTC)
│ └── REST endpoints
└── garmin-db (PostgreSQL, port 5436)
How to Use
How to Use
Start it:
Copy code to clipboard
cd /volume2/docker/garmin-connector
docker-compose up -d
Available endpoints:
Endpoint
Description
GET /fetch-today
Fetch today's sleep, steps & HR and store in DB
GET /sleep-raw?date_str=2025-05-20
Get raw Garmin sleep payload (not stored)
GET /garmin-methods
List all available Garmin
get_*
methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Call any Garmin getter by name
Endpoint
GET /fetch-today
GET /sleep-raw?date_str=2025-05-20
GET /garmin-methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Description
Fetch today's sleep, steps & HR and store in DB
Get raw Garmin sleep payload (not stored)
List all available Garmin
get_*
methods
Call any Garmin getter by name
Endpoint
Description
Interactive demo script
(
demo.py
demo.py
) is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):
Copy code to clipboard
pip install garminconnect readchar requests
python demo.py
Issues & Improvement Suggestions
Issues & Improvement Suggestions
Critical
Critical
1. Credentials exposed in
.env
Your Garmin password is stored in plaintext in
.env
.env
— add
.env
to
.gitignore
immediately if this repo is ever pushed to git.
2. Duplicate data on repeated runs
main.py:58-93
main.py:58-93
—
fetch_and_store()
blindly
db.add()
s every time it runs. Calling
/fetch-today
twice creates duplicate rows for the same date. You need an upsert pattern (
ON CONFLICT DO UPDATE
or check-before-insert).
3. Scheduler time comment is wrong
main.py:101-103
main.py:101-103
— the code schedules at
hour=15, minute=25
but the comment says "03:00". Pick one and fix both.
Missing Functionality
Missing Functionality
4. No read endpoints for stored DB data
There are no
GET /sleep
,
GET /steps
,
GET /heartrate
endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.
5. No backfill endpoint
There's no way to fetch and store data for a past date range via the API. A
GET /fetch?date=2025-05-01
or
GET /backfill?start=2025-01-01&end=2025-05-25
endpoint would be useful.
6.
sleep_processing.py
is never used
sleep_processing.py
sleep_processing.py
is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a
/sleep-processed
endpoint or removed.
Data Model Gaps
Data Model Gaps
7. Sleep model loses detail
models.py:6-13
models.py:6-13
— the
Sleep
table only stores
start
,
end
,
duration_minutes
. It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.
sleep_processing.py
already parses all of this.
8.
HeartRate
rows volume
Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.
Code Quality
Code Quality
9. Session management is fragile
main.py:35-44
main.py:35-44
—
get_client()
re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on
401
errors.
10.
demo.py
depends on
readchar
not in
requirements.txt
requirements.txt
requirements.txt
—
demo.py
imports
readchar
which isn't listed, so
pip install -r requirements.txt
won't cover it. Either add it or keep a separate
requirements-dev.txt
.
Summary:
The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in
sleep_processing.py
for richer data, and (4) add a backfill endpoint for historical data.
Message actions
.env
.env
is there some UI. what is the database and what data are stored?
Thinking
Thinking
Bash
Check if garmin containers are running
IN
docker ps --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check all garmin containers including stopped ones
IN
docker ps -a --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
List all Docker containers
IN
docker ps -a 2>/dev/null | head -20
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check Docker availability
IN
docker info 2>&1 | head -5
Copy code to clipboard
OUT
Client: Docker Engine - Community
Version: 26.1.0
Context: default
Debug Mode: false
Plugins:
Bash
List all containers with names and status
IN
docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null
Copy code to clipboard
OUT
Exit code 1
Bash
List Docker contexts
IN
docker context ls 2>&1
Copy code to clipboard
OUT
NAME DESCRIPTION DOCKER ENDPOINT ERROR
default * Current DOCKER_HOST based configuration unix:///var/run/docker.sock
Bash
List all containers with sudo
IN
sudo docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | head -30
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check docker socket and current user groups
IN
ls /var/run/docker.sock 2>&1 && groups 2>&1
Copy code to clipboard
OUT
/var/run/docker.sock
admin users ughomeusers Media Social
Bash
Try docker ps with explicit socket
IN
DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20
Copy code to clipboard
OUT
permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get "http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1": dial unix /var/run/docker.sock: connect: permission denied
Thinking
Thinking
Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.
UI
UI
Only FastAPI's built-in Swagger UI
— no custom frontend exists.
Once the service is running, open in browser:
http://<your-nas-ip>:8007/docs
— interactive Swagger UI, lets you call all endpoints
http://<your-nas-ip>:8007/redoc
— alternative docs view
That's the only UI. There's no dashboard, no charts, no frontend.
Database
Database
PostgreSQL
(
garmin-db
, exposed on port
5436
).
Three tables, defined in
models.py
models.py
:
sleep
sleep
Column
Type
Notes
id
Integer PK
date
Date
start...
|
73574
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NULL
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NULL
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NULL
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|
73576
|
2627
|
53
|
2026-05-26T18:04:51.327183+00:00
|
/Users/lukas/.screenpipe/data/data/2026-05-26/1779 /Users/lukas/.screenpipe/data/data/2026-05-26/1779818691327_m2.jpg...
|
Code
|
Review project and plan … — garmin-connector [SSH: Review project and plan … — garmin-connector [SSH: nas]...
|
1
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NULL
|
monitor_2
|
NULL
|
NULL
|
NULL
|
NULL
|
Explorer (⇧⌘E)
Search (⇧⌘F)
Source Control (⌃⇧ Explorer (⇧⌘E)
Search (⇧⌘F)
Source Control (⌃⇧G)
Run and Debug (⇧⌘D)
Remote Explorer
Extensions (⇧⌘X) - 2 require update
2
Claude Code
Containers
EXPLORER
EXPLORER
Explorer Section: garmin-connector [SSH: nas]
Explorer Section: garmin-connector [SSH: nas]
GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
Dockerfile
main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
.env, preview, Editor Group 1
.env
.env
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
Problems (⇧⌘M)
PROBLEMS
Output (⇧⌘U)
OUTPUT
Debug Console (⇧⌘Y)
DEBUG CONSOLE
Terminal (⌃`)
TERMINAL
Ports
PORTS
Terminal 5, bash Use ⌥F1 for terminal accessibility help
Terminal input
remote SSH: nas
SSH: nas
No Problems
0
0
No Ports Forwarded
0
Notifications
Copilot status
Info: Downloading VS Code Server...
Command Succeeded
Review project and plan improvements
Session history
New session
Message actions
demo.py
demo.py
review the project and let me knwo how cna I use it. GIve overview of the service and suggestions o nhe improvements
Thinking
Thinking
Let me explore the project structure first.
Bash
List all files in garmin-connector project
IN
find /volume2/docker/garmin-connector -type f | sort
Copy code to clipboard
OUT
/volume2/docker/garmin-connector/db.py
/volume2/docker/garmin-connector/demo.py
/volume2/docker/garmin-connector/docker-compose.yml
/volume2/docker/garmin-connector/Dockerfile
/volume2/docker/garmin-connector/.env
/volume2/docker/garmin-connector/examples/sleep_data_example.json
/volume2/docker/garmin-connector/main.py
/volume2/docker/garmin-connector/models.py
/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc
/volume2/docker/garmin-connector/python-garminconnect-testing.md
/volume2/docker/garmin-connector/README.md
/volume2/docker/garmin-connector/requirements.txt
/volume2/docker/garmin-connector/sleep_processing.py
Read
README.md
README.md
Read
main.py
main.py
Read
docker-compose.yml
docker-compose.yml
Read
models.py
models.py
Read
db.py
db.py
Read
sleep_processing.py
sleep_processing.py
,
demo.py
demo.py
Thinking
Thinking
Read
requirements.txt
requirements.txt
Read
.env
.env
Thinking
Thinking
Now I have a complete picture of this project. Here's the full overview:
Service Overview
Service Overview
This is a
Garmin Connect data pipeline
— a FastAPI service that:
Authenticates to Garmin Connect using your credentials
Fetches health/fitness data (sleep, steps, heart rate) via the unofficial
garminconnect
Python library
Stores it in a local PostgreSQL database
Runs on Docker (port
8007
)
Architecture
Architecture
Copy code to clipboard
Docker
├── garmin-api (FastAPI, port 8007)
│ ├── Daily scheduler (currently 15:25 UTC)
│ └── REST endpoints
└── garmin-db (PostgreSQL, port 5436)
How to Use
How to Use
Start it:
Copy code to clipboard
cd /volume2/docker/garmin-connector
docker-compose up -d
Available endpoints:
Endpoint
Description
GET /fetch-today
Fetch today's sleep, steps & HR and store in DB
GET /sleep-raw?date_str=2025-05-20
Get raw Garmin sleep payload (not stored)
GET /garmin-methods
List all available Garmin
get_*
methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Call any Garmin getter by name
Endpoint
GET /fetch-today
GET /sleep-raw?date_str=2025-05-20
GET /garmin-methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Description
Fetch today's sleep, steps & HR and store in DB
Get raw Garmin sleep payload (not stored)
List all available Garmin
get_*
methods
Call any Garmin getter by name
Endpoint
Description
Interactive demo script
(
demo.py
demo.py
) is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):
Copy code to clipboard
pip install garminconnect readchar requests
python demo.py
Issues & Improvement Suggestions
Issues & Improvement Suggestions
Critical
Critical
1. Credentials exposed in
.env
Your Garmin password is stored in plaintext in
.env
.env
— add
.env
to
.gitignore
immediately if this repo is ever pushed to git.
2. Duplicate data on repeated runs
main.py:58-93
main.py:58-93
—
fetch_and_store()
blindly
db.add()
s every time it runs. Calling
/fetch-today
twice creates duplicate rows for the same date. You need an upsert pattern (
ON CONFLICT DO UPDATE
or check-before-insert).
3. Scheduler time comment is wrong
main.py:101-103
main.py:101-103
— the code schedules at
hour=15, minute=25
but the comment says "03:00". Pick one and fix both.
Missing Functionality
Missing Functionality
4. No read endpoints for stored DB data
There are no
GET /sleep
,
GET /steps
,
GET /heartrate
endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.
5. No backfill endpoint
There's no way to fetch and store data for a past date range via the API. A
GET /fetch?date=2025-05-01
or
GET /backfill?start=2025-01-01&end=2025-05-25
endpoint would be useful.
6.
sleep_processing.py
is never used
sleep_processing.py
sleep_processing.py
is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a
/sleep-processed
endpoint or removed.
Data Model Gaps
Data Model Gaps
7. Sleep model loses detail
models.py:6-13
models.py:6-13
— the
Sleep
table only stores
start
,
end
,
duration_minutes
. It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.
sleep_processing.py
already parses all of this.
8.
HeartRate
rows volume
Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.
Code Quality
Code Quality
9. Session management is fragile
main.py:35-44
main.py:35-44
—
get_client()
re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on
401
errors.
10.
demo.py
depends on
readchar
not in
requirements.txt
requirements.txt
requirements.txt
—
demo.py
imports
readchar
which isn't listed, so
pip install -r requirements.txt
won't cover it. Either add it or keep a separate
requirements-dev.txt
.
Summary:
The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in
sleep_processing.py
for richer data, and (4) add a backfill endpoint for historical data.
Message actions
.env
.env
is there some UI. what is the database and what data are stored?
Thinking
Thinking
Bash
Check if garmin containers are running
IN
docker ps --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check all garmin containers including stopped ones
IN
docker ps -a --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
List all Docker containers
IN
docker ps -a 2>/dev/null | head -20
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check Docker availability
IN
docker info 2>&1 | head -5
Copy code to clipboard
OUT
Client: Docker Engine - Community
Version: 26.1.0
Context: default
Debug Mode: false
Plugins:
Bash
List all containers with names and status
IN
docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null
Copy code to clipboard
OUT
Exit code 1
Bash
List Docker contexts
IN
docker context ls 2>&1
Copy code to clipboard
OUT
NAME DESCRIPTION DOCKER ENDPOINT ERROR
default * Current DOCKER_HOST based configuration unix:///var/run/docker.sock
Bash
List all containers with sudo
IN
sudo docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | head -30
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check docker socket and current user groups
IN
ls /var/run/docker.sock 2>&1 && groups 2>&1
Copy code to clipboard
OUT
/var/run/docker.sock
admin users ughomeusers Media Social
Bash
Try docker ps with explicit socket
IN
DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20
Copy code to clipboard
OUT
permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get "http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1": dial unix /var/run/docker.sock: connect: permission denied
Thinking
Thinking
Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.
UI
UI
Only FastAPI's built-in Swagger UI
— no custom frontend exists.
Once the service is running, open in browser:
http://<your-nas-ip>:8007/docs
— interactive Swagger UI, lets you call all endpoints
http://<your-nas-ip>:8007/redoc
— alternative docs view
That's the only UI. There's no dashboard, no charts, no frontend.
Database
Database
PostgreSQL
(
garmin-db
, exposed on port
5436
).
Three tables, defined in
models.py
models.py
:
sleep
sleep
Column
Type
Notes
id
Integer PK
date
Date
start
String
GMT timestamp (stored as raw string from Garmin)
end
String
GMT timestamp
duration_minutes
Integer
sleepTimeSeconds / 60
Column
id
date
start
end
duration_minutes
Type
Integer PK
Date
String
String...
|
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It should either be wired into a","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"/sleep-processed","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"endpoint or removed.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Data Model Gaps","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Data Model Gaps","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"7. Sleep model loses detail","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"models.py:6-13","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"models.py:6-13","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— the","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Sleep","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"table only stores","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"start","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":",","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"end","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":",","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"duration_minutes","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":". It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"sleep_processing.py","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"already parses all of this.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"8.","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"HeartRate","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"rows volume","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Code Quality","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Code Quality","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"9. Session management is fragile","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"main.py:35-44","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"main.py:35-44","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"—","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"get_client()","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"401","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"errors.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"10.","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"demo.py","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"depends on","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"readchar","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"not in","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"requirements.txt","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"requirements.txt","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"requirements.txt","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"—","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"demo.py","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"imports","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"readchar","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"which isn't listed, so","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"pip install -r requirements.txt","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"won't cover it. Either add it or keep a separate","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"requirements-dev.txt","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":".","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Summary:","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"sleep_processing.py","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"for richer data, and (4) add a backfill endpoint for historical data.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Message actions","depth":7,"on_screen":false,"role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXButton","text":".env","depth":6,"on_screen":false,"role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":".env","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"is there some UI. what is the database and what data are stored?","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Thinking","depth":6,"on_screen":false,"role_description":"disclosure triangle","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"Thinking","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Check if garmin containers are running","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"docker ps --format \"table {{.Names}}\\t{{.Status}}\\t{{.Ports}}\" 2>/dev/null | grep -E \"garmin|NAMES\"","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"(Bash completed with no output)","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Check all garmin containers including stopped ones","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"docker ps -a --format \"table {{.Names}}\\t{{.Status}}\\t{{.Ports}}\" 2>/dev/null | grep -E \"garmin|NAMES\"","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"(Bash completed with no output)","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"List all Docker containers","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"docker ps -a 2>/dev/null | head -20","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"(Bash completed with no output)","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Check Docker availability","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"docker info 2>&1 | head -5","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Client: Docker Engine - Community\n Version: 26.1.0\n Context: default\n Debug Mode: false\n Plugins:","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"List all containers with names and status","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"docker ps -a --format \"{{.Names}}\\t{{.Status}}\\t{{.Ports}}\" 2>/dev/null","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Exit code 1","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"List Docker contexts","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"docker context ls 2>&1","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"NAME DESCRIPTION DOCKER ENDPOINT ERROR\ndefault * Current DOCKER_HOST based configuration unix:///var/run/docker.sock","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"List all containers with sudo","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"sudo docker ps -a --format \"{{.Names}}\\t{{.Status}}\\t{{.Ports}}\" 2>/dev/null | head -30","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"(Bash completed with no output)","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Check docker socket and current user groups","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"ls /var/run/docker.sock 2>&1 && groups 2>&1","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"/var/run/docker.sock\nadmin users ughomeusers Media Social","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Try docker ps with explicit socket","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get \"http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1\": dial unix /var/run/docker.sock: connect: permission denied","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Thinking","depth":6,"on_screen":false,"role_description":"disclosure triangle","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"Thinking","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"UI","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"UI","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Only FastAPI's built-in Swagger UI","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— no custom frontend exists.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Once the service is running, open in browser:","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"http://<your-nas-ip>:8007/docs","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— interactive Swagger UI, lets you call all endpoints","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"http://<your-nas-ip>:8007/redoc","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— alternative docs view","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"That's the only UI. There's no dashboard, no charts, no frontend.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Database","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Database","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"PostgreSQL","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"(","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"garmin-db","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":", exposed on port","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"5436","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":").","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Three tables, defined in","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"models.py","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"models.py","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":":","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"sleep","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"sleep","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Notes","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"id","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer PK","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"date","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Date","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"start","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"String","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GMT timestamp (stored as raw string from Garmin)","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"end","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"String","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GMT timestamp","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"duration_minutes","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"sleepTimeSeconds / 60","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Column","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"id","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"date","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"start","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"end","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"duration_minutes","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Type","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Integer PK","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Date","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"String","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"String","depth":8,"on_screen":false,"role_description":"text"}]...
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accessibility
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NULL
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Explorer (⇧⌘E)
Search (⇧⌘F)
Source Control (⌃⇧ Explorer (⇧⌘E)
Search (⇧⌘F)
Source Control (⌃⇧G)
Run and Debug (⇧⌘D)
Remote Explorer
Extensions (⇧⌘X) - 2 require update
2
Claude Code
Containers
EXPLORER
EXPLORER
Explorer Section: garmin-connector [SSH: nas]
Explorer Section: garmin-connector [SSH: nas]
GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
Dockerfile
main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
.env, preview, Editor Group 1
.env
.env
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
Problems (⇧⌘M)
PROBLEMS
Output (⇧⌘U)
OUTPUT
Debug Console (⇧⌘Y)
DEBUG CONSOLE
Terminal (⌃`)
TERMINAL
Ports
PORTS
Terminal 5, bash Use ⌥F1 for terminal accessibility help
Terminal input
remote SSH: nas
SSH: nas
No Problems
0
0
No Ports Forwarded
0
Notifications
Copilot status
Info: Downloading VS Code Server...
Command Succeeded
Review project and plan improvements
Session history
New session
Message actions
demo.py
demo.py
review the project and let me knwo how cna I use it. GIve overview of the service and suggestions o nhe improvements
Thinking
Thinking
Let me explore the project structure first.
Bash
List all files in garmin-connector project
IN
find /volume2/docker/garmin-connector -type f | sort
Copy code to clipboard
OUT
/volume2/docker/garmin-connector/db.py
/volume2/docker/garmin-connector/demo.py
/volume2/docker/garmin-connector/docker-compose.yml
/volume2/docker/garmin-connector/Dockerfile
/volume2/docker/garmin-connector/.env
/volume2/docker/garmin-connector/examples/sleep_data_example.json
/volume2/docker/garmin-connector/main.py
/volume2/docker/garmin-connector/models.py
/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc
/volume2/docker/garmin-connector/python-garminconnect-testing.md
/volume2/docker/garmin-connector/README.md
/volume2/docker/garmin-connector/requirements.txt
/volume2/docker/garmin-connector/sleep_processing.py
Read
README.md
README.md
Read
main.py
main.py
Read
docker-compose.yml
docker-compose.yml
Read
models.py
models.py
Read
db.py
db.py
Read
sleep_processing.py
sleep_processing.py
,
demo.py
demo.py
Thinking
Thinking
Read
requirements.txt
requirements.txt
Read
.env
.env
Thinking
Thinking
Now I have a complete picture of this project. Here's the full overview:
Service Overview
Service Overview
This is a
Garmin Connect data pipeline
— a FastAPI service that:
Authenticates to Garmin Connect using your credentials
Fetches health/fitness data (sleep, steps, heart rate) via the unofficial
garminconnect
Python library
Stores it in a local PostgreSQL database
Runs on Docker (port
8007
)
Architecture
Architecture
Copy code to clipboard
Docker
├── garmin-api (FastAPI, port 8007)
│ ├── Daily scheduler (currently 15:25 UTC)
│ └── REST endpoints
└── garmin-db (PostgreSQL, port 5436)
How to Use
How to Use
Start it:
Copy code to clipboard
cd /volume2/docker/garmin-connector
docker-compose up -d
Available endpoints:
Endpoint
Description
GET /fetch-today
Fetch today's sleep, steps & HR and store in DB
GET /sleep-raw?date_str=2025-05-20
Get raw Garmin sleep payload (not stored)
GET /garmin-methods
List all available Garmin
get_*
methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Call any Garmin getter by name
Endpoint
GET /fetch-today
GET /sleep-raw?date_str=2025-05-20
GET /garmin-methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Description
Fetch today's sleep, steps & HR and store in DB
Get raw Garmin sleep payload (not stored)
List all available Garmin
get_*
methods
Call any Garmin getter by name
Endpoint
Description
Interactive demo script
(
demo.py
demo.py
) is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):
Copy code to clipboard
pip install garminconnect readchar requests
python demo.py
Issues & Improvement Suggestions
Issues & Improvement Suggestions
Critical
Critical
1. Credentials exposed in
.env
Your Garmin password is stored in plaintext in
.env
.env
— add
.env
to
.gitignore
immediately if this repo is ever pushed to git.
2. Duplicate data on repeated runs
main.py:58-93
main.py:58-93
—
fetch_and_store()
blindly
db.add()
s every time it runs. Calling
/fetch-today
twice creates duplicate rows for the same date. You need an upsert pattern (
ON CONFLICT DO UPDATE
or check-before-insert).
3. Scheduler time comment is wrong
main.py:101-103
main.py:101-103
— the code schedules at
hour=15, minute=25
but the comment says "03:00". Pick one and fix both.
Missing Functionality
Missing Functionality
4. No read endpoints for stored DB data
There are no
GET /sleep
,
GET /steps
,
GET /heartrate
endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.
5. No backfill endpoint
There's no way to fetch and store data for a past date range via the API. A
GET /fetch?date=2025-05-01
or
GET /backfill?start=2025-01-01&end=2025-05-25
endpoint would be useful.
6.
sleep_processing.py
is never used
sleep_processing.py
sleep_processing.py
is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a
/sleep-processed
endpoint or removed.
Data Model Gaps
Data Model Gaps
7. Sleep model loses detail
models.py:6-13
models.py:6-13
— the
Sleep
table only stores
start
,
end
,
duration_minutes
. It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.
sleep_processing.py
already parses all of this.
8.
HeartRate
rows volume
Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.
Code Quality
Code Quality
9. Session management is fragile
main.py:35-44
main.py:35-44
—
get_client()
re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on
401
errors.
10.
demo.py
depends on
readchar
not in
requirements.txt
requirements.txt
requirements.txt
—
demo.py
imports
readchar
which isn't listed, so
pip install -r requirements.txt
won't cover it. Either add it or keep a separate
requirements-dev.txt
.
Summary:
The core pipeline works, but the biggest wins are: (1) add read endpoints for the DB, (2) fix duplicate-insert issue, (3) wire in
sleep_processing.py
for richer data, and (4) add a backfill endpoint for historical data.
Message actions
.env
.env
is there some UI. what is the database and what data are stored?
Thinking
Thinking
Bash
Check if garmin containers are running
IN
docker ps --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check all garmin containers including stopped ones
IN
docker ps -a --format "table {{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | grep -E "garmin|NAMES"
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
List all Docker containers
IN
docker ps -a 2>/dev/null | head -20
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check Docker availability
IN
docker info 2>&1 | head -5
Copy code to clipboard
OUT
Client: Docker Engine - Community
Version: 26.1.0
Context: default
Debug Mode: false
Plugins:
Bash
List all containers with names and status
IN
docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null
Copy code to clipboard
OUT
Exit code 1
Bash
List Docker contexts
IN
docker context ls 2>&1
Copy code to clipboard
OUT
NAME DESCRIPTION DOCKER ENDPOINT ERROR
default * Current DOCKER_HOST based configuration unix:///var/run/docker.sock
Bash
List all containers with sudo
IN
sudo docker ps -a --format "{{.Names}}\t{{.Status}}\t{{.Ports}}" 2>/dev/null | head -30
Copy code to clipboard
OUT
(Bash completed with no output)
Bash
Check docker socket and current user groups
IN
ls /var/run/docker.sock 2>&1 && groups 2>&1
Copy code to clipboard
OUT
/var/run/docker.sock
admin users ughomeusers Media Social
Bash
Try docker ps with explicit socket
IN
DOCKER_HOST=unix:///var/run/docker.sock docker ps -a 2>&1 | head -20
Copy code to clipboard
OUT
permission denied while trying to connect to the Docker daemon socket at unix:///var/run/docker.sock: Get "http://%2Fvar%2Frun%2Fdocker.sock/v1.45/containers/json?all=1": dial unix /var/run/docker.sock: connect: permission denied
Thinking
Thinking
Docker isn't accessible from this shell session, so I can't query the live DB. But I can answer fully from the code.
UI
UI
Only FastAPI's built-in Swagger UI
— no custom frontend exists.
Once the service is running, open in browser:
http://<your-nas-ip>:8007/docs
— interactive Swagger UI, lets you call all endpoints
http://<your-nas-ip>:8007/redoc
— alternative docs view
That's the only UI. There's no dashboard, no charts, no frontend.
Database
Database
PostgreSQL
(
garmin-db
, exposed on port
5436
).
Three tables, defined in
models.py
models.py
:
sleep
sleep
Column
Type
Notes
id
Integer PK
date
Date
start
String
GMT timestamp (stored as raw string from Garmin)
end
String
GMT timestamp
duration_minutes
Integer
sleepTimeSeconds / 60
Column
id
date
start
end
duration_minutes
Type
Integer PK
Date
String
String...
|
NULL
|
NULL
|
NULL
|
NULL
|
|
73577
|
2627
|
54
|
2026-05-26T18:05:15.333145+00:00
|
/Users/lukas/.screenpipe/data/data/2026-05-26/1779 /Users/lukas/.screenpipe/data/data/2026-05-26/1779818715333_m2.jpg...
|
Code
|
Review project and plan … — garmin-connector [SSH: Review project and plan … — garmin-connector [SSH: nas]...
|
1
|
NULL
|
monitor_2
|
NULL
|
NULL
|
NULL
|
NULL
|
Explorer (⇧⌘E)
Search (⇧⌘F)
Source Control (⌃⇧ Explorer (⇧⌘E)
Search (⇧⌘F)
Source Control (⌃⇧G)
Run and Debug (⇧⌘D)
Remote Explorer
Extensions (⇧⌘X) - 2 require update
2
Claude Code
Containers
EXPLORER
EXPLORER
Explorer Section: garmin-connector [SSH: nas]
Explorer Section: garmin-connector [SSH: nas]
GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
Dockerfile
main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
.env, preview, Editor Group 1
.env
.env
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
Problems (⇧⌘M)
PROBLEMS
Output (⇧⌘U)
OUTPUT
Debug Console (⇧⌘Y)
DEBUG CONSOLE
Terminal (⌃`)
TERMINAL
Ports
PORTS
Terminal 5, bash Use ⌥F1 for terminal accessibility help
Terminal input
remote SSH: nas
SSH: nas
No Problems
0
0
No Ports Forwarded
0
Notifications
Copilot status
Info: Downloading VS Code Server...
Command Succeeded
Review project and plan improvements
Session history
New session
Message actions
demo.py
demo.py
review the project and let me knwo how cna I use it. GIve overview of the service and suggestions o nhe improvements
Thinking
Thinking
Let me explore the project structure first.
Bash
List all files in garmin-connector project
IN
find /volume2/docker/garmin-connector -type f | sort
Copy code to clipboard
OUT
/volume2/docker/garmin-connector/db.py
/volume2/docker/garmin-connector/demo.py
/volume2/docker/garmin-connector/docker-compose.yml
/volume2/docker/garmin-connector/Dockerfile
/volume2/docker/garmin-connector/.env
/volume2/docker/garmin-connector/examples/sleep_data_example.json
/volume2/docker/garmin-connector/main.py
/volume2/docker/garmin-connector/models.py
/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc
/volume2/docker/garmin-connector/python-garminconnect-testing.md
/volume2/docker/garmin-connector/README.md
/volume2/docker/garmin-connector/requirements.txt
/volume2/docker/garmin-connector/sleep_processing.py
Read
README.md
README.md
Read
main.py
main.py
Read
docker-compose.yml
docker-compose.yml
Read
models.py
models.py
Read
db.py
db.py
Read
sleep_processing.py
sleep_processing.py
,
demo.py
demo.py
Thinking
Thinking
Read
requirements.txt
requirements.txt
Read
.env
.env
Thinking
Thinking
Now I have a complete picture of this project. Here's the full overview:
Service Overview
Service Overview
This is a
Garmin Connect data pipeline
— a FastAPI service that:
Authenticates to Garmin Connect using your credentials
Fetches health/fitness data (sleep, steps, heart rate) via the unofficial
garminconnect
Python library
Stores it in a local PostgreSQL database
Runs on Docker (port
8007
)
Architecture
Architecture
Copy code to clipboard
Docker
├── garmin-api (FastAPI, port 8007)
│ ├── Daily scheduler (currently 15:25 UTC)
│ └── REST endpoints
└── garmin-db (PostgreSQL, port 5436)
How to Use
How to Use
Start it:
Copy code to clipboard
cd /volume2/docker/garmin-connector
docker-compose up -d
Available endpoints:
Endpoint
Description
GET /fetch-today
Fetch today's sleep, steps & HR and store in DB
GET /sleep-raw?date_str=2025-05-20
Get raw Garmin sleep payload (not stored)
GET /garmin-methods
List all available Garmin
get_*
methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Call any Garmin getter by name
Endpoint
GET /fetch-today
GET /sleep-raw?date_str=2025-05-20
GET /garmin-methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Description
Fetch today's sleep, steps & HR and store in DB
Get raw Garmin sleep payload (not stored)
List all available Garmin
get_*
methods
Call any Garmin getter by name
Endpoint
Description
Interactive demo script
(
demo.py
demo.py
) is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):
Copy code to clipboard
pip install garminconnect readchar requests
python demo.py
Issues & Improvement Suggestions
Issues & Improvement Suggestions
Critical
Critical
1. Credentials exposed in
.env
Your Garmin password is stored in plaintext in
.env
.env
— add
.env
to
.gitignore
immediately if this repo is ever pushed to git.
2. Duplicate data on repeated runs
main.py:58-93
main.py:58-93
—
fetch_and_store()
blindly
db.add()
s every time it runs. Calling
/fetch-today
twice creates duplicate rows for the same date. You need an upsert pattern (
ON CONFLICT DO UPDATE
or check-before-insert).
3. Scheduler time comment is wrong
main.py:101-103
main.py:101-103
— the code schedules at
hour=15, minute=25
but the comment says "03:00". Pick one and fix both.
Missing Functionality
Missing Functionality
4. No read endpoints for stored DB data
There are no
GET /sleep
,
GET /steps
,
GET /heartrate
endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly....
|
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Forwarded","depth":8,"bounds":{"left":0.054521278,"top":0.98244214,"width":0.012632979,"height":0.01755786},"on_screen":true,"role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"","depth":9,"bounds":{"left":0.05618351,"top":0.9848364,"width":0.0056515955,"height":0.012769354},"on_screen":true,"role_description":"text"},{"role":"AXStaticText","text":"0","depth":9,"bounds":{"left":0.061502658,"top":0.9856345,"width":0.0039893617,"height":0.011173184},"on_screen":true,"role_description":"text"},{"role":"AXButton","text":"Notifications","depth":8,"bounds":{"left":0.9886968,"top":0.98244214,"width":0.010638298,"height":0.01755786},"on_screen":true,"role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXButton","text":"Copilot status","depth":8,"bounds":{"left":0.9790558,"top":0.98244214,"width":0.008643617,"height":0.01755786},"on_screen":true,"role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"Info: Downloading VS Code Server...","depth":4,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Command Succeeded","depth":4,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Review project and plan improvements","depth":2,"bounds":{"left":0.5555186,"top":0.08060654,"width":0.09075798,"height":0.022346368},"on_screen":true,"role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXButton","text":"Session history","depth":2,"bounds":{"left":0.9780585,"top":0.08060654,"width":0.00930851,"height":0.022346368},"on_screen":true,"help_text":"Session history","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXButton","text":"New session","depth":2,"bounds":{"left":0.9886968,"top":0.08060654,"width":0.00930851,"height":0.022346368},"on_screen":true,"help_text":"New session","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXButton","text":"Message actions","depth":7,"on_screen":false,"role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXButton","text":"demo.py","depth":6,"on_screen":false,"role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"demo.py","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"review the project and let me knwo how cna I use it. GIve overview of the service and suggestions o nhe improvements","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Thinking","depth":6,"on_screen":false,"role_description":"disclosure triangle","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"Thinking","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Let me explore the project structure first.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Bash","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"List all files in garmin-connector project","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"IN","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"find /volume2/docker/garmin-connector -type f | sort","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":7,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"/volume2/docker/garmin-connector/db.py\n/volume2/docker/garmin-connector/demo.py\n/volume2/docker/garmin-connector/docker-compose.yml\n/volume2/docker/garmin-connector/Dockerfile\n/volume2/docker/garmin-connector/.env\n/volume2/docker/garmin-connector/examples/sleep_data_example.json\n/volume2/docker/garmin-connector/main.py\n/volume2/docker/garmin-connector/models.py\n/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc\n/volume2/docker/garmin-connector/python-garminconnect-testing.md\n/volume2/docker/garmin-connector/README.md\n/volume2/docker/garmin-connector/requirements.txt\n/volume2/docker/garmin-connector/sleep_processing.py","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Read","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"README.md","depth":7,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"README.md","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Read","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"main.py","depth":7,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"main.py","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Read","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"docker-compose.yml","depth":7,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"docker-compose.yml","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Read","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"models.py","depth":7,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"models.py","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Read","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"db.py","depth":7,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"db.py","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Read","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"sleep_processing.py","depth":7,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"sleep_processing.py","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":",","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"demo.py","depth":7,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"demo.py","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Thinking","depth":6,"on_screen":false,"role_description":"disclosure triangle","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"Thinking","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Read","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"requirements.txt","depth":7,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"requirements.txt","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Read","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":".env","depth":7,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":".env","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Thinking","depth":6,"on_screen":false,"role_description":"disclosure triangle","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"Thinking","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Now I have a complete picture of this project. Here's the full overview:","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Service Overview","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Service Overview","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"This is a","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Garmin Connect data pipeline","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— a FastAPI service that:","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Authenticates to Garmin Connect using your credentials","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Fetches health/fitness data (sleep, steps, heart rate) via the unofficial","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"garminconnect","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Python library","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Stores it in a local PostgreSQL database","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Runs on Docker (port","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"8007","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":")","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Architecture","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Architecture","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":6,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"Docker\n├── garmin-api (FastAPI, port 8007)\n│ ├── Daily scheduler (currently 15:25 UTC)\n│ └── REST endpoints\n└── garmin-db (PostgreSQL, port 5436)","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"How to Use","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"How to Use","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Start it:","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":6,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"cd /volume2/docker/garmin-connector\ndocker-compose up -d","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Available endpoints:","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Endpoint","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Description","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GET /fetch-today","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Fetch today's sleep, steps & HR and store in DB","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GET /sleep-raw?date_str=2025-05-20","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Get raw Garmin sleep payload (not stored)","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GET /garmin-methods","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"List all available Garmin","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"get_*","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"methods","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GET /garmin-call?method=get_stress_data&date=2025-05-20","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Call any Garmin getter by name","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Endpoint","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GET /fetch-today","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GET /sleep-raw?date_str=2025-05-20","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GET /garmin-methods","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GET /garmin-call?method=get_stress_data&date=2025-05-20","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Description","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Fetch today's sleep, steps & HR and store in DB","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Get raw Garmin sleep payload (not stored)","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"List all available Garmin","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"get_*","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"methods","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Call any Garmin getter by name","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Endpoint","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Description","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Interactive demo script","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"(","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"demo.py","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"demo.py","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":") is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":6,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"pip install garminconnect readchar requests\npython demo.py","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Issues & Improvement Suggestions","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Issues & Improvement Suggestions","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Critical","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Critical","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"1. Credentials exposed in","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":".env","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Your Garmin password is stored in plaintext in","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":".env","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":".env","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— add","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":".env","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"to","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":".gitignore","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"immediately if this repo is ever pushed to git.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"2. Duplicate data on repeated runs","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"main.py:58-93","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"main.py:58-93","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"—","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"fetch_and_store()","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"blindly","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"db.add()","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"s every time it runs. Calling","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"/fetch-today","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"twice creates duplicate rows for the same date. You need an upsert pattern (","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"ON CONFLICT DO UPDATE","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"or check-before-insert).","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"3. Scheduler time comment is wrong","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"main.py:101-103","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"main.py:101-103","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— the code schedules at","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"hour=15, minute=25","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"but the comment says \"03:00\". Pick one and fix both.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Missing Functionality","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Missing Functionality","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"4. No read endpoints for stored DB data","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"There are no","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GET /sleep","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":",","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GET /steps","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":",","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GET /heartrate","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.","depth":6,"on_screen":false,"role_description":"text"}]...
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click
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Explorer (⇧⌘E)
Search (⇧⌘F)
Source Control (⌃⇧ Explorer (⇧⌘E)
Search (⇧⌘F)
Source Control (⌃⇧G)
Run and Debug (⇧⌘D)
Remote Explorer
Extensions (⇧⌘X) - 2 require update
2
Claude Code
Containers
EXPLORER
EXPLORER
Explorer Section: garmin-connector [SSH: nas]
Explorer Section: garmin-connector [SSH: nas]
GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
Dockerfile
main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
.env, preview, Editor Group 1
.env
.env
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
Problems (⇧⌘M)
PROBLEMS
Output (⇧⌘U)
OUTPUT
Debug Console (⇧⌘Y)
DEBUG CONSOLE
Terminal (⌃`)
TERMINAL
Ports
PORTS
Terminal 5, bash Use ⌥F1 for terminal accessibility help
Terminal input
remote SSH: nas
SSH: nas
No Problems
0
0
No Ports Forwarded
0
Notifications
Copilot status
Info: Downloading VS Code Server...
Command Succeeded
Review project and plan improvements
Session history
New session
Message actions
demo.py
demo.py
review the project and let me knwo how cna I use it. GIve overview of the service and suggestions o nhe improvements
Thinking
Thinking
Let me explore the project structure first.
Bash
List all files in garmin-connector project
IN
find /volume2/docker/garmin-connector -type f | sort
Copy code to clipboard
OUT
/volume2/docker/garmin-connector/db.py
/volume2/docker/garmin-connector/demo.py
/volume2/docker/garmin-connector/docker-compose.yml
/volume2/docker/garmin-connector/Dockerfile
/volume2/docker/garmin-connector/.env
/volume2/docker/garmin-connector/examples/sleep_data_example.json
/volume2/docker/garmin-connector/main.py
/volume2/docker/garmin-connector/models.py
/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc
/volume2/docker/garmin-connector/python-garminconnect-testing.md
/volume2/docker/garmin-connector/README.md
/volume2/docker/garmin-connector/requirements.txt
/volume2/docker/garmin-connector/sleep_processing.py
Read
README.md
README.md
Read
main.py
main.py
Read
docker-compose.yml
docker-compose.yml
Read
models.py
models.py
Read
db.py
db.py
Read
sleep_processing.py
sleep_processing.py
,
demo.py
demo.py
Thinking
Thinking
Read
requirements.txt
requirements.txt
Read
.env
.env
Thinking
Thinking
Now I have a complete picture of this project. Here's the full overview:
Service Overview
Service Overview
This is a
Garmin Connect data pipeline
— a FastAPI service that:
Authenticates to Garmin Connect using your credentials
Fetches health/fitness data (sleep, steps, heart rate) via the unofficial
garminconnect
Python library
Stores it in a local PostgreSQL database
Runs on Docker (port
8007
)
Architecture
Architecture
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Docker
├── garmin-api (FastAPI, port 8007)
│ ├── Daily scheduler (currently 15:25 UTC)
│ └── REST endpoints
└── garmin-db (PostgreSQL, port 5436)
How to Use
How to Use
Start it:
Copy code to clipboard
cd /volume2/docker/garmin-connector
docker-compose up -d
Available endpoints:
Endpoint
Description
GET /fetch-today
Fetch today's sleep, steps & HR and store in DB
GET /sleep-raw?date_str=2025-05-20
Get raw Garmin sleep payload (not stored)
GET /garmin-methods
List all available Garmin
get_*
methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Call any Garmin getter by name
Endpoint
GET /fetch-today
GET /sleep-raw?date_str=2025-05-20
GET /garmin-methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Description
Fetch today's sleep, steps & HR and store in DB
Get raw Garmin sleep payload (not stored)
List all available Garmin
get_*
methods
Call any Garmin getter by name
Endpoint
Description
Interactive demo script
(
demo.py
demo.py
) is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):
Copy code to clipboard
pip install garminconnect readchar requests
python demo.py
Issues & Improvement Suggestions
Issues & Improvement Suggestions
Critical
Critical
1. Credentials exposed in
.env
Your Garmin password is stored in plaintext in
.env
.env
— add
.env
to
.gitignore
immediately if this repo is ever pushed to git.
2. Duplicate data on repeated runs
main.py:58-93
main.py:58-93
—
fetch_and_store()
blindly
db.add()
s every time it runs. Calling
/fetch-today
twice creates duplicate rows for the same date. You need an upsert pattern (
ON CONFLICT DO UPDATE
or check-before-insert).
3. Scheduler time comment is wrong
main.py:101-103
main.py:101-103
— the code schedules at
hour=15, minute=25
but the comment says "03:00". Pick one and fix both.
Missing Functionality
Missing Functionality
4. No read endpoints for stored DB data
There are no
GET /sleep
,
GET /steps
,
GET /heartrate
endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly....
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Explorer (⇧⌘E)
Search (⇧⌘F)
Source Control (⌃⇧ Explorer (⇧⌘E)
Search (⇧⌘F)
Source Control (⌃⇧G)
Run and Debug (⇧⌘D)
Remote Explorer
Extensions (⇧⌘X) - 2 require update
2
Claude Code
Containers
EXPLORER
EXPLORER
Explorer Section: garmin-connector [SSH: nas]
Explorer Section: garmin-connector [SSH: nas]
GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
Dockerfile
main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
.env, preview, Editor Group 1
.env
.env
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
Problems (⇧⌘M)
PROBLEMS
Output (⇧⌘U)
OUTPUT
Debug Console (⇧⌘Y)
DEBUG CONSOLE
Terminal (⌃`)
TERMINAL
Ports
PORTS
Terminal 5, bash Use ⌥F1 for terminal accessibility help
Terminal input
remote SSH: nas
SSH: nas
No Problems
0
0
No Ports Forwarded
0
Notifications
Copilot status
Info: Downloading VS Code Server...
Command Succeeded
Review project and plan improvements
Session history
New session
Message actions
demo.py
demo.py
review the project and let me knwo how cna I use it. GIve overview of the service and suggestions o nhe improvements
Thinking
Thinking
Let me explore the project structure first.
Bash
List all files in garmin-connector project
IN
find /volume2/docker/garmin-connector -type f | sort
Copy code to clipboard
OUT
/volume2/docker/garmin-connector/db.py
/volume2/docker/garmin-connector/demo.py
/volume2/docker/garmin-connector/docker-compose.yml
/volume2/docker/garmin-connector/Dockerfile
/volume2/docker/garmin-connector/.env
/volume2/docker/garmin-connector/examples/sleep_data_example.json
/volume2/docker/garmin-connector/main.py
/volume2/docker/garmin-connector/models.py
/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc
/volume2/docker/garmin-connector/python-garminconnect-testing.md
/volume2/docker/garmin-connector/README.md
/volume2/docker/garmin-connector/requirements.txt
/volume2/docker/garmin-connector/sleep_processing.py
Read
README.md
README.md
Read
main.py
main.py
Read
docker-compose.yml
docker-compose.yml
Read
models.py
models.py
Read
db.py
db.py
Read
sleep_processing.py
sleep_processing.py
,
demo.py
demo.py
Thinking
Thinking
Read
requirements.txt
requirements.txt
Read
.env
.env
Thinking
Thinking
Now I have a complete picture of this project. Here's the full overview:
Service Overview
Service Overview
This is a
Garmin Connect data pipeline
— a FastAPI service that:
Authenticates to Garmin Connect using your credentials
Fetches health/fitness data (sleep, steps, heart rate) via the unofficial
garminconnect
Python library
Stores it in a local PostgreSQL database
Runs on Docker (port
8007
)
Architecture
Architecture
Copy code to clipboard
Docker
├── garmin-api (FastAPI, port 8007)
│ ├── Daily scheduler (currently 15:25 UTC)
│ └── REST endpoints
└── garmin-db (PostgreSQL, port 5436)
How to Use
How to Use
Start it:
Copy code to clipboard
cd /volume2/docker/garmin-connector
docker-compose up -d
Available endpoints:
Endpoint
Description
GET /fetch-today
Fetch today's sleep, steps & HR and store in DB
GET /sleep-raw?date_str=2025-05-20
Get raw Garmin sleep payload (not stored)
GET /garmin-methods
List all available Garmin
get_*
methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Call any Garmin getter by name
Endpoint
GET /fetch-today
GET /sleep-raw?date_str=2025-05-20
GET /garmin-methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Description
Fetch today's sleep, steps & HR and store in DB
Get raw Garmin sleep payload (not stored)
List all available Garmin
get_*
methods
Call any Garmin getter by name
Endpoint
Description
Interactive demo script
(
demo.py
demo.py
) is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):
Copy code to clipboard
pip install garminconnect readchar requests
python demo.py
Issues & Improvement Suggestions
Issues & Improvement Suggestions
Critical
Critical
1. Credentials exposed in
.env
Your Garmin password is stored in plaintext in
.env
.env
— add
.env
to
.gitignore
immediately if this repo is ever pushed to git.
2. Duplicate data on repeated runs
main.py:58-93
main.py:58-93
—
fetch_and_store()
blindly
db.add()
s every time it runs. Calling
/fetch-today
twice creates duplicate rows for the same date. You need an upsert pattern (
ON CONFLICT DO UPDATE
or check-before-insert).
3. Scheduler time comment is wrong
main.py:101-103
main.py:101-103
— the code schedules at
hour=15, minute=25
but the comment says "03:00". Pick one and fix both.
Missing Functionality
Missing Functionality
4. No read endpoints for stored DB data
There are no
GET /sleep
,
GET /steps
,
GET /heartrate
endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.
5. No backfill endpoint
There's no way to fetch and store data for a past date range via the API. A
GET /fetch?date=2025-05-01
or
GET /backfill?start=2025-01-01&end=2025-05-25
endpoint would be useful.
6.
sleep_processing.py
is never used
sleep_processing.py
sleep_processing.py
is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a
/sleep-processed
endpoint or removed.
Data Model Gaps
Data Model Gaps
7. Sleep model loses detail
models.py:6-13
models.py:6-13
— the
Sleep
table only stores
start
,
end
,
duration_minutes
. It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.
sleep_processing.py
already parses all of this.
8.
HeartRate
rows volume
Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.
Code Quality
Code Quality
9. Session management is fragile
main.py:35-44
main.py:35-44
—
get_client()
re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on
401
errors.
10.
demo.py
depends on
readchar
not in
requirements.txt
requirements.txt
requirements.txt
—
demo.py
imports
readchar
which isn't listed, so
pip install -r requirements.txt
won't cover it. Either add it or keep a separate
requirements-dev.txt
....
|
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code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"OUT","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"/volume2/docker/garmin-connector/db.py\n/volume2/docker/garmin-connector/demo.py\n/volume2/docker/garmin-connector/docker-compose.yml\n/volume2/docker/garmin-connector/Dockerfile\n/volume2/docker/garmin-connector/.env\n/volume2/docker/garmin-connector/examples/sleep_data_example.json\n/volume2/docker/garmin-connector/main.py\n/volume2/docker/garmin-connector/models.py\n/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc\n/volume2/docker/garmin-connector/python-garminconnect-testing.md\n/volume2/docker/garmin-connector/README.md\n/volume2/docker/garmin-connector/requirements.txt\n/volume2/docker/garmin-connector/sleep_processing.py","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Read","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"README.md","depth":7,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"README.md","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Read","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"main.py","depth":7,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"main.py","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Read","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"docker-compose.yml","depth":7,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"docker-compose.yml","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Read","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"models.py","depth":7,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"models.py","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Read","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"db.py","depth":7,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"db.py","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Read","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"sleep_processing.py","depth":7,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"sleep_processing.py","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":",","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"demo.py","depth":7,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"demo.py","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Thinking","depth":6,"on_screen":false,"role_description":"disclosure triangle","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"Thinking","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Read","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"requirements.txt","depth":7,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"requirements.txt","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Read","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":".env","depth":7,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":".env","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Thinking","depth":6,"on_screen":false,"role_description":"disclosure triangle","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"Thinking","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Now I have a complete picture of this project. Here's the full overview:","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Service Overview","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Service Overview","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"This is a","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Garmin Connect data pipeline","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— a FastAPI service that:","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Authenticates to Garmin Connect using your credentials","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Fetches health/fitness data (sleep, steps, heart rate) via the unofficial","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"garminconnect","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Python library","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Stores it in a local PostgreSQL database","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Runs on Docker (port","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"8007","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":")","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Architecture","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Architecture","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":6,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"Docker\n├── garmin-api (FastAPI, port 8007)\n│ ├── Daily scheduler (currently 15:25 UTC)\n│ └── REST endpoints\n└── garmin-db (PostgreSQL, port 5436)","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"How to Use","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"How to Use","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Start it:","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":6,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"cd /volume2/docker/garmin-connector\ndocker-compose up -d","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Available endpoints:","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Endpoint","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Description","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GET /fetch-today","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Fetch today's sleep, steps & HR and store in DB","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GET /sleep-raw?date_str=2025-05-20","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Get raw Garmin sleep payload (not stored)","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GET /garmin-methods","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"List all available Garmin","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"get_*","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"methods","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GET /garmin-call?method=get_stress_data&date=2025-05-20","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Call any Garmin getter by name","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Endpoint","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GET /fetch-today","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GET /sleep-raw?date_str=2025-05-20","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GET /garmin-methods","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GET /garmin-call?method=get_stress_data&date=2025-05-20","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Description","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Fetch today's sleep, steps & HR and store in DB","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Get raw Garmin sleep payload (not stored)","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"List all available Garmin","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"get_*","depth":9,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"methods","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Call any Garmin getter by name","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Endpoint","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Description","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Interactive demo script","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"(","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"demo.py","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"demo.py","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":") is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXButton","text":"Copy code to clipboard","depth":6,"on_screen":false,"help_text":"Copy code","role_description":"button","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"pip install garminconnect readchar requests\npython demo.py","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Issues & Improvement Suggestions","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Issues & Improvement Suggestions","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Critical","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Critical","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"1. Credentials exposed in","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":".env","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Your Garmin password is stored in plaintext in","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":".env","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":".env","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— add","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":".env","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"to","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":".gitignore","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"immediately if this repo is ever pushed to git.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"2. Duplicate data on repeated runs","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"main.py:58-93","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"main.py:58-93","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"—","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"fetch_and_store()","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"blindly","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"db.add()","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"s every time it runs. Calling","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"/fetch-today","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"twice creates duplicate rows for the same date. You need an upsert pattern (","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"ON CONFLICT DO UPDATE","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"or check-before-insert).","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"3. Scheduler time comment is wrong","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"main.py:101-103","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"main.py:101-103","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— the code schedules at","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"hour=15, minute=25","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"but the comment says \"03:00\". Pick one and fix both.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Missing Functionality","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Missing Functionality","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"4. No read endpoints for stored DB data","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"There are no","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GET /sleep","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":",","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GET /steps","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":",","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GET /heartrate","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"5. No backfill endpoint","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"There's no way to fetch and store data for a past date range via the API. A","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GET /fetch?date=2025-05-01","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"or","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"GET /backfill?start=2025-01-01&end=2025-05-25","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"endpoint would be useful.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"6.","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"sleep_processing.py","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"is never used","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"sleep_processing.py","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"sleep_processing.py","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"/sleep-processed","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"endpoint or removed.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Data Model Gaps","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Data Model Gaps","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"7. Sleep model loses detail","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"models.py:6-13","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"models.py:6-13","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"— the","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Sleep","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"table only stores","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"start","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":",","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"end","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":",","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"duration_minutes","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":". It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"sleep_processing.py","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"already parses all of this.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"8.","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"HeartRate","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"rows volume","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXHeading","text":"Code Quality","depth":5,"on_screen":false,"role_description":"heading"},{"role":"AXStaticText","text":"Code Quality","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"9. Session management is fragile","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"main.py:35-44","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"main.py:35-44","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"—","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"get_client()","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"401","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"errors.","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"10.","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"demo.py","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"depends on","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"readchar","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"not in","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"requirements.txt","depth":8,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXLink","text":"requirements.txt","depth":6,"on_screen":false,"role_description":"link","is_enabled":true,"is_focused":false,"is_selected":false,"is_expanded":false},{"role":"AXStaticText","text":"requirements.txt","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"—","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"demo.py","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"imports","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"readchar","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"which isn't listed, so","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"pip install -r requirements.txt","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"won't cover it. Either add it or keep a separate","depth":6,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":"requirements-dev.txt","depth":7,"on_screen":false,"role_description":"text"},{"role":"AXStaticText","text":".","depth":6,"on_screen":false,"role_description":"text"}]...
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Claude Code
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Explorer Section: garmin-connector [SSH: nas]
Explorer Section: garmin-connector [SSH: nas]
GARMIN-CONNECTOR [SSH: NAS]
__pycache__
examples
.env
db.py
demo.py
docker-compose.yml
Dockerfile
main.py
models.py
python-garminconnect-testing.md
README.md
requirements.txt
sleep_processing.py
ui.html
Outline Section
OUTLINE
OUTLINE
Timeline Section
TIMELINE
TIMELINE
.env, preview, Editor Group 1
.env
.env
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
GARMIN_EMAIL=[EMAIL]
[ENV_SECRET]
POSTGRES_USER=garmin
[ENV_SECRET]
POSTGRES_DB=garmin_db
POSTGRES_HOST=db
POSTGRES_PORT=5432
Review project and plan …, Editor Group 2
Review project and plan …
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PROBLEMS
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demo.py
demo.py
review the project and let me knwo how cna I use it. GIve overview of the service and suggestions o nhe improvements
Thinking
Thinking
Let me explore the project structure first.
Bash
List all files in garmin-connector project
IN
find /volume2/docker/garmin-connector -type f | sort
Copy code to clipboard
OUT
/volume2/docker/garmin-connector/db.py
/volume2/docker/garmin-connector/demo.py
/volume2/docker/garmin-connector/docker-compose.yml
/volume2/docker/garmin-connector/Dockerfile
/volume2/docker/garmin-connector/.env
/volume2/docker/garmin-connector/examples/sleep_data_example.json
/volume2/docker/garmin-connector/main.py
/volume2/docker/garmin-connector/models.py
/volume2/docker/garmin-connector/__pycache__/sleep_processing.cpython-311.pyc
/volume2/docker/garmin-connector/python-garminconnect-testing.md
/volume2/docker/garmin-connector/README.md
/volume2/docker/garmin-connector/requirements.txt
/volume2/docker/garmin-connector/sleep_processing.py
Read
README.md
README.md
Read
main.py
main.py
Read
docker-compose.yml
docker-compose.yml
Read
models.py
models.py
Read
db.py
db.py
Read
sleep_processing.py
sleep_processing.py
,
demo.py
demo.py
Thinking
Thinking
Read
requirements.txt
requirements.txt
Read
.env
.env
Thinking
Thinking
Now I have a complete picture of this project. Here's the full overview:
Service Overview
Service Overview
This is a
Garmin Connect data pipeline
— a FastAPI service that:
Authenticates to Garmin Connect using your credentials
Fetches health/fitness data (sleep, steps, heart rate) via the unofficial
garminconnect
Python library
Stores it in a local PostgreSQL database
Runs on Docker (port
8007
)
Architecture
Architecture
Copy code to clipboard
Docker
├── garmin-api (FastAPI, port 8007)
│ ├── Daily scheduler (currently 15:25 UTC)
│ └── REST endpoints
└── garmin-db (PostgreSQL, port 5436)
How to Use
How to Use
Start it:
Copy code to clipboard
cd /volume2/docker/garmin-connector
docker-compose up -d
Available endpoints:
Endpoint
Description
GET /fetch-today
Fetch today's sleep, steps & HR and store in DB
GET /sleep-raw?date_str=2025-05-20
Get raw Garmin sleep payload (not stored)
GET /garmin-methods
List all available Garmin
get_*
methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Call any Garmin getter by name
Endpoint
GET /fetch-today
GET /sleep-raw?date_str=2025-05-20
GET /garmin-methods
GET /garmin-call?method=get_stress_data&date=2025-05-20
Description
Fetch today's sleep, steps & HR and store in DB
Get raw Garmin sleep payload (not stored)
List all available Garmin
get_*
methods
Call any Garmin getter by name
Endpoint
Description
Interactive demo script
(
demo.py
demo.py
) is a separate standalone CLI tool with a full menu-driven interface to explore all ~100+ Garmin API methods. Run it separately (not inside Docker):
Copy code to clipboard
pip install garminconnect readchar requests
python demo.py
Issues & Improvement Suggestions
Issues & Improvement Suggestions
Critical
Critical
1. Credentials exposed in
.env
Your Garmin password is stored in plaintext in
.env
.env
— add
.env
to
.gitignore
immediately if this repo is ever pushed to git.
2. Duplicate data on repeated runs
main.py:58-93
main.py:58-93
—
fetch_and_store()
blindly
db.add()
s every time it runs. Calling
/fetch-today
twice creates duplicate rows for the same date. You need an upsert pattern (
ON CONFLICT DO UPDATE
or check-before-insert).
3. Scheduler time comment is wrong
main.py:101-103
main.py:101-103
— the code schedules at
hour=15, minute=25
but the comment says "03:00". Pick one and fix both.
Missing Functionality
Missing Functionality
4. No read endpoints for stored DB data
There are no
GET /sleep
,
GET /steps
,
GET /heartrate
endpoints. You can write data to the DB but have no API to query it back — you'd have to connect to Postgres directly.
5. No backfill endpoint
There's no way to fetch and store data for a past date range via the API. A
GET /fetch?date=2025-05-01
or
GET /backfill?start=2025-01-01&end=2025-05-25
endpoint would be useful.
6.
sleep_processing.py
is never used
sleep_processing.py
sleep_processing.py
is an impressively detailed utility that builds minute-by-minute sleep timelines with SpO2, HRV, stress, body battery, respiration — but it's never called anywhere. It should either be wired into a
/sleep-processed
endpoint or removed.
Data Model Gaps
Data Model Gaps
7. Sleep model loses detail
models.py:6-13
models.py:6-13
— the
Sleep
table only stores
start
,
end
,
duration_minutes
. It drops sleep stages (deep/REM/light/awake), SpO2, HRV, respiration — all the interesting data.
sleep_processing.py
already parses all of this.
8.
HeartRate
rows volume
Storing per-minute HR readings means ~1440 rows/day. Consider storing only the summary (resting HR, max HR, average) unless you actually need the per-minute data downstream.
Code Quality
Code Quality
9. Session management is fragile
main.py:35-44
main.py:35-44
—
get_client()
re-logs in based on wall-clock time (1 hour TTL), but Garmin's session can expire for other reasons (rate limiting, server-side logout). There's no retry on
401
errors.
10.
demo.py
depends on
readchar
not in
requirements.txt
requirements.txt
requirements.txt
—
demo.py
imports
readchar
which isn't listed, so
pip install -r requirements.txt
won't cover it. Either add it or keep a separate
requirements-dev.txt
....
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Proiectsuppont Dally • In zn 1/n100% 5• мon 11 Mау Proiectsuppont Dally • In zn 1/n100% 5• мon 11 Mау 12.43.44AskJiminnyReportActivityServiceTestv+0 ..(C) DeleteAccount loh 1lC DelerecontactJob.u velerecrmenutyiraC DeleteleaaJoo.onpc Deleteopportunityc VerivAcuvityermi>@ Hubspot> C Salesforce(c) AutoloaDelavedToermC) CheckAndRetrvRemotC) CreateFollowupActivitc) CreateNotes.oho© MatchActivitiesToNew 109© MatchActivitvCrmData 110(E) [EMAIL]) SaveActivitv.oho© SaveTranscriotion.ohn 113C) Setuolavout.oho© SyncActivity.php© SyncFieldMetadata.ph 110© SyncHubspotObiects.r 117© SyncLeads.php© SyncObjects.php© SyncOpportunitiesJob. 120© SyncOpportunity.php© SyncProfileMetadata.p 122© SyncTeamFieldsJob.pl 123© SyncTeamMetadata.pl 124c Uodarevooonuniysotc) Updatestage.pho> C DealRisksMallbox_ MeetinaBot_ Middleware© HandleHubspotRateLir 131C) RateLimited.ohoM StreaminaTeamTelephonv135MUserc) chandeSmaillob.ohr@ Deactivatelser.lob.nh 138(C) DeleteScheduledUserl 159(C) SetunDefaultSavedSe: 140C) SvncTolntercom.nhn(C) SvncToPlanhat.nhn© SyncToUserPilot.php© BaseProcessingJob.php(C) Nummy loh nhn© ImportRecallAlRecordings 152© ImportRemoteTrackJob.p 153synckelatedAcuvilymanager.pnpRematchActivityOnCrmObiectDetach.pnpermactivityservice.ongRateLimitException.phpC) MatchCrmData.php(C) HandleHubspotRateLimit.phpC) CrmObiectsResolver.phoclass VerifyActivityCrmTaskJob extends Job implements ShouldQueueoublicfunction handled'activity' => Sactivity->getIdO,'erm nroviden id' => Sactivitv->aetCrmProvidenTdoi'crm_provider' => $providerName1):Sactivity->update(['crm_provider_id' => null]);} else {Slogger->info('[VerifyActivityCrmTask] CRM task verified successfully'. [→ saculvity-oeclo'crm_provider id' => Sactivity->qetCrmProviderIdocrm provider' = Sprovidername.} catch (SocialAccountTokenInvalidException Sexception) {Urmuwnerkesolver couldn't tind anv user wirh actzve uri connectzonIl This is a permanent error - no point retryingSlogger->warnina('|VerifvActivitvcrmlaskNoactive CRM connection found'. ['activitv' => Sactivity-›aetId@l=> Steam->cetido.excention' = sexcention->aetMessadeocatch Throwable Sexcention) ^// Transient errors (network issues, rate limits, API timeouts, etc.)// These are worth retrying - let the job retry mechanism handle them$logger->error('[VerifyActivityCrmTask) Error verifying CRM task', ['crm_provider_id' => $activity-›getCrmProviderId.'exception' => $exception->getMessageO'exception class' => get class(Sexception).chrow sexception;public function failed(Throwable Sexception): void{...}A2 X10 ^A SF (jiminny@localhost]4 HS_local (jiminny@localhost]# console [PKob.# console leu)# console [slAGiNg)[2026-05-07 14:21:15] local.INF0: [Hubspot] DEBUG Getting headers {"neaders".?"Uace":L"Inu,or May 2020 14.21.15 6Ml"Jn"Transter-Encod1nq":"chunked")."Connection":"keep-alive""CF-Ray":L"9t80debödb60dcsa-S0F"J,"Strict-Transport-Secur1ty":"max-aqe=31536000* 1ncLudeSubDomains: preload")naccent-encodino""access-control-allow-credentials": ["false"]."server-timing": ["hcid;desc=\"019e02d0-6fd8-7812-bdba-885b7ccb3ee3\","x-hubspot-correlation-id":["019e02d0-6fd8-7812-bdba-885b7ccb3ee3"],"Set-Cookie":["__cf_bm=SrUrtdQgXVrik50pdqF6hZVYKhzTnQBidvMabeCtm0Y-1778163675-1.0.107-May-26 14:51:15 GMT; domain=.hubapi.com; Http0nly; Secure; SameSite=None"],"Renont-To".r"*"endpoints\":[{"unl".httns:a.nel.cloudflane.com./nenon+|W/v42c=NVA1cVTPQfVm32anS0ixVF/sd2RI\"group)":\"cf-nel\","max_age\":604800}"]|"NEL":["{\"success_fraction\":0.01,"report to\":|"cf-nel\"."max age":604800}"]"Server": ["cloudflare"]}} {"correlation_ 10":"95256555-ec98-4541-b9za-adta/Sboyeab"."trace_10":C/AD8565-905t-4604-9405-0e5b551e5545"Cascade© HubSpot Rate Limi$idsToVerify = [];sactiv1tles→>each tunccion Activity Sactivity use. @Sidstover1ty: v01d<// ... existing update logic ...if ($activity->hasCrmProviderId)) {SidsToVerifvll = Sactivitv-›qetId0:recurn siastoverity;Then in DeleteContact.Job::handle:• phpSidsToVerify = []:sdb->transaction(function () use (.... &SidsToVerify): void {#all cleanunSidsToVerify = Sthis->handleActivities(Sactivities, $dispatcher, $logger):Dispatch AFTER commitforeach (SidsToVerify as Sid) 4VerifyActivityCrmTaskJob::dispatch(Sid):Effort: small. Impact: correctness (no orphan verify jobs from rolled-back transactions) + shorter transactions.My recommendationImplement all three, in this order of ROI:1. Option 1 first (10 min effort, prevents data drift today)2. Option 3 second (15 min effort, fixes a subtle correctness bug)3. Option 2 when you tackle batch endpoints generallyAsked 1 questionok lets skip it for now, Review one more time and add testsLet me first review changes and the existina test patterns.iinnyapp (1)Read SlackUserSyncServicerest.php #L1-80Searched •Middleware-Test.ono in tests 10)Coarchod #HubenatClionte in tocte/l init (1))DivingAsk anvthing (84D)+ « CodeClaude Onus 4.7 Mediumfo 4 spaces...
|
16937
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NULL
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NULL
|
NULL
|
|
16941
|
756
|
16
|
2026-05-11T09:43:45.149223+00:00
|
/Users/lukas/.screenpipe/data/data/2026-05-11/1778 /Users/lukas/.screenpipe/data/data/2026-05-11/1778492625149_m1.jpg...
|
Control Centre
|
Control Centre
|
1
|
NULL
|
monitor_1
|
NULL
|
NULL
|
NULL
|
NULL
|
Bluetooth
Bluetooth
Devices
Lukas’s Magic Mouse, 4 Bluetooth
Bluetooth
Devices
Lukas’s Magic Mouse, 48%
soundcore AeroClip, 40%
LakyLak bose qc35 II
M720 Triathlon
Magic Keyboard
Magic Keyboard
Soundcore Life Dot 2 NC
Bluetooth Settings…...
|
[{"role":"AXStaticText","text& [{"role":"AXStaticText","text":"Bluetooth","depth":2,"bounds":{"left":0.7916667,"top":0.04777778,"width":0.042708334,"height":0.017777778},"on_screen":true,"automation_id":"bluetooth-header","role_description":"text"},{"role":"AXCheckBox","text":"Bluetooth","depth":2,"bounds":{"left":0.9527778,"top":0.044444446,"width":0.02638889,"height":0.024444444},"on_screen":true,"automation_id":"bluetooth-header","role_description":"toggle button","subrole":"AXToggle","is_enabled":true,"is_focused":false},{"role":"AXHeading","text":"Devices","depth":3,"bounds":{"left":0.7916667,"top":0.090555556,"width":0.032291666,"height":0.016666668},"on_screen":true,"role_description":"heading"},{"role":"AXCheckBox","text":"Lukas’s Magic Mouse, 48%","depth":3,"bounds":{"left":0.78541666,"top":0.11111111,"width":0.2,"height":0.035555556},"on_screen":true,"automation_id":"bluetooth-device-Lukas’s Magic Mouse","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXCheckBox","text":"soundcore AeroClip, 40%","depth":3,"bounds":{"left":0.78541666,"top":0.14666666,"width":0.2,"height":0.035555556},"on_screen":true,"automation_id":"bluetooth-device-soundcore AeroClip","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXCheckBox","text":"LakyLak bose qc35 II","depth":3,"bounds":{"left":0.78541666,"top":0.18222222,"width":0.2,"height":0.035555556},"on_screen":true,"automation_id":"bluetooth-device-LakyLak bose qc35 II","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXCheckBox","text":"M720 Triathlon","depth":3,"bounds":{"left":0.78541666,"top":0.21777777,"width":0.2,"height":0.035555556},"on_screen":true,"automation_id":"bluetooth-device-M720 Triathlon","role_description":"toggle button","subrole":"AXToggle","is_enabled":false},{"role":"AXCheckBox","text":"Magic Keyboard","depth":3,"bounds":{"left":0.78541666,"top":0.25333333,"width":0.2,"height":0.035555556},"on_screen":true,"automation_id":"bluetooth-device-Magic Keyboard","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXCheckBox","text":"Magic Keyboard","depth":3,"bounds":{"left":0.78541666,"top":0.2888889,"width":0.2,"height":0.035555556},"on_screen":true,"automation_id":"bluetooth-device-Magic Keyboard","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXCheckBox","text":"Soundcore Life Dot 2 NC","depth":3,"bounds":{"left":0.78541666,"top":0.32444444,"width":0.2,"height":0.035555556},"on_screen":true,"automation_id":"bluetooth-device-Soundcore Life Dot 2 NC","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXButton","text":"Bluetooth Settings…","depth":2,"bounds":{"left":0.78541666,"top":0.37555555,"width":0.09791667,"height":0.017777778},"on_screen":true,"role_description":"button","is_enabled":true,"is_focused":false}]...
|
-3495241472065838468
|
-7056175198893028412
|
click
|
hybrid
|
NULL
|
Bluetooth
Bluetooth
Devices
Lukas’s Magic Mouse, 4 Bluetooth
Bluetooth
Devices
Lukas’s Magic Mouse, 48%
soundcore AeroClip, 40%
LakyLak bose qc35 II
M720 Triathlon
Magic Keyboard
Magic Keyboard
Soundcore Life Dot 2 NC
Bluetooth Settings…
FinderFileEditViewGoWindowHelp# Support Daily - in 2h 17 mDEV (docker)• *з.DOCKERO ₴1DEV (docker)882APP (-zsh)|masterJY-20818-move-AJ-reports-to-separated-datadog-metricJY-20773-fix-automated-reports-user-pilot-trackingJY-20157-AJ-report-not-send-notificationJY-20508-notify-before-AJ-report-expirationJY-20372-ai-reports-promotion-pagesJY-20352-sync-opportunities-without-a-local-owner-user-id-is-nullJY-20738-debug-AJ-tracking-UPJY-18909-automated-reports-ask-jiminnyJY-20692-fix-integration-app-[API_KEY] laysJY-20698-fix-SF-activity-types-on-new-playbookJY-20543-AJ-report-trackingJY-20384-handle-auto-sync-with-no-access-to-event-typeJY-20458-ask-Jiminny-user-definitionsJY-19666-fix-import-contacts-account-associationJY-19666-HS-import-contacts-and-accounts-batch-jobJY-20458-Ask-Jiminny-ReportsJY-20200-batch-update-CRM-objects-SalesforceJY-19666-HS-webhooks-add-contact-and-companyJY-20348-trigger-setup-DI-layout-on-team-creationJY-20326-refactor-info-message-in-commandJY-20317-fix-auto-log-delay-issue-on-all-channels-disabledJY-20312-remove-on-update-change-last-synced-at-crm-configurationsJY-20306-SF-skip-auto-sync-for-task-based-playbookJY-20192-remove-deleted-team-from-saved-search-filtersJY-20197-import-opportunity-batch-jobJY-20293-enable-status-field-for-pipedrive-dealsJY-20191-remove-commands-interactive-promptsJY-20118-change-default-sync-strategyJY-20183-add-cache-on-auto-log-delayJY-20197-add-import-opportunity-batch-job20118-hs-opportunity-make-webhook-strategy-defaultJY-20118-make-default-hs-opportunity-sync-strategy-webhook-basedJY-20196-handle-opportunity-without-noteJY-20118-improve-opportunity-importJY-20189-handle-activity-search-on-deleted-groupsJY-20160JY-20145-filter-out-converted-leads-when-matchingJY-20150-skip-push-summary-on-summary-ready-1f-autologJY-20132-fix-note-encodingJY-19792-clean-logslukas@Lukas-Kovaliks-MacBook-Pro-Jiminny ~/jiminny/app (JY-20725-handle-HS-search-rate-limit) $ devroot@docker_lamp_1:/home/jiminny# ]-zsh84-zsh100% C8•BluetoothDevicesLukas's Magic Mousesoundcore AeroClipLakyLak bose qc35 llM720 TriathlonMagic KeyboardMagic KeyboardSoundcore Life Dot 2 NCBluetooth Settings...Mon 11 May 12:43:4448% •40%•...
|
16939
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NULL
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NULL
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NULL
|
|
16942
|
757
|
16
|
2026-05-11T09:43:58.733656+00:00
|
/Users/lukas/.screenpipe/data/data/2026-05-11/1778 /Users/lukas/.screenpipe/data/data/2026-05-11/1778492638733_m2.jpg...
|
Control Centre
|
Control Centre
|
1
|
NULL
|
monitor_2
|
NULL
|
NULL
|
NULL
|
NULL
|
Bluetooth
Bluetooth
Devices
Lukas’s Magic Mouse, 4 Bluetooth
Bluetooth
Devices
Lukas’s Magic Mouse, 48%
soundcore AeroClip
LakyLak bose qc35 II
M720 Triathlon
Magic Keyboard
Magic Keyboard
Soundcore Life Dot 2 NC
Bluetooth Settings…...
|
[{"role":"AXStaticText","text& [{"role":"AXStaticText","text":"Bluetooth","depth":2,"bounds":{"left":0.6492686,"top":1.0,"width":0.02044548,"height":-0.034317613},"on_screen":true,"automation_id":"bluetooth-header","role_description":"text"},{"role":"AXCheckBox","text":"Bluetooth","depth":2,"bounds":{"left":0.72639626,"top":1.0,"width":0.012632979,"height":-0.031923413},"on_screen":true,"automation_id":"bluetooth-header","role_description":"toggle button","subrole":"AXToggle","is_enabled":true,"is_focused":false},{"role":"AXHeading","text":"Devices","depth":3,"bounds":{"left":0.6492686,"top":1.0,"width":0.015458777,"height":-0.065043926},"on_screen":true,"role_description":"heading"},{"role":"AXCheckBox","text":"Lukas’s Magic Mouse, 48%","depth":3,"bounds":{"left":0.6462766,"top":1.0,"width":0.095744684,"height":-0.07980847},"on_screen":true,"automation_id":"bluetooth-device-Lukas’s Magic Mouse","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXCheckBox","text":"soundcore AeroClip","depth":3,"on_screen":true,"automation_id":"bluetooth-device-soundcore AeroClip","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXCheckBox","text":"LakyLak bose qc35 II","depth":3,"on_screen":true,"automation_id":"bluetooth-device-LakyLak bose qc35 II","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXCheckBox","text":"M720 Triathlon","depth":3,"on_screen":true,"automation_id":"bluetooth-device-M720 Triathlon","role_description":"toggle button","subrole":"AXToggle","is_enabled":false},{"role":"AXCheckBox","text":"Magic Keyboard","depth":3,"on_screen":true,"automation_id":"bluetooth-device-Magic Keyboard","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXCheckBox","text":"Magic Keyboard","depth":3,"on_screen":true,"automation_id":"bluetooth-device-Magic Keyboard","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXCheckBox","text":"Soundcore Life Dot 2 NC","depth":3,"on_screen":true,"automation_id":"bluetooth-device-Soundcore Life Dot 2 NC","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXButton","text":"Bluetooth Settings…","depth":2,"on_screen":true,"role_description":"button","is_enabled":true,"is_focused":false}]...
|
-9079547231437546489
|
-7776680772692915260
|
visual_change
|
hybrid
|
NULL
|
Bluetooth
Bluetooth
Devices
Lukas’s Magic Mouse, 4 Bluetooth
Bluetooth
Devices
Lukas’s Magic Mouse, 48%
soundcore AeroClip
LakyLak bose qc35 II
M720 Triathlon
Magic Keyboard
Magic Keyboard
Soundcore Life Dot 2 NC
Bluetooth Settings…
Proiect v100% 5• мon 11 May 12.43.00+0 ..(C) DeleteAccount loh 1lC DelerecontactJob.u velerecrmenutyiraC DeleteleaaJoo.onpc Deleteopportunityc VerivAcuvityermi>@ Hubspot> C Salesforce(c) AutoloaDelavedToermC) CheckAndRetrvRemotC) CreateFollowupActivitc) CreateNotes.oho© MatchActivitiesToNew 109© MatchActivitvCrmData 110(E) [EMAIL]) SaveActivitv.oho© SaveTranscriotion.ohn 113C) Setuolavout.oho© SyncActivity.php© SyncFieldMetadata.ph 110© SyncHubspotObiects.r 117© SyncLeads.php© SyncObjects.php© SyncOpportunitiesJob. 12€© SyncOpportunity.php© SyncProfileMetadata.p 122© SyncTeamFieldsJob.pl 123© SyncTeamMetadata.pl 124c Uodarevooonuniysotc) Updatestage.pho> C DealRisksMallbox_ MeetinaBot_ Middleware© HandleHubspotRateLir 131C) RateLimited.ohoM StreaminaTeamTelephonv135MUserc) chandeSmaillob.ohr@ Deactivatelser.lob.nh 138(C) DeleteScheduledUserl 159(C) SetunDefaultSavedSe: 140C) SvncTolntercom.nhn(C) SvncToPlanhat.nhn© SyncToUserPilot.php© BaseProcessingJob.php(C) Nummy loh nhn© ImportRecallAlRecordings 152© ImportRemoteTrackJob.p 153RematchActivityOnCrmObiectDetach.pnpermactivityservice.ongRateLimitException.phpC) MatchCrmData.php(C) HandleHubspotRateLimit.phpC) CrmObiectsResolver.phoclass VerifyActivityCrmTaskJob extends Job implements ShouldQueueoublicfunction handled'activity' => Sactivity->getId.'erm nroviden id' => Sactivitv->aetCrmProvidenTdol'crm_provider' => $providerName1):Sactivity->update(['crm_provider_id' => null]):} else {Slogger->info('[VerifyActivityCrmTask] CRM task verified successfully'. [→ saculvity-oeclo'crm_provider id' => Sactivity->qetCrmProviderIdocrm provider' = Sprovidername.} catch (SocialAccountTokenInvalidException Sexception) {Urmuwnerkesolver couldn't tind anv user wirh active uri connectionIl This is a permanent error - no point retryingSlogger->warnina('|VerifvActivitvcrmlask Noactive CRM connection found'. ['activitv' => Sactivity->aetIdol=> Steam->cetido.excention' = sexcention->aetMessadeolcatch Throwable Sexcention) ^// Transient errors (network issues, rate limits, API timeouts, etc.)// These are worth retrying - let the job retry mechanism handle them$logger->error('[VerifyActivityCrmTask) Error verifying CRM task', ['crm_provider_id' => $activity->getCrmProviderId.'exception' => $exception->getMessageO'exception class' =› get class(Sexception).chrow sexception;public function failed(Throwable Sexception): voidf...}A2 X10 ^A SF (jiminny@localhost]4 HS_local (jiminny@localhost]# console [PKob.# console [euJ# console [slAGiNg)[2026-05-07 14:21:15] local.INF0: [Hubspot] DEBUG Getting headers {"neaders".?"Uace":L"Inu,or May 2020 14.21.15 6Ml"Jn"Transter-Encod1nq":"chunked")."Connection":"keep-alive""CF-Ray":L"9t80debödb60dcsa-S0F"J,"Strict-Transport-Secur1ty":"max-aqe=31536008* 1ncLudeSubDomains: preload")naccent-encodino""access-control-allow-credentials": ["false"J."server-timing": ["hcid;desc=\"019e02d0-6fd8-7812-bdba-885b7ccb3ee3\","x-content-tvoe-ootions":"nosniff"]"x-hubspot-correlation-id":["019e02d0-6fd8-7812-bdba-885b7ccb3ee3"],"So+-Cookie"." c+hm-Stlirtd0aXVr.kSandas6hzVVKhzTn0BidvMaheCtmoV-1778163675-1.0.107-May-26 14:51:15 GMT; domain=.hubapi.com; Http0nly; Secure; SameSite=None"],"Report-To":["{"endpoints\":[{"unl".httns:la.nel.cloudflane.com./renon+W/v42c=NVA1cVTPQfVm32anS0#xVF/sd2RN"group\":\"cf-nel\","max_age\":604800}"],"NEL": ["1\"success_fraction\":0.01,reportto. "cr-nel,"max age":604800}"]"Server": ["cloudflare"]}} {"correlation_ 1d":"95256555-ec98-4541-b9za-adta/Sboyeab","trace_10":C/AD8565-905t-4604-9405-0e5b551e5545Cascade0 HubSpot Rate Limiif emotv(SactivitvIdsWithCrmId))foreach (array_chunk($activityIdsWithCrmId, 100) as $chunk) {VeritvActivitiescrnlasks.o0::disoatchSchunk)Combined with HubSpot's batch read endpoint ( POST /crm/v3/objects/tasks/batch/read ), 100 verifications = 1 APl call. 100x throughput improvement on theverity pathEftort medium new bulk iob class + batch read imolementation. Imbact: 100xOntion 3: Move the cascade out of the transactioncurrently the trait dispatches VerifyActivityCrmTaskJob inside the parent's Sdb→>transaction... block (see DeleteContactjob.php:54-91 ). Two issues:• If the transaction rolls back, the verify jobs are already in the queue (Redis is not transactional with MySQL). They'll attempt to verify activities whose deletionwas rolled back. Wasted work.•The transaction holds locks while we enumerate and dispatch potentially thousands of jobs. Lock duration scales with activity countix: collect Ids durind the transaction. dispatch after commit.• phpprotected function handleActavitzes(...) : arrayif (Sactivities->isEmpty)) ‹utenlorry-Sactivities-›each(function (Activity Sactivitv) use (.... &SidsToVerifv): void &••• existing update Logzeit Sactivitv->hasCrmProviderIdoSidsToVerifvil = Sactivitv-aettdd.return SidstoVerity:Thon in DolotoContactlohe«handlor• phpcideTolorsfy e fl.Sdb->transaction(function () use (.... &SidsToVerifv): void..•all cleanup ...SidstoVerifv = Sthis->handleActivities(Sactivities, Sdispatcher. Slogger):// Dispatch AFTER commitforeach ($idsToVerify as $id) {VerifvActivitvCrmTaskJob::dispatch(Sid):Effort: small. Impact: correctness (no orohan verifv iobs from rolled-back transactions) + shorter transactions.Ask anvthing (84D)+ « CodeClaude Onus 4.7 Mediumfo 4 spaces...
|
NULL
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NULL
|
NULL
|
NULL
|
|
16943
|
756
|
17
|
2026-05-11T09:44:16.971128+00:00
|
/Users/lukas/.screenpipe/data/data/2026-05-11/1778 /Users/lukas/.screenpipe/data/data/2026-05-11/1778492656971_m1.jpg...
|
Control Centre
|
Control Centre
|
1
|
NULL
|
monitor_1
|
NULL
|
NULL
|
NULL
|
NULL
|
Bluetooth
Bluetooth
Devices
Lukas’s Magic Mouse, 4 Bluetooth
Bluetooth
Devices
Lukas’s Magic Mouse, 48%
soundcore AeroClip
LakyLak bose qc35 II
M720 Triathlon
Magic Keyboard
Magic Keyboard
Soundcore Life Dot 2 NC
Bluetooth Settings…...
|
[{"role":"AXStaticText","text& [{"role":"AXStaticText","text":"Bluetooth","depth":2,"bounds":{"left":0.7916667,"top":0.04777778,"width":0.042708334,"height":0.017777778},"on_screen":true,"automation_id":"bluetooth-header","role_description":"text"},{"role":"AXCheckBox","text":"Bluetooth","depth":2,"bounds":{"left":0.9527778,"top":0.044444446,"width":0.02638889,"height":0.024444444},"on_screen":true,"automation_id":"bluetooth-header","role_description":"toggle button","subrole":"AXToggle","is_enabled":true,"is_focused":false},{"role":"AXHeading","text":"Devices","depth":3,"bounds":{"left":0.7916667,"top":0.090555556,"width":0.032291666,"height":0.016666668},"on_screen":true,"role_description":"heading"},{"role":"AXCheckBox","text":"Lukas’s Magic Mouse, 48%","depth":3,"bounds":{"left":0.78541666,"top":0.11111111,"width":0.2,"height":0.035555556},"on_screen":true,"automation_id":"bluetooth-device-Lukas’s Magic Mouse","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXCheckBox","text":"soundcore AeroClip","depth":3,"bounds":{"left":0.78541666,"top":0.14666666,"width":0.2,"height":0.035555556},"on_screen":true,"automation_id":"bluetooth-device-soundcore AeroClip","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXCheckBox","text":"LakyLak bose qc35 II","depth":3,"bounds":{"left":0.78541666,"top":0.18222222,"width":0.2,"height":0.035555556},"on_screen":true,"automation_id":"bluetooth-device-LakyLak bose qc35 II","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXCheckBox","text":"M720 Triathlon","depth":3,"bounds":{"left":0.78541666,"top":0.21777777,"width":0.2,"height":0.035555556},"on_screen":true,"automation_id":"bluetooth-device-M720 Triathlon","role_description":"toggle button","subrole":"AXToggle","is_enabled":false},{"role":"AXCheckBox","text":"Magic Keyboard","depth":3,"bounds":{"left":0.78541666,"top":0.25333333,"width":0.2,"height":0.035555556},"on_screen":true,"automation_id":"bluetooth-device-Magic Keyboard","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXCheckBox","text":"Magic Keyboard","depth":3,"bounds":{"left":0.78541666,"top":0.2888889,"width":0.2,"height":0.035555556},"on_screen":true,"automation_id":"bluetooth-device-Magic Keyboard","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXCheckBox","text":"Soundcore Life Dot 2 NC","depth":3,"bounds":{"left":0.78541666,"top":0.32444444,"width":0.2,"height":0.035555556},"on_screen":true,"automation_id":"bluetooth-device-Soundcore Life Dot 2 NC","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXButton","text":"Bluetooth Settings…","depth":2,"bounds":{"left":0.78541666,"top":0.37555555,"width":0.09791667,"height":0.017777778},"on_screen":true,"role_description":"button","is_enabled":true,"is_focused":false}]...
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-9079547231437546489
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-7776680772692915260
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idle
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hybrid
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NULL
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Bluetooth
Bluetooth
Devices
Lukas’s Magic Mouse, 4 Bluetooth
Bluetooth
Devices
Lukas’s Magic Mouse, 48%
soundcore AeroClip
LakyLak bose qc35 II
M720 Triathlon
Magic Keyboard
Magic Keyboard
Soundcore Life Dot 2 NC
Bluetooth Settings…
Finder•FileEditViewGoWindowHelpDEV (docker)DOCKER₴1DEV (docker)882XIAPP (-zsh)|masterJY-20818-move-AJ-reports-to-separated-datadog-metricJY-20773-fix-automated-reports-user-pilot-trackingJY-20157-AJ-report-not-send-notificationJY-20508-notify-before-AJ-report-expirationJY-20372-ai-reports-promotion-pagesJY-20352-sync-opportunities-without-a-local-owner-user-id-is-nullJY-20738-debug-AJ-tracking-UPJY-18909-automated-reports-ask-jiminnyJY-20692-fix-integration-app-[API_KEY]@Lukas-Kovaliks-MacBook-Pro-Jiminny ~/jiminny/app (JY-20725-handle-HS-search-rate-limit) $ devroot@docker_lamp_1:/home/jiminny# ]abl§ Support Daily - in 2h 16 m-zsh-zsh100% C8•Mon 11 May 12:44:16BluetoothDevicesLukas's Magic Mousesoundcore AeroClipLakyLak bose qc35 llM720 TriathlonMagic KeyboardMagic Keyboard48% •Soundcore Life Dot 2 NCBluetooth Settings......
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NULL
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NULL
|
NULL
|
NULL
|
|
20859
|
904
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15
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2026-05-11T16:24:46.446416+00:00
|
/Users/lukas/.screenpipe/data/data/2026-05-11/1778 /Users/lukas/.screenpipe/data/data/2026-05-11/1778516686446_m1.jpg...
|
Control Centre
|
Control Centre
|
1
|
NULL
|
monitor_1
|
NULL
|
NULL
|
NULL
|
NULL
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Wi‑Fi
Focus
Bluetooth
AirDrop
Stage Manager
Screen Wi‑Fi
Focus
Bluetooth
AirDrop
Stage Manager
Screen Mirroring
Display
Sound
Airplay Audio
Music.app
play
next...
|
[{"role":"AXCheckBox","text [{"role":"AXCheckBox","text":"Wi‑Fi","depth":2,"bounds":{"left":0.79583335,"top":0.093888886,"width":0.093055554,"height":0.045555554},"on_screen":true,"automation_id":"controlcenter-wifi","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXCheckBox","text":"Focus","depth":2,"bounds":{"left":0.8958333,"top":0.086666666,"width":0.093055554,"height":0.06888889},"on_screen":true,"automation_id":"controlcenter-focus-modes","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXCheckBox","text":"Bluetooth","depth":2,"bounds":{"left":0.79583335,"top":0.13833334,"width":0.093055554,"height":0.045555554},"on_screen":true,"automation_id":"controlcenter-bluetooth","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXCheckBox","text":"AirDrop","depth":2,"bounds":{"left":0.79583335,"top":0.18277778,"width":0.0875,"height":0.045555554},"on_screen":true,"automation_id":"controlcenter-airdrop","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXButton","text":"Stage Manager","depth":2,"bounds":{"left":0.90260416,"top":0.17722222,"width":0.029513888,"height":0.050555557},"on_screen":true,"automation_id":"controlcenter-stagemanager","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXButton","text":"Screen Mirroring","depth":2,"bounds":{"left":0.9458333,"top":0.16666667,"width":0.043055557,"height":0.06888889},"on_screen":true,"automation_id":"controlcenter-screen-mirroring","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXStaticText","text":"Display","depth":3,"bounds":{"left":0.80277777,"top":0.25388888,"width":0.029513888,"height":0.016666668},"on_screen":true,"role_description":"text"},{"role":"AXStaticText","text":"Sound","depth":2,"bounds":{"left":0.80277777,"top":0.3338889,"width":0.025694445,"height":0.016666668},"on_screen":true,"automation_id":"controlcenter-volume","role_description":"text"},{"role":"AXCheckBox","text":"Airplay Audio","depth":2,"bounds":{"left":0.9638889,"top":0.35555556,"width":0.018055556,"height":0.028888889},"on_screen":true,"automation_id":"controlcenter-airplay","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXStaticText","text":"Music.app","depth":2,"bounds":{"left":0.8375,"top":0.4327778,"width":0.041666668,"height":0.016666668},"on_screen":true,"role_description":"text"},{"role":"AXButton","text":"play","depth":2,"bounds":{"left":0.9458333,"top":0.42666668,"width":0.018055556,"height":0.028888889},"on_screen":true,"role_description":"button","is_enabled":true,"is_focused":false},{"role":"AXButton","text":"next","depth":2,"bounds":{"left":0.9638889,"top":0.42666668,"width":0.018055556,"height":0.028888889},"on_screen":true,"role_description":"button","is_enabled":false}]...
|
-8871609275972961978
|
9172942166022350908
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visual_change
|
hybrid
|
NULL
|
Wi‑Fi
Focus
Bluetooth
AirDrop
Stage Manager
Screen Wi‑Fi
Focus
Bluetooth
AirDrop
Stage Manager
Screen Mirroring
Display
Sound
Airplay Audio
Music.app
play
next
SlackFileEditViewGoHistoryWindowHelpAPP (|DOCKER*81DEV (docker)₴2APP (-zsh)-zsh+ +ScrmService->syncOpportunity('374720564');ScrmService-›matchByName('Robot');end diffFixed 4 of 5666 files in 146.870 seconds, 60.00 MB memory usedWhat's next:Try Docker Debug for seamless, persistentdebugging tools in any containerimage →Learn moreat [URL_WITH_CREDENTIALS] ~/jiminny/app (JY-20725-handle-HS-search-rate-lirdocker exec -it docker_lamp_1 ./vendor/bin/php-cs-fixer fix --config=.php-cs-fixer.dist.plPHP CS Fixer 3.87.1 Alexander by Fabien Potencier, Dariusz Ruminskiandcontributors.PHP runtime: 8.3.30Running analysis on 7 cores with 10 files per process.Parallel runner is an experimental feature and may be unstable, use it at your own risk.Loadedconfig default from".php-cs-fixer.dist.php".5666/5666 [100%Fixed 0 of 5666 files in 66.457 seconds, 60.00 MB memory usedWhat's next:Try Docker Debug for seamless, persistent debugging tools in any containeror image →Learn more at https://docs.docker.com/go/debug-cli/lukas@Lukas-Kovaliks-MacBook-Pro-Jiminny ~/jiminny/app (JY-20725-handle-HS-search-rate-d•••EDHomeDMsActivityFilesLater..•More→Jiminny ...# contusion-clinic# curiosity_lab# engineering# general# jiminny-bg# platform-tickets# product_launches# random# releases# sofia-office# support# thank-yous# the_people_of jimi...^ Direct messagesP. Aneliya Angelova®. Galya DimitrovaPetko Kashinski&. Stefka StoyanovaVasil VasilevCo Nikolay IvanovAneliya Angelova, ...Stoyan TanevEo VesLukas Kovalik y... O::: AppsS Jira CloudToastDescribe what you are# releasi• Messages9353b€bee402headerd6a0fedaa037af59demethorShow [EMAIL]: appWhen:05/11/202614:11:35Tag:View JobCircleCl APP5:35 PMDeployment Successful!Project: appWhen:05/11/202614:35:58Tag:View JobMessage #releases..•100% C8• Mon 11 May 19:24:46iTermWi-FiOffBluetoothOnAirDropOffDisplaySoundFOCusStageManagerScreenMirroring...
|
20857
|
NULL
|
NULL
|
NULL
|
|
20860
|
905
|
25
|
2026-05-11T16:24:47.570438+00:00
|
/Users/lukas/.screenpipe/data/data/2026-05-11/1778 /Users/lukas/.screenpipe/data/data/2026-05-11/1778516687570_m2.jpg...
|
Control Centre
|
Control Centre
|
1
|
NULL
|
monitor_2
|
NULL
|
NULL
|
NULL
|
NULL
|
ClaudeCaltVIewWindowScreenpipe sync script failing ClaudeCaltVIewWindowScreenpipe sync script failing after recent migrations v0, Chat:= Cowork‹ Code+ New chatã Projectso0 Arutacis₴ CustomizeBu garian cit zenshio apolication proces:Hubspot Badkequest headers debuggin.Screenpipe sunc script tailing after receiMonthly expense trackingEynorting transaction data from Notion® How much have I spent for groc...Code dift reviewScreenpipe retention policy code locatiolViewing retention policy in screenpipeclean snot x video recoraing terminatiorHubSpot rate limit handling with executeUntitleda Screen oine. Is there ability..SMB mount access inconsistency betweWhat is the best switch I can…..Screenpipe sync database attachment eLast swimming outing with Dan•0 l O0100% 5?• Mon 11 May 19:24:47What is that tast? It seems like the key tor indexation is much slower!¾ Reconciling composite key pertormance tradeoffs with SQLite's rowid mechanicsWrite a message…Opus 4.7 Adaptive•••D+→сNew Tab• db.screenpipe.lakylak.xyz/frames/content/sqlite-web 0.7.2archive.db frames 96749 rows, showing page 1(Screenpipe - ArchiveAll docs - AFFINEam) DXP4800PLUS-B5F8€ New Tab@ Screenpipe - Archive@ SQLite Web: archive.db x@ SQLite Web: db.sqlite4 New Taltable name…elementselements fts (v)elements_fts_configelements_fts_dataelements_fts_idxframesframes_fts (v)frames_fts_configframes_fts_dataframes_fts_idxmeetingsocr_textui_eventsui_events_fts (v)ui_events_fts_configui_events_fts_dataui_events_fts_idxvideo_chunksToggle helper tablesstructureContentQuervExportvideo_chunk_id offset_index timestamp8037 1522026-04-14T06:23:20.487451+00:00Users/lukas/.screenpipe/data/data/2026-04-14/1776app_name window_name focused browser_url NULLSlack2026-04-14706:23:20.994555÷00:00 | /Users/Slacklukas/.screenpipe/data/2026-04-14/17762026-04-14T06:23:23.730853+00:00/Users/lukas/.screenpipeldataldata/2026-04-14/17762026-04-14T06:23:24.310310+00:00/Users/NULLdata/datal2026-04-14/177612026-04-14T06:23:25.864393+00:00 /Users/lukas/.screenpipe/data/data/2026-04-14/1776NULL2026-04-14T06:23:25.848448÷00:00 /Users/Slacklukas/.screenpipe/datalidata/2026-04-14/17762026-04-14T06:23:27.230179÷00:00/Users/lukas/.screenpipe/data/2026-04-14/1776NULL2026-04-14T06:23:30.287923+00:00/Users/lukas/.screenoioeldatoldata/2026-04-14/1776NULL?aleam92229ezoneananlearellNULUlukas/.screenpipe/data/datal2026-04-14/17762026-04-14706:23:56.387802÷00:00 | /Users/NULLlukas/.screenpipe/data/data/2026-04-14/1776Jiminny Inc-Slack(Channel) -Jiminny Inc -SlackNULLNULLNULLIToast (DM) -Jiminny Inc -SlackNULLNULLNULLINULINULLNULLNULLNULLNULLNULLNULLNULLdevicemonitomonitomonitomonitomonitomonitomonitcmonitomonitomonitolK Lukas. ProClaude is Al and can make mistakes. Please double-check responses....
|
NULL
|
118838854540902299
|
NULL
|
visual_change
|
ocr
|
NULL
|
ClaudeCaltVIewWindowScreenpipe sync script failing ClaudeCaltVIewWindowScreenpipe sync script failing after recent migrations v0, Chat:= Cowork‹ Code+ New chatã Projectso0 Arutacis₴ CustomizeBu garian cit zenshio apolication proces:Hubspot Badkequest headers debuggin.Screenpipe sunc script tailing after receiMonthly expense trackingEynorting transaction data from Notion® How much have I spent for groc...Code dift reviewScreenpipe retention policy code locatiolViewing retention policy in screenpipeclean snot x video recoraing terminatiorHubSpot rate limit handling with executeUntitleda Screen oine. Is there ability..SMB mount access inconsistency betweWhat is the best switch I can…..Screenpipe sync database attachment eLast swimming outing with Dan•0 l O0100% 5?• Mon 11 May 19:24:47What is that tast? It seems like the key tor indexation is much slower!¾ Reconciling composite key pertormance tradeoffs with SQLite's rowid mechanicsWrite a message…Opus 4.7 Adaptive•••D+→сNew Tab• db.screenpipe.lakylak.xyz/frames/content/sqlite-web 0.7.2archive.db frames 96749 rows, showing page 1(Screenpipe - ArchiveAll docs - AFFINEam) DXP4800PLUS-B5F8€ New Tab@ Screenpipe - Archive@ SQLite Web: archive.db x@ SQLite Web: db.sqlite4 New Taltable name…elementselements fts (v)elements_fts_configelements_fts_dataelements_fts_idxframesframes_fts (v)frames_fts_configframes_fts_dataframes_fts_idxmeetingsocr_textui_eventsui_events_fts (v)ui_events_fts_configui_events_fts_dataui_events_fts_idxvideo_chunksToggle helper tablesstructureContentQuervExportvideo_chunk_id offset_index timestamp8037 1522026-04-14T06:23:20.487451+00:00Users/lukas/.screenpipe/data/data/2026-04-14/1776app_name window_name focused browser_url NULLSlack2026-04-14706:23:20.994555÷00:00 | /Users/Slacklukas/.screenpipe/data/2026-04-14/17762026-04-14T06:23:23.730853+00:00/Users/lukas/.screenpipeldataldata/2026-04-14/17762026-04-14T06:23:24.310310+00:00/Users/NULLdata/datal2026-04-14/177612026-04-14T06:23:25.864393+00:00 /Users/lukas/.screenpipe/data/data/2026-04-14/1776NULL2026-04-14T06:23:25.848448÷00:00 /Users/Slacklukas/.screenpipe/datalidata/2026-04-14/17762026-04-14T06:23:27.230179÷00:00/Users/lukas/.screenpipe/data/2026-04-14/1776NULL2026-04-14T06:23:30.287923+00:00/Users/lukas/.screenoioeldatoldata/2026-04-14/1776NULL?aleam92229ezoneananlearellNULUlukas/.screenpipe/data/datal2026-04-14/17762026-04-14706:23:56.387802÷00:00 | /Users/NULLlukas/.screenpipe/data/data/2026-04-14/1776Jiminny Inc-Slack(Channel) -Jiminny Inc -SlackNULLNULLNULLIToast (DM) -Jiminny Inc -SlackNULLNULLNULLINULINULLNULLNULLNULLNULLNULLNULLNULLdevicemonitomonitomonitomonitomonitomonitomonitcmonitomonitomonitolK Lukas. ProClaude is Al and can make mistakes. Please double-check responses....
|
NULL
|
NULL
|
NULL
|
NULL
|
|
20861
|
904
|
16
|
2026-05-11T16:24:49.012516+00:00
|
/Users/lukas/.screenpipe/data/data/2026-05-11/1778 /Users/lukas/.screenpipe/data/data/2026-05-11/1778516689012_m1.jpg...
|
Control Centre
|
Control Centre
|
1
|
NULL
|
monitor_1
|
NULL
|
NULL
|
NULL
|
NULL
|
Bluetooth
Bluetooth
Devices
Lukas’s Magic Mouse, 4 Bluetooth
Bluetooth
Devices
Lukas’s Magic Mouse, 45%
soundcore AeroClip, 30%
LakyLak bose qc35 II
M720 Triathlon
Magic Keyboard...
|
[{"role":"AXStaticText","text& [{"role":"AXStaticText","text":"Bluetooth","depth":2,"bounds":{"left":0.7916667,"top":0.04777778,"width":0.042708334,"height":0.017777778},"on_screen":true,"automation_id":"bluetooth-header","role_description":"text"},{"role":"AXCheckBox","text":"Bluetooth","depth":2,"bounds":{"left":0.9527778,"top":0.044444446,"width":0.02638889,"height":0.024444444},"on_screen":true,"automation_id":"bluetooth-header","role_description":"toggle button","subrole":"AXToggle","is_enabled":true,"is_focused":false},{"role":"AXHeading","text":"Devices","depth":3,"bounds":{"left":0.7916667,"top":0.090555556,"width":0.032291666,"height":0.016666668},"on_screen":true,"role_description":"heading"},{"role":"AXCheckBox","text":"Lukas’s Magic Mouse, 45%","depth":3,"bounds":{"left":0.78541666,"top":0.11111111,"width":0.2,"height":0.035555556},"on_screen":true,"automation_id":"bluetooth-device-Lukas’s Magic Mouse","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXCheckBox","text":"soundcore AeroClip, 30%","depth":3,"bounds":{"left":0.78541666,"top":0.14666666,"width":0.2,"height":0.035555556},"on_screen":true,"automation_id":"bluetooth-device-soundcore AeroClip","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXCheckBox","text":"LakyLak bose qc35 II","depth":3,"bounds":{"left":0.78541666,"top":0.18222222,"width":0.2,"height":0.035555556},"on_screen":true,"automation_id":"bluetooth-device-LakyLak bose qc35 II","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXCheckBox","text":"M720 Triathlon","depth":3,"bounds":{"left":0.78541666,"top":0.21777777,"width":0.2,"height":0.035555556},"on_screen":true,"automation_id":"bluetooth-device-M720 Triathlon","role_description":"toggle button","subrole":"AXToggle","is_enabled":false},{"role":"AXCheckBox","text":"Magic Keyboard","depth":3,"bounds":{"left":0.78541666,"top":0.25333333,"width":0.2,"height":0.035555556},"on_screen":true,"automation_id":"bluetooth-device-Magic Keyboard","role_description":"toggle button","subrole":"AXToggle","is_enabled":true}]...
|
-4076347006158585557
|
878283336791116365
|
click
|
hybrid
|
NULL
|
Bluetooth
Bluetooth
Devices
Lukas’s Magic Mouse, 4 Bluetooth
Bluetooth
Devices
Lukas’s Magic Mouse, 45%
soundcore AeroClip, 30%
LakyLak bose qc35 II
M720 Triathlon
Magic Keyboard
SlackFileEditViewGoHistoryWindowHelpAPP (|DOCKER*81DEV (docker)₴2APP (-zsh)-zsh+ScrmService->syncOpportunity('374720564');ScrmService-›matchByName('Robot');end diffFixed 4 of 5666 files in 146.870 seconds, 60.00 MB memory usedWhat's next:Try Docker Debug for seamless, persistentdebugging tools in any containerimage →Learn moreat [URL_WITH_CREDENTIALS] ~/jiminny/app (JY-20725-handle-HS-search-rate-lirdocker exec -it docker_lamp_1 ./vendor/bin/php-cs-fixer fix --config=.php-cs-fixer.dist.plPHP CS Fixer 3.87.1 Alexander by Fabien Potencier, Dariusz Ruminskiandcontributors.PHP runtime: 8.3.30Running analysis on 7 cores with 10 files per process.Parallel runner is an experimental feature and may be unstable, use it at your own risk.Loadedconfig default from".php-cs-fixer.dist.php".5666/5666 [100%Fixed 0 of 5666 files in 66.457 seconds, 60.00 MB memory usedWhat's next:Try Docker Debug for seamless, persistent debugging tools in any containeror image →Learn more at [URL_WITH_CREDENTIALS] bose qc35 llM720 TriathlonMagic KeyboardMagic KeyboardSoundcore Life Dot 2 NCBluetooth Settings...CircleCl APP 5:11 PMDeployment Successful!Project: appWhen:05/11/202614:11:35Tag:View JobCircleCl APP5:35 PMDeployment Successful!Project: appWhen:05/11/202614:35:58Tag:View JobMessage #releases..•...
|
NULL
|
NULL
|
NULL
|
NULL
|
|
20862
|
NULL
|
0
|
2026-05-11T16:24:56.722170+00:00
|
/Users/lukas/.screenpipe/data/data/2026-05-11/1778 /Users/lukas/.screenpipe/data/data/2026-05-11/1778516696722_m2.jpg...
|
Control Centre
|
Control Centre
|
1
|
NULL
|
monitor_2
|
NULL
|
NULL
|
NULL
|
NULL
|
Bluetooth
Bluetooth
Devices
Lukas’s Magic Mouse, 4 Bluetooth
Bluetooth
Devices
Lukas’s Magic Mouse, 45%
soundcore AeroClip
LakyLak bose qc35 II
M720 Triathlon
Magic Keyboard
Magic Keyboard
Soundcore Life Dot 2 NC
Bluetooth Settings…...
|
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ClaudeWindow0, Chat"- Cowork‹› Code+ New chatã Projects80 Artifactse CustomizeBu garian cit zenshio apolication proces:Dawarich location tracking projectKecentsHubspot Badkequest headers debuggin.Screenpipe sunc script tailing after receiMonthly expense trackingExporting transaction data from Notion t® How much have I spent for groc...April 2026 spending by categoryCode dift reviewHubSpot rate limit imolementation strateScreenpipe retention policy code locatiolViewing retention policy in screenpipeclean snot x video recoraing terminatiorHubSpot rate limit handling with executeUntitledg Screen pipe. Is there ability..SMB mount access inconsistency betweWhat is the best switch I can..rermission deniea on screenpipe volumeScreenpipe sync database attachment eLast swimming outing with DanDefinition of incarceratedScreenpipe sync script failing after recent migrationsWhat is that tast? It seems like the key tor indexation is much slower!Weighed composite key pertormance trade-offs and proposed synthetic integer solution ›Your intuition is right, and I should have flagged this earlier rather than handwaving past it.What's actually slowerSQLite has a special case: a column declared exactly INTEGER PRIMARY KEY becomes an aliasfor the table's internal ROWID. The table itself is a B-tree keyed by that integer — no separateindex, lookups are one traversalThe moment you use anything else as PRIMARY KEY (composite, TEXT, even INT instead ofINTEGER ), SQLite falls back to a hidden auto rowia plus a separate b-tree for your declared PK.Now every lookup is two traversals:1. Search the PK index → find the hidden rowid2. Look up the rowid in the tableSo PRIMARY KEY (machine_id, id) with machine_id as a 36-char UUID is genuinely slowerDer lookup - both from the extra indirection and from bvte-bv-bvte text comparison vsinteger comparison. For a 10M-row table, real numbers are roughly:SchemeINTEGER PRIMARY KEYPRIMARY KEY (TEXT, INT)Per-lookup cost~1us~3-5usndey sizesmallest~sx argerFor ad-hoc human queries (your workload) the difference is invisible. For batched INSERT ORIGNORE during nightly sync - checking millions of conflicts against the unique index — itdoes add up.Better design: synthetic NAS-side rowidKeep INTEGER PRIMARY KEY AUTOINCREMENT as the actual PK (fastest), a→**Write a message…Opus 4.7 Adaptive vlK Lukas. ProClaude is Al and can make mistakes. Please double-check responses.•0 l O0100% 58 • Mon 11 May 19:24:56New Tab(Screenpipe - ArchiveAll docs - AFFINEam) DXP4800PLUS-B5F8* New Tab(* Screenpipe - Archive@ SQLite Web: archive.db x(*SQLite Web: db.sqlite+ New Tab→ C• db.screenpipe.lakylak.xyz/frames/content/sqlite-web 0.7.2archive.db frames 96749 rows, showing page 1eletlielllselements fts (v)elements_fts_configelements_fts_dataelements_fts_idxframesframes_fts (v)frames_fts_configframes_fts_dataframes_fts_idxmeetingsocr_textui_eventsui_events_fts (v)ui_events_fts_configui_events_fts_dataui_events_fts_idxvideo_chunksToggle helper tablesstructureContentQuervExportvideo_chunk_id offset_index timestamp8037 1522026-04-14T06:23:20.487451+00:00Users/lukas/.screenpipe/data/data/2026-04-14/1776app_name window_name focused browser_url NULLSlack2026-04-14T06:23:20.994555÷00:00 /Users/Slacklukas/.screenpipe/data/2026-04-14/17762026-04-14T06:23:23.730853+00:00/Users/lukas/.screenpipeldataldata/2026-04-14/17762026-04-14T06:23:24.310310+00:00/Users/NULLdata/datal2026-04-14/177612026-04-14T06:23:25.864393+00:00 /Users/lukas/.screenpipe/data/data/2026-04-14/1776NULL2026-04-14T06:23:25.848448÷00:00 /Users/Slacklukas/.screenpipe/datalidata/2026-04-14/17762026-04-14T06:23:27.230179÷00:00/Users/lukas/.screenpipe/data/2026-04-14/1776NULL2026-04-14T06:23:30.287923+00:00/Users/lukas/.screenoioeldatoldata/2026-04-14/1776NULL?aleam92229ezoneananlearellNULUlukas/.screenpipe/data/datal2026-04-14/177612026-04-14706:23:56.387802÷00:00 /Users/NULLlukas/.screenpipe/data/data/2026-04-14/1776Jiminny Inc-Slack(Channel) -Jiminny Inc -SlackNULLNULLNULLIToast (DM) -Jiminny Inc -SlackNULLNULLNULLINULINULLNULLNULLNULLNULLNULLNULLNULLdevicemonitomonitomonitomonitomonitomonitomonitcmonitomonitomonito...
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Control Centre
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Control Centre
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1
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NULL
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monitor_1
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NULL
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NULL
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Bluetooth
Bluetooth
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Lukas’s Magic Mouse, 4 Bluetooth
Bluetooth
Devices
Lukas’s Magic Mouse, 45%
soundcore AeroClip
LakyLak bose qc35 II
M720 Triathlon
Magic Keyboard
Magic Keyboard
Soundcore Life Dot 2 NC
Bluetooth Settings…...
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5206736848825018042
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329723789783698420
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idle
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hybrid
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NULL
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Bluetooth
Bluetooth
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Lukas’s Magic Mouse, 4 Bluetooth
Bluetooth
Devices
Lukas’s Magic Mouse, 45%
soundcore AeroClip
LakyLak bose qc35 II
M720 Triathlon
Magic Keyboard
Magic Keyboard
Soundcore Life Dot 2 NC
Bluetooth Settings…
SlackFileEditViewGoHistoryWindowHelpAPP (|DOCKER181DEV (docker)₴2APP (-zsh)-zsh+ +ScrmService->syncOpportunity('374720564');ScrmService-›matchByName('Robot');end diffFixed 4 of 5666 files in 146.870 seconds, 60.00 MB memory usedWhat's next:Try Docker Debug for seamless, persistentdebugging tools in any containerimage →Learn moreat [URL_WITH_CREDENTIALS] ~/jiminny/app (JY-20725-handle-HS-search-rate-lirdocker exec -it docker_lamp_1 ./vendor/bin/php-cs-fixer fix --config=.php-cs-fixer.dist.plPHP CS Fixer 3.87.1 Alexander by Fabien Potencier, Dariusz Ruminskiandcontributors.PHP runtime: 8.3.30Running analysis on 7 cores with 10 files per process.Parallel runner is an experimental feature and may be unstable, use it at your own risk.Loadedconfig default from".php-cs-fixer.dist.php".5666/5666 [100%Fixed 0 of 5666 files in 66.457 seconds, 60.00 MB memory usedWhat's next:Try Docker Debug for seamless, persistent debugging tools in any containeror image →Learn more at [URL_WITH_CREDENTIALS] bose qc35 llM720 TriathlonMagic KeyboardMagic KeyboardSoundcore Life Dot 2 NCBluetooth Settings...CircleCl APP 5:11 PMDeployment Successful!Project: appWhen:05/11/202614:11:35Tag:View JobCircleCl APP5:35 PMDeployment Successful!Project: appWhen:05/11/202614:35:58Tag:View JobMessage #releases..•...
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20861
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2026-05-11T16:25:29.787479+00:00
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/Users/lukas/.screenpipe/data/data/2026-05-11/1778 /Users/lukas/.screenpipe/data/data/2026-05-11/1778516729787_m2.jpg...
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Control Centre
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Control Centre
|
1
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NULL
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monitor_2
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NULL
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NULL
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NULL
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NULL
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Bluetooth
Bluetooth
Devices
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Bluetooth
Devices
Lukas’s Magic Mouse, 45%
soundcore AeroClip
LakyLak bose qc35 II
M720 Triathlon
Magic Keyboard
Magic Keyboard
Soundcore Life Dot 2 NC
Bluetooth Settings…...
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5206736848825018042
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329723789783698420
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idle
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hybrid
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NULL
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Bluetooth
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Lukas’s Magic Mouse, 4 Bluetooth
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Lukas’s Magic Mouse, 45%
soundcore AeroClip
LakyLak bose qc35 II
M720 Triathlon
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Soundcore Life Dot 2 NC
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Claude0, Chat= Cowork‹/> Code+ New chatã Projects80 Artifactse CustomizeBu garian cit zenshio apolication proces:Dawarich location tracking projectKecentsHubspot Badkequest headers debuggin.Screenpipe sunc script tailing after receiMonthly expense trackingExporting transaction data from Notion t® How much have I spent for groc...April 2026 spending by categoryCode dift reviewHubSpot rate limit imolementation strateScreenpipe retention policy code locatiolViewing retention policy in screenpipeClean snot x video recoraing terminatiorHubSpot rate limit handling with executeUntitledgScreen pipe. Is there ability.SMB mount access inconsistency betweWhat is the best switch I can..rermission deniea on screenpipe volumeScreenpipe sync database attachment eLast swimming outing with DanDefinition of incarceratedScreenpipe sync script failing after recent migrationsWhat is that tast? It seems like the key tor indexation is much slower!Weighed composite key pertormance trade-offs and proposed synthetic integer solution ›Your intuition is right, and I should have flagged this earlier rather than handwaving past it.What's actually slowerSQLite has a special case: a column declared exactly INTEGER PRIMARY KEY becomes an aliasfor the table's internal ROWID. The table itself is a B-tree keyed by that integer — no separateindex, lookups are one traversalThe moment you use anything else as PRIMARY KEY (composite, TEXT, even INT instead ofINTEGER ), SQLite falls back to a hidden auto rowia plus a separate b-tree for your declared PK.Now every lookup is two traversals:1. Search the PK index → find the hidden rowid2. Look up the rowid in the tableSo PRIMARY KEY (machine_id, id) with machine_id as a 36-char UUID is genuinely slowerper lookup - both from the extra indirection and from byte-by-byte text comparison vsinteger comparison. For a 10M-row table, real numbers are roughly:SchemePer-lookup costndey sizeINTEGER PRIMARY KEYPRIMARY KEY (TEXT, INT)~1us~3-5ussmallest~sx argerFor ad-hoc human queries (your workload) the difference is invisible. For batched INSERT ORIGNORE during nightly sync - checking millions of conflicts against the unique index — itdoes add up.Better design: synthetic NAS-side rowidKeep INTEGER PRIMARY KEY AUTOINCREMENT as the actual PK (fastest), and add UNIQUE(machine id, id) as a separate constraint. INSERT OR IGNORE still works correctly becauseuniqueness conflicts on either PK or any UNIQUE index trigger the IGNORE.CREATE TABLE frames (Write a message…Opus 4.7 Adaptiveik tukas. ProClaude is Al and can make mistakes. Please double-check responses.•y0 l O0100% 5?• Mon 11 May 19:25:29New Tab(Screenpipe - ArchiveAll docs - AFFINEam) DXP4800PLUS-B5F8* New Tab(* Screenpipe - Archive@ SQLite Web: archive.db x(*SQLite Web: db.sqlite+ New Tab• db.scre.npipe.lakylak.xyz/frames/content/sqlite-web 0.7.2archive.db frames 96749 rows, showing page 1eletlielllselements fts (v)elements_fts_configelements_fts_dataelements_fts_idxframesframes_fts (v)frames_fts_configtrames tis datalframes_fts_idxmeetingsocr_textui_eventsui_events_fts (v)ui_events_fts_configui_events_fts_dataui_events_fts_idxViceo cnunksToggle helper tablesstructureContentQueryExportvideo_chunk_id offset_index timestamp8037 1522026-04-14T06:23:20.487451+00:00Users/lukas/.screenpipe/datadata/2026-04-14/ NULLapp_name window_name focused browser_urlSlackNULL2026-04-14T06:23:20.994555÷00:00 /Users/Slacklukas/.screenpipe/data/2026-04-14/17762026-04-14T06:23:23.730853+00:00/Users/lukas/.screenpipeldataldata/2026-04-14/17762026-04-14T06:23:24.310310+00:00/Users)NULLdata/datal2026-04-14/17762026-04-14T06:23:25.864393+00:00 /Users/lukas/.screenpipe/data/data/2026-04-14/1776NULL2026-04-14T06:23:25.848448÷00:00 /Users/Slacklukas/.screenpipe/dataldata/2026-04-14/17762026-04-14T06:23:27.230179÷00:00/Users/lukas/.screenpipe/data/2026-04-14/1776NULL2026-04-14T06:23:30.287923+00:00/Users/lukas/.screenoioeldatoldata/2026-04-14/1776NULL?valeam92229ezonnananlearellNULUlukas/.screenpipe/data/datal2026-04-14/17762026-04-14706:23:56.387802÷00:00 /Users/NULLlukas/.screenpipe/data/data/2026-04-14/1776Jiminny Inc-Slack(Channel) -Jiminny Inc -SlackNULLNULLNULLIToast (DM) -Jiminny Inc -SlackNULLNULLNULLINULINULLNULLNULLNULLNULLNULLNULLNULLdevicemonitomonitomonitomonitomonitomonitomonitcmonitomonitomonitoooascund...
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2026-05-11T16:25:52.144215+00:00
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/Users/lukas/.screenpipe/data/data/2026-05-11/1778 /Users/lukas/.screenpipe/data/data/2026-05-11/1778516752144_m1.jpg...
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Control Centre
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Control Centre
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1
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NULL
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monitor_1
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NULL
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NULL
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NULL
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NULL
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Bluetooth
Bluetooth
Devices
Lukas’s Magic Mouse, 4 Bluetooth
Bluetooth
Devices
Lukas’s Magic Mouse, 45%
soundcore AeroClip
LakyLak bose qc35 II
M720 Triathlon
Magic Keyboard
Magic Keyboard
Soundcore Life Dot 2 NC
Bluetooth Settings…...
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5206736848825018042
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329723789783698420
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idle
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hybrid
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NULL
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Bluetooth
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Devices
Lukas’s Magic Mouse, 4 Bluetooth
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Lukas’s Magic Mouse, 45%
soundcore AeroClip
LakyLak bose qc35 II
M720 Triathlon
Magic Keyboard
Magic Keyboard
Soundcore Life Dot 2 NC
Bluetooth Settings…
SlackFileEditViewGoHistoryWindowHelpAPP (|DOCKER₴81DEV (docker)₴2APP (-zsh)-zsh+ +ScrmService->syncOpportunity('374720564');ScrmService-›matchByName('Robot');end diffFixed 4 of 5666 files in 146.870 seconds, 60.00 MB memory usedWhat's next:Try Docker Debug for seamless, persistentdebugging tools in any containerimage →Learn moreat [URL_WITH_CREDENTIALS] ~/jiminny/app (JY-20725-handle-HS-search-rate-lirdocker exec -it docker_lamp_1 ./vendor/bin/php-cs-fixer fix --config=.php-cs-fixer.dist.plPHP CS Fixer 3.87.1 Alexander by Fabien Potencier, Dariusz Ruminskiandcontributors.PHP runtime: 8.3.30Running analysis on 7 cores with 10 files per process.Parallel runner is an experimental feature and may be unstable, use it at your own risk.Loadedconfig default from".php-cs-fixer.dist.php".5666/5666 [100%Fixed 0 of 5666 files in 66.457 seconds, 60.00 MB memory usedWhat's next:Try Docker Debug for seamless, persistent debugging tools in any containeror image →Learn more at [URL_WITH_CREDENTIALS] bose qc35 llM720 TriathlonMagic KeyboardMagic KeyboardSoundcore Life Dot 2 NCBluetooth Settings...CircleCl APP 5:11 PMDeployment Successful!Project: appWhen:05/11/202614:11:35Tag:View JobCircleCl APP5:35 PMDeployment Successful!Project: appWhen:05/11/202614:35:58Tag:View JobMessage #releases..•...
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NULL
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NULL
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NULL
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20866
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907
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1
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2026-05-11T16:26:00.895778+00:00
|
/Users/lukas/.screenpipe/data/data/2026-05-11/1778 /Users/lukas/.screenpipe/data/data/2026-05-11/1778516760895_m2.jpg...
|
Control Centre
|
Control Centre
|
1
|
NULL
|
monitor_2
|
NULL
|
NULL
|
NULL
|
NULL
|
Bluetooth
Bluetooth
Devices
Lukas’s Magic Mouse, 4 Bluetooth
Bluetooth
Devices
Lukas’s Magic Mouse, 45%
soundcore AeroClip
LakyLak bose qc35 II
M720 Triathlon
Magic Keyboard
Magic Keyboard
Soundcore Life Dot 2 NC
Bluetooth Settings…...
|
[{"role":"AXStaticText","text& [{"role":"AXStaticText","text":"Bluetooth","depth":2,"bounds":{"left":0.6492686,"top":1.0,"width":0.02044548,"height":-0.034317613},"on_screen":true,"automation_id":"bluetooth-header","role_description":"text"},{"role":"AXCheckBox","text":"Bluetooth","depth":2,"bounds":{"left":0.72639626,"top":1.0,"width":0.012632979,"height":-0.031923413},"on_screen":true,"automation_id":"bluetooth-header","role_description":"toggle button","subrole":"AXToggle","is_enabled":true,"is_focused":false},{"role":"AXHeading","text":"Devices","depth":3,"bounds":{"left":0.6492686,"top":1.0,"width":0.015458777,"height":-0.065043926},"on_screen":true,"role_description":"heading"},{"role":"AXCheckBox","text":"Lukas’s Magic Mouse, 45%","depth":3,"bounds":{"left":0.6462766,"top":1.0,"width":0.095744684,"height":-0.07980847},"on_screen":true,"automation_id":"bluetooth-device-Lukas’s Magic Mouse","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXCheckBox","text":"soundcore AeroClip","depth":3,"on_screen":true,"automation_id":"bluetooth-device-soundcore AeroClip","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXCheckBox","text":"LakyLak bose qc35 II","depth":3,"on_screen":true,"automation_id":"bluetooth-device-LakyLak bose qc35 II","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXCheckBox","text":"M720 Triathlon","depth":3,"on_screen":true,"automation_id":"bluetooth-device-M720 Triathlon","role_description":"toggle button","subrole":"AXToggle","is_enabled":false},{"role":"AXCheckBox","text":"Magic Keyboard","depth":3,"on_screen":true,"automation_id":"bluetooth-device-Magic Keyboard","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXCheckBox","text":"Magic Keyboard","depth":3,"on_screen":true,"automation_id":"bluetooth-device-Magic Keyboard","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXCheckBox","text":"Soundcore Life Dot 2 NC","depth":3,"on_screen":true,"automation_id":"bluetooth-device-Soundcore Life Dot 2 NC","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXButton","text":"Bluetooth Settings…","depth":2,"on_screen":true,"role_description":"button","is_enabled":true,"is_focused":false}]...
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5206736848825018042
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329723789783698420
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idle
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hybrid
|
NULL
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Bluetooth
Bluetooth
Devices
Lukas’s Magic Mouse, 4 Bluetooth
Bluetooth
Devices
Lukas’s Magic Mouse, 45%
soundcore AeroClip
LakyLak bose qc35 II
M720 Triathlon
Magic Keyboard
Magic Keyboard
Soundcore Life Dot 2 NC
Bluetooth Settings…
Claude0, Chat"- Cowork‹/> Code+ New chatã Projects80 Artifactse CustomizeBu garian cit zenshio apolication proces:Dawarich location tracking projectKecentsHubspot Badkequest headers debuggin.Screenpipe sunc script tailing after receiMonthly expense trackingExporting transaction data from Notion t® How much have I spent for groc...April 2026 spending by categoryCode dift reviewHubSpot rate limit imolementation strateScreenpipe retention policy code locatiolViewing retention policy in screenpipeclean snot x video recoraing terminatiorHubSpot rate limit handling with executeUntitledgScreen pipe. Is there ability.SMB mount access inconsistency betweWhat is the best switch I can..rermission deniea on screenpipe volumeScreenpipe sync database attachment eLast swimming outing with DanDefinition of incarceratedScreenpipe sync script failing after recent migrationsWhat is that tast? It seems like the key tor indexation is much slower!Weighed combosite kev vertormance trade-ofts and orovosed sunthetic integer solution ›Your intuition is right, and I should have flagged this earlier rather than handwaving past it.What's actually slowerSQLite has a special case: a column declared exactly INTEGER PRIMARY KEY becomes an aliasfor the table's internal ROWID. The table itself is a B-tree keyed by that integer — no separateindex, lookups are one traversalThe moment you use anything else as PRIMARY KEY (composite, TEXT, even INT instead ofINTEGER ), SQLite falls back to a hidden auto rowia plus a separate b-tree for your declared PK.Now every lookup is two traversals:1. Search the PK index → find the hidden rowid2. Look up the rowid in the tableSo PRIMARY KEY (machine_id, id) with machine_id as a 36-char UUID is genuinely slowerper lookup - both from the extra indirection and from byte-by-byte text comparison vsinteger comparison. For a 10M-row table, real numbers are roughly:SchemePer-lookup costndey sizeINTEGER PRIMARY KEYPRIMARY KEY (TEXT, INT)~1us~3-5ussmallest~sx argerFor ad-hoc human queries (your workload) the difference is invisible. For batched INSERT ORIGNORE during nightly sync - checking millions of conflicts against the unique index — itdoes add up.Better design: synthetic NAS-side rowidKeep INTEGER PRIMARY KEY AUTOINCREMENT as the actual PK (fastest), and add UNIQUE(machine id, id) as a separate constraint. INSERT OR IGNORE still works correctly becauseuniqueness conflicts on either PK or any UNIQUE index trigger the IGNORE.CREATE TABLE frames (Write a message…Opus 4.7 Adaptiveik tukas. ProClaude is Al and can make mistakes. Please double-check responses.•0 l O0100% 5?• Mon 11 May 19:26:00New Tab(Screenpipe - ArchiveAll docs - AFFINEam) DXP4800PLUS-B5F8* New Tab(* Screenpipe - Archive@ SQLite Web: archive.db x(*SQLite Web: db.sqlite+ New Tab• db.screenpipe.lakylak.xyz/frames/content/sqlite-web 0.7.2archive.db frames 96749 rows, showing page 1eletlielllselements fts (v)elements_fts_configelements_fts_dataelements_fts_idxframesframes_fts (v)frames_fts_configtrames tis datalframes_fts_idxmeetingsocr_textui_eventsui_events_fts (v)ui_events_fts_configui_events_fts_dataui_events_fts_idxViceo cnunksToggle helper tablesstructureContentQuervExportvideo_chunk_id offset_index timestamp8037 1522026-04-14T06:23:20.487451+00:00Users/lukas/.screenpipe/datadata/2026-04-14/1776app_name window_name focused browser_url NULLSlack2026-04-14T06:23:20.994555÷00:00 /Users/Slacklukas/.screenpipe/data/2026-04-14/17762026-04-14T06:23:23.730853+00:00/Users/lukas/.screenpipeldataldata/2026-04-14/17762026-04-14T06:23:24.310310+00:00/Users)NULLdata/datal2026-04-14/17762026-04-14T06:23:25.864393+00:00 /Users/lukas/.screenpipe/data/data/2026-04-14/1776NULL2026-04-14T06:23:25.848448÷00:00 /Users/Slacklukas/.screenpipe/datalidata/2026-04-14/17762026-04-14T06:23:27.230179÷00:00/Users/lukas/.screenpipe/data/2026-04-14/1776NULL2026-04-14T06:23:30.287923+00:00/Users/lukas/.screenoioeldatoldata/2026-04-14/1776NULL?aleam92229ezoneananlearellNULUlukas/.screenpipe/data/datal2026-04-14/17762026-04-14706:23:56.387802÷00:00 /Users/NULLlukas/.screenpipe/data/data/2026-04-14/1776Jiminny Inc-Slack(Channel) -Jiminny Inc -SlackNULLNULLNULLIToast (DM) -Jiminny Inc -SlackNULLNULLNULLINULINULLNULLNULLNULLNULLNULLNULLNULLdevicemonitomonitomonitomonitomonitomonitomonitcmonitomonitomonitoooascnd...
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20864
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24723
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2026-05-12T09:41:58.662903+00:00
|
/Users/lukas/.screenpipe/data/data/2026-05-12/1778 /Users/lukas/.screenpipe/data/data/2026-05-12/1778578918662_m1.jpg...
|
Control Centre
|
Control Centre
|
1
|
NULL
|
monitor_1
|
NULL
|
NULL
|
NULL
|
NULL
|
Bluetooth
Bluetooth
Devices
Lukas’s Magic Mouse, 4 Bluetooth
Bluetooth
Devices
Lukas’s Magic Mouse, 41%
soundcore AeroClip
LakyLak bose qc35 II
M720 Triathlon
Magic Keyboard
Magic Keyboard
Soundcore Life Dot 2 NC
Bluetooth Settings…...
|
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|
-4087471262133922155
|
-8353079948855129116
|
idle
|
hybrid
|
NULL
|
Bluetooth
Bluetooth
Devices
Lukas’s Magic Mouse, 4 Bluetooth
Bluetooth
Devices
Lukas’s Magic Mouse, 41%
soundcore AeroClip
LakyLak bose qc35 II
M720 Triathlon
Magic Keyboard
Magic Keyboard
Soundcore Life Dot 2 NC
Bluetooth Settings…
iTerm2•ShellEditViewSessionScriptsProfilesWindowHelpDOCKER₴81DEV (-zsh)-O ₴2APP (-zsh)‹ →0 lhlec2-user@ip-10-30-129-190:~883ec2-user@ip-10-30-129-..X4j Support Daily - in 2h 19 m100% C8• Tue 12 May 12:41:58Bluetooth-zsh85screenpipe'DevicesFordocumentation,visit [URL_WITH_CREDENTIALS] ~]$ dockerexeс-it $(dockerps--format "{{.ID}}" --filter "name=ecs-worker" | head -1) /bin/bash -c "cd /home/jsoundcore AeroCliproot@a3efaa2235c4:/home/jiminny# php artisantinkerPsy ShellV0.12.21 CPHP8.3.30cli) by Justin HilemanLakyLak bose qc35 llNew PHPmanualis available (latest:3.0.5).Update with"doc --update-manual'> Sresult = AutomatedReportResult::find(1872);M720 Triathlon[!] Aliasing'AutomatedReportResult' to'Jiminny\Models\AutomatedReportResult' for this Tinker session.Jiminny\Models\AutomatedReportResult{#15863Magic Keyboardid:1872,Magic Keyboarduuid: b"CO-0,/a\e¢Ht°ão11",report_id:Soundcore Life Dot 2 NCname: "Coaching Profiles - 6 - 12 Apr 2026 - Client Success, UK Sales",media_type: "pdf",Bluetooth Settings...parent_id: null,status: 2,reason: 0,payload: "["team_id":1, "request_id": "822fa41b-afd3-43a9-a248-86b0e36f3131", "report_type": "coaching_profiles", "media_types": ["pdf","podcast"], "from_date": "2026-04-06T00:00:00+00:00", "to_date": "2026-04-12T23:59:59+00:00", "group_ids": [91,2], "call_deal_stage": [], "current_deal_stage": [], "deal_min_value" :null, "deal_max_value" : null, "call_types" : ["conference,"dialer"], "call_duration_min_seconds":360, "call_duration_max_seconds":null, "special_requirements":"'', "callback_url": "https:\\/team:[EMAIL]//webhook\/reportsVrepon, reore-pertd:°82272 10- 202-1, 09-0160-k cot6riss, 5,'eus* compt"ted", '"'inestamp" "2026-04-13701:11:48. 648399-00-:00', 's3_url" "S3:V//jiminny.client-dataV/5F0F4810-7e77-4086-8f69-93429ae4d70b\/reports\/822fa41b-afd3-43a9-a248-86b0e36f3131.MD","report_type":"coaching_profiles", "podcast_url":"s3:\Wjiminny.client-data\/5f0f4810-7e77-4086-8f69-93429ae4d70b\/reports\/822fa41b-afd3-43a9-a248-86b0e36f3131_podcast.txt","podcast_audio_url":"s3:V//jiminny.client-data\/5f0f4810-7e77-4086-8f69-93429ae4d70bV/reports\/822fa41b-afd3-43a9-a248-86b0e36f3131_podcast.mp3","podcast_ssml_url":"s3:\//jiminny.client-data\/Sf0f4810-7e77-4086-8f69-93429ae4d70bVreports\/822fa41b-afd3-43a9-a248-86b0e36f3131-podcast.senl"t": +2026-04-13 01:00:57"requested_at:generated_at: "2026-04-13 01:11:48",sent_at: null,created_at: "2026-04-13 01:00:27",updated_at: "2026-04-13 01:11:48",› Sresult->status = 4;› Sresult->saveO);true> exitINFOGoodbye.root@aßefaa2235c4:/home/jiminny#l...
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NULL
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NULL
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NULL
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NULL
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24724
|
1031
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9
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2026-05-12T09:41:58.675968+00:00
|
/Users/lukas/.screenpipe/data/data/2026-05-12/1778 /Users/lukas/.screenpipe/data/data/2026-05-12/1778578918675_m2.jpg...
|
Control Centre
|
Control Centre
|
1
|
NULL
|
monitor_2
|
NULL
|
NULL
|
NULL
|
NULL
|
Bluetooth
Bluetooth
Devices
Lukas’s Magic Mouse, 4 Bluetooth
Bluetooth
Devices
Lukas’s Magic Mouse, 41%
soundcore AeroClip
LakyLak bose qc35 II
M720 Triathlon
Magic Keyboard
Magic Keyboard
Soundcore Life Dot 2 NC
Bluetooth Settings…...
|
[{"role":"AXStaticText","text& [{"role":"AXStaticText","text":"Bluetooth","depth":2,"bounds":{"left":0.6492686,"top":1.0,"width":0.02044548,"height":-0.034317613},"on_screen":true,"automation_id":"bluetooth-header","role_description":"text"},{"role":"AXCheckBox","text":"Bluetooth","depth":2,"bounds":{"left":0.72639626,"top":1.0,"width":0.012632979,"height":-0.031923413},"on_screen":true,"automation_id":"bluetooth-header","role_description":"toggle button","subrole":"AXToggle","is_enabled":true,"is_focused":false},{"role":"AXHeading","text":"Devices","depth":3,"bounds":{"left":0.6492686,"top":1.0,"width":0.015458777,"height":-0.065043926},"on_screen":true,"role_description":"heading"},{"role":"AXCheckBox","text":"Lukas’s Magic Mouse, 41%","depth":3,"bounds":{"left":0.6462766,"top":1.0,"width":0.095744684,"height":-0.07980847},"on_screen":true,"automation_id":"bluetooth-device-Lukas’s Magic Mouse","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXCheckBox","text":"soundcore AeroClip","depth":3,"on_screen":true,"automation_id":"bluetooth-device-soundcore AeroClip","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXCheckBox","text":"LakyLak bose qc35 II","depth":3,"on_screen":true,"automation_id":"bluetooth-device-LakyLak bose qc35 II","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXCheckBox","text":"M720 Triathlon","depth":3,"on_screen":true,"automation_id":"bluetooth-device-M720 Triathlon","role_description":"toggle button","subrole":"AXToggle","is_enabled":false},{"role":"AXCheckBox","text":"Magic Keyboard","depth":3,"on_screen":true,"automation_id":"bluetooth-device-Magic Keyboard","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXCheckBox","text":"Magic Keyboard","depth":3,"on_screen":true,"automation_id":"bluetooth-device-Magic Keyboard","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXCheckBox","text":"Soundcore Life Dot 2 NC","depth":3,"on_screen":true,"automation_id":"bluetooth-device-Soundcore Life Dot 2 NC","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXButton","text":"Bluetooth Settings…","depth":2,"on_screen":true,"role_description":"button","is_enabled":true,"is_focused":false}]...
|
-4087471262133922155
|
-8353079948855129116
|
idle
|
hybrid
|
NULL
|
Bluetooth
Bluetooth
Devices
Lukas’s Magic Mouse, 4 Bluetooth
Bluetooth
Devices
Lukas’s Magic Mouse, 41%
soundcore AeroClip
LakyLak bose qc35 II
M720 Triathlon
Magic Keyboard
Magic Keyboard
Soundcore Life Dot 2 NC
Bluetooth Settings…
rireroxVIewTypeError: League|FlysystenCloudWatch | us-east-2• Jy 20820 es reindex stream moc1 [JY-20725] (HubSpot) Optimise CFJY-20725 add HS rate limit handlitPipelines - jiminny/ap( Pull requests • jiminny/appWJY-207731 User Pilot not receivini( JY-20773 fix user pilot tracking ofJY-207761 Automated report - seP Platform Sorint 2 02 . Platform Te( JY-20625 | JY-20742 | MCP POC !— Data SxolorenT [JY-20776] Automated report - se8 Jiminnv• Jy-20725 add HS rate limit handlillExolore08MonitorsSettingsny.sentry.io/issues/6873095751?end=2026-05-11T20%3A24%3A00&project=82419&start=2026-05-11T19%3A41%3,Issues / le APP-1DTF@ Ask Seer &,lypeErrorEvents (total)2.4KUsers (90d)•Leaquert ysystem tiesystem:nas Argumenceru Stocation must beror type string nuirgiven, caledinz nomez uminny vendor daraveraramework eongowylapp/Jobs/AutomatedReports/SendReportJob.php in Jiminnv\Jobs\AutomatedReports|SendReport.Job:handleA Quick Fi›ResolveArchivePriority olvAll EnvsvMay 11,7:41 PM-May 11, 8:24 PM V• Filter events..0% 88123373% productioros.build54% #1 SMP Sri Mar 6 16:Mav 11 8:00 PMIIMav 11.8.20 Pview all tagsEvents v in this issueView More EventsCopy as vID: 68038eUc14 hours ago | JSONJump to: HignlightsStack Tracephp php 8.3.30Linux 6.1.164-196.303.amzn2023.aarch648884620*oroductionv HighlightshondlodlevelerrorTrace: Trace IDb63e9635e1be409c97c44c9080909046v Stack Trace DisplayCopy as vTypeErrorLeaque\Flvsvstem\Filesvstem::has(): Araument #1 (Slocation) must be of tvpe strina. nulll aiven.called in /home/jiminny/vendor/laravel/framework/src/Illuminate/Filesystem/FilesystemAdapter.php ongeneridcodeCrashed in non-app: .endor/league/flysystem/src/Filesystem.php:46 in League\Flysystem\Filesystem…Show 1 more framejann/dohc/AutomatedPenortc/SondPenortJloh.nhn.80lin Jiminnv|Jobs\AutomatedReports|SendReportJobuhandle•@ InAppvSs3Path = SautomatedReportsService->aetMediaPath(Sreport) :Verify the file exists in S.1t Storage::onsk( clnent-data-cloud")->existsSs3Path))Sloager->error(self::LOG_PREFIX• Report file not found in S3'. ["uu1d = Sthis->reportUu1d's3Path' => Ss3Path.Assignee NN Nikolay NikolovLast seen 4 hours agoin release 884020First seen 8 months agov Seer Autofix €Meet Seer, your Al assistantDebug faster with Sentry's agent,Seer. Seer connects to vour reoos.scans your issues, hiahliahts quickfixes, and proposes solutions. You caneven integrate with your tavoriteadent to imolement chandes in code.[ Try out Seer now• Issue Trackinge GitHubS Jirdv ActivitvAdd a commentMarked as Ongoingmaticallv by Sentry6 months ado" Regressedbv Sentrv in 757712o months agoResolvedby Martin Petkovo months agoView 3 morePeonleMPIN participatingGD IAMP +4viowod!Cimilar IecnosMeraed Issueskallsuppon Dally • In Zn 15m100% 5• lue 1z May 12.41:004 SF (jiminny@localhost]4 HS_local [jiminny@localhost]« console [PROD] X 4 console [EU]cascadePlanhat Event PlaybadFixing Automated Rep+0 ..So jiminny040 A1 A40 V 64 ^cles where crn contzguracion10 = ss/ and provider = 'arrcaulgsoso order by updacedar descts where crm_ configuration id = 537 and id = 35957759cs where crm contiquracion10 = 55/ and 10 = 17005058ted report results where 1d = 19761ted reports where 1d = 5835ty_searches where id = 87714;ty search_filters where activity search 1d = 87714:1ties WhERE uuid to bind 8827f672-202d-4162-9d04-73ff5f0566a90 = uuildi2446-af51-4bcb-854f-cc6560290101') = uuid:hfigurations WHERE provider = 'hubspot';imits:ted_report_results where media type = 'pdf' and status = 2ted_reports where id = 54;NHERE id IN (24623,29443, 29613):ted_report_results WHERE uuid_to_bin('822fa41b-afd3-43a9-a248-86b0e36f3131') = uuid:Inoughttor is>kead Automatedreporiskepositorv.ohgThouaht for 3slAnalysisRoot Cause:SendReport.Job.oho:80 calls getMediaPath(Sreport) which returns null when odf url is missina from the responsePassing null to Storage::disk()->exists() triggers the Flysystem type error1. Report has media type: pdt but responsel pot url is null2. getPdfUrl() returns null (line 374-375 in AutomatedReportResult.php)getMediaPath() returns null (line 2266-2281 in AutomatedReportsService.php)Cronjob Behavior: The send cronjob (AutomatedReportsSendCommand. php:58) uses getGeneratedNotSentResults()which filters• Reiect all | Accept allAsk anything (2 +L)<> Code SWE-1.6CSVvofiles", "media types":["pdf", "podcast"],"from date":"2026-04-06T00:00:00+00:00","to date":"2026-04-12T23:59:59+00:00", "group ids":[91,21,"call deal stage":[l, "current deal stage":-04-13T01:11:48.648399÷00:00", "s3 unl" - "S3:V/iiminny.client-dataV5.f0f4810-7e77-4086-8f69-93429ae4d70bVcenontsW822fa41b-afd3-43a9-a248-86b0e36f3131 MD" "nenont tyne" - "coachingW Windsurf Teamo...
|
NULL
|
NULL
|
NULL
|
NULL
|
|
24725
|
NULL
|
0
|
2026-05-12T09:42:29.190261+00:00
|
/Users/lukas/.screenpipe/data/data/2026-05-12/1778 /Users/lukas/.screenpipe/data/data/2026-05-12/1778578949190_m1.jpg...
|
Control Centre
|
Control Centre
|
1
|
NULL
|
monitor_1
|
NULL
|
NULL
|
NULL
|
NULL
|
Bluetooth
Bluetooth
Devices
Lukas’s Magic Mouse, 4 Bluetooth
Bluetooth
Devices
Lukas’s Magic Mouse, 41%
soundcore AeroClip
LakyLak bose qc35 II
M720 Triathlon
Magic Keyboard
Magic Keyboard
Soundcore Life Dot 2 NC
Bluetooth Settings…...
|
[{"role":"AXStaticText","text& [{"role":"AXStaticText","text":"Bluetooth","depth":2,"bounds":{"left":0.7916667,"top":0.04777778,"width":0.042708334,"height":0.017777778},"on_screen":true,"automation_id":"bluetooth-header","role_description":"text"},{"role":"AXCheckBox","text":"Bluetooth","depth":2,"bounds":{"left":0.9527778,"top":0.044444446,"width":0.02638889,"height":0.024444444},"on_screen":true,"automation_id":"bluetooth-header","role_description":"toggle button","subrole":"AXToggle","is_enabled":true,"is_focused":false},{"role":"AXHeading","text":"Devices","depth":3,"bounds":{"left":0.7916667,"top":0.090555556,"width":0.032291666,"height":0.016666668},"on_screen":true,"role_description":"heading"},{"role":"AXCheckBox","text":"Lukas’s Magic Mouse, 41%","depth":3,"bounds":{"left":0.78541666,"top":0.11111111,"width":0.2,"height":0.035555556},"on_screen":true,"automation_id":"bluetooth-device-Lukas’s Magic Mouse","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXCheckBox","text":"soundcore AeroClip","depth":3,"bounds":{"left":0.78541666,"top":0.14666666,"width":0.2,"height":0.035555556},"on_screen":true,"automation_id":"bluetooth-device-soundcore AeroClip","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXCheckBox","text":"LakyLak bose qc35 II","depth":3,"bounds":{"left":0.78541666,"top":0.18222222,"width":0.2,"height":0.035555556},"on_screen":true,"automation_id":"bluetooth-device-LakyLak bose qc35 II","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXCheckBox","text":"M720 Triathlon","depth":3,"bounds":{"left":0.78541666,"top":0.21777777,"width":0.2,"height":0.035555556},"on_screen":true,"automation_id":"bluetooth-device-M720 Triathlon","role_description":"toggle button","subrole":"AXToggle","is_enabled":false},{"role":"AXCheckBox","text":"Magic Keyboard","depth":3,"bounds":{"left":0.78541666,"top":0.25333333,"width":0.2,"height":0.035555556},"on_screen":true,"automation_id":"bluetooth-device-Magic Keyboard","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXCheckBox","text":"Magic Keyboard","depth":3,"bounds":{"left":0.78541666,"top":0.2888889,"width":0.2,"height":0.035555556},"on_screen":true,"automation_id":"bluetooth-device-Magic Keyboard","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXCheckBox","text":"Soundcore Life Dot 2 NC","depth":3,"bounds":{"left":0.78541666,"top":0.32444444,"width":0.2,"height":0.035555556},"on_screen":true,"automation_id":"bluetooth-device-Soundcore Life Dot 2 NC","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXButton","text":"Bluetooth Settings…","depth":2,"bounds":{"left":0.78541666,"top":0.37555555,"width":0.09791667,"height":0.017777778},"on_screen":true,"role_description":"button","is_enabled":true,"is_focused":false}]...
|
-4087471262133922155
|
-8353079948855129116
|
idle
|
hybrid
|
NULL
|
Bluetooth
Bluetooth
Devices
Lukas’s Magic Mouse, 4 Bluetooth
Bluetooth
Devices
Lukas’s Magic Mouse, 41%
soundcore AeroClip
LakyLak bose qc35 II
M720 Triathlon
Magic Keyboard
Magic Keyboard
Soundcore Life Dot 2 NC
Bluetooth Settings…
iTerm2•ShellEditViewSessionScriptsProfilesWindowHelpDOCKER₴81DEV (-zsh)-O ₴2APP (-zsh)883< →0 lhlec2-user@ip-10-30-129-190:~ec2-user@ip-10-30-129-..X4j Support Daily - in 2h 18 m100% C8• Tue 12 May 12:42:29Bluetooth-zsh85ffmpegDevicesFordocumentation,visit [URL_WITH_CREDENTIALS] ~]$ dockerexeс-it $(dockerps--format "{{.ID}}" --filter "name=ecs-worker" | head -1) /bin/bash -c "cd /home/jsoundcore AeroCliproot@a3efaa2235c4:/home/jiminny# php artisantinkerPsy ShellV0.12.21 CPHP8.3.30cli) by Justin HilemanLakyLak bose qc35 llNew PHPmanualis available (latest:3.0.5).Update with"doc --update-manual'> Sresult = AutomatedReportResult::find(1872);M720 Triathlon[!] Aliasing'AutomatedReportResult' to'Jiminny\Models\AutomatedReportResult' for this Tinker session.Jiminny\Models\AutomatedReportResult{#15863Magic Keyboardid:1872,Magic Keyboarduuid: b"CO-0,/a\e¢Ht°ão11",report_id:Soundcore Life Dot 2 NCname: "Coaching Profiles - 6 - 12 Apr 2026 - Client Success, UK Sales",media_type: "pdf",Bluetooth Settings...parent_id: null,status: 2,reason: 0,payload: "["team_id":1, "request_id": "822fa41b-afd3-43a9-a248-86b0e36f3131", "report_type": "coaching_profiles", "media_types": ["pdf","podcast"], "from_date": "2026-04-06T00:00:00+00:00", "to_date": "2026-04-12T23:59:59+00:00", "group_ids": [91,2], "call_deal_stage": [], "current_deal_stage": [], "deal_min_value" :null, "deal_max_value" : null, "call_types" : ["conference,"dialer"], "call_duration_min_seconds":360, "call_duration_max_seconds":null, "special_requirements":"'', "callback_url": "https:\\/team:[EMAIL]//webhook\/reportsVrepon, reore-pertd:°82272 10- 202-1, 09-0160-k cot6riss, 5,'eus* compt"ted", '"'inestamp" "2026-04-13701:11:48. 648399-00-:00', 's3_url" "S3:V//jiminny.client-dataV/5F0F4810-7e77-4086-8f69-93429ae4d70b\/reports\/822fa41b-afd3-43a9-a248-86b0e36f3131.MD","report_type":"coaching_profiles", "podcast_url":"s3:\Wjiminny.client-data\/5f0f4810-7e77-4086-8f69-93429ae4d70b\/reports\/822fa41b-afd3-43a9-a248-86b0e36f3131_podcast.txt","podcast_audio_url":"s3:V//jiminny.client-data\/5f0f4810-7e77-4086-8f69-93429ae4d70bV/reports\/822fa41b-afd3-43a9-a248-86b0e36f3131_podcast.mp3","podcast_ssml_url":"s3:\//jiminny.client-data\/Sf0f4810-7e77-4086-8f69-93429ae4d70bVreports\/822fa41b-afd3-43a9-a248-86b0e36f3131-podcast.senl"t": +2026-04-13 01:00:57"requested_at:generated_at: "2026-04-13 01:11:48",sent_at: null,created_at: "2026-04-13 01:00:27",updated_at: "2026-04-13 01:11:48",› Sresult->status = 4;› Sresult->saveO);true> exitINFOGoodbye.root@aßefaa2235c4:/home/jiminny#l...
|
24723
|
NULL
|
NULL
|
NULL
|
|
24726
|
NULL
|
0
|
2026-05-12T09:42:29.960639+00:00
|
/Users/lukas/.screenpipe/data/data/2026-05-12/1778 /Users/lukas/.screenpipe/data/data/2026-05-12/1778578949960_m2.jpg...
|
Control Centre
|
Control Centre
|
1
|
NULL
|
monitor_2
|
NULL
|
NULL
|
NULL
|
NULL
|
Bluetooth
Bluetooth
Devices
Lukas’s Magic Mouse, 4 Bluetooth
Bluetooth
Devices
Lukas’s Magic Mouse, 41%
soundcore AeroClip
LakyLak bose qc35 II
M720 Triathlon
Magic Keyboard
Magic Keyboard
Soundcore Life Dot 2 NC
Bluetooth Settings…...
|
[{"role":"AXStaticText","text& [{"role":"AXStaticText","text":"Bluetooth","depth":2,"bounds":{"left":0.6492686,"top":1.0,"width":0.02044548,"height":-0.034317613},"on_screen":true,"automation_id":"bluetooth-header","role_description":"text"},{"role":"AXCheckBox","text":"Bluetooth","depth":2,"bounds":{"left":0.72639626,"top":1.0,"width":0.012632979,"height":-0.031923413},"on_screen":true,"automation_id":"bluetooth-header","role_description":"toggle button","subrole":"AXToggle","is_enabled":true,"is_focused":false},{"role":"AXHeading","text":"Devices","depth":3,"bounds":{"left":0.6492686,"top":1.0,"width":0.015458777,"height":-0.065043926},"on_screen":true,"role_description":"heading"},{"role":"AXCheckBox","text":"Lukas’s Magic Mouse, 41%","depth":3,"bounds":{"left":0.6462766,"top":1.0,"width":0.095744684,"height":-0.07980847},"on_screen":true,"automation_id":"bluetooth-device-Lukas’s Magic Mouse","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXCheckBox","text":"soundcore AeroClip","depth":3,"on_screen":true,"automation_id":"bluetooth-device-soundcore AeroClip","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXCheckBox","text":"LakyLak bose qc35 II","depth":3,"on_screen":true,"automation_id":"bluetooth-device-LakyLak bose qc35 II","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXCheckBox","text":"M720 Triathlon","depth":3,"on_screen":true,"automation_id":"bluetooth-device-M720 Triathlon","role_description":"toggle button","subrole":"AXToggle","is_enabled":false},{"role":"AXCheckBox","text":"Magic Keyboard","depth":3,"on_screen":true,"automation_id":"bluetooth-device-Magic Keyboard","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXCheckBox","text":"Magic Keyboard","depth":3,"on_screen":true,"automation_id":"bluetooth-device-Magic Keyboard","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXCheckBox","text":"Soundcore Life Dot 2 NC","depth":3,"on_screen":true,"automation_id":"bluetooth-device-Soundcore Life Dot 2 NC","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXButton","text":"Bluetooth Settings…","depth":2,"on_screen":true,"role_description":"button","is_enabled":true,"is_focused":false}]...
|
-4087471262133922155
|
-8353079948855129116
|
idle
|
hybrid
|
NULL
|
Bluetooth
Bluetooth
Devices
Lukas’s Magic Mouse, 4 Bluetooth
Bluetooth
Devices
Lukas’s Magic Mouse, 41%
soundcore AeroClip
LakyLak bose qc35 II
M720 Triathlon
Magic Keyboard
Magic Keyboard
Soundcore Life Dot 2 NC
Bluetooth Settings…
rireroxVIewTypeError: League|FlysystenCloudWatch | us-east-2• Jy 20820 es reindex stream moc1 [JY-20725] (HubSpot) Optimise CFJY-20725 add HS rate limit handlitPipelines - jiminny/ap( Pull requests • jiminny/appWJY-207731 User Pilot not receivini( JY-20773 fix user pilot tracking ofJY-207761 Automated report - seP Platform Sorint 2 02 . Platform Te( JY-20625 | JY-20742 | MCP POC !— Data SxolorenT [JY-20776] Automated report - se8 Jiminnv• Jy-20725 add HS rate limit handlillExolore08MonitorsSettingsny.sentry.io/issues/6873095751?end=2026-05-11T20%3A24%3A00&project=82419&start=2026-05-11T19%3A41%3,Issues / le APP-1DTF@ Ask Seer &,lypeErrorEvents (total)2.4KUsers (90d)•Leaquert ysystem tiesystem:nas Argumenceru Stocation must beror type string nuirgiven, caledinz nomez uminny vendor daraveraramework eongowylapp/Jobs/AutomatedReports/SendReportJob.php in Jiminnv\Jobs\AutomatedReports|SendReport.Job:handleA Quick Fi›ResolveArchivePriority olvAll EnvsvMay 11,7:41 PM-May 11, 8:24 PM V• Filter events..0% 88123373% productioros.build54% #1 SMP Sri Mar 6 16:Mav 11 8:00 PMIIMav 11.8.20 Pview all tagsEvents v in this issueView More EventsCopy as vID: 68038eUc14 hours ago | JSONJump to: HignlightsStack Tracephp php 8.3.30Linux 6.1.164-196.303.amzn2023.aarch648884620*oroductionv HighlightshondlodlevelerrorTrace: Trace IDb63e9635e1be409c97c44c9080909046v Stack Trace DisplayCopy as vTypeErrorLeaque\Flvsvstem\Filesvstem::has(): Araument #1 (Slocation) must be of tvpe strina. nulll aiven.called in /home/jiminny/vendor/laravel/framework/src/Illuminate/Filesystem/FilesystemAdapter.php ongeneridcodeCrashed in non-app: .endor/league/flysystem/src/Filesystem.php:46 in League\Flysystem\Filesystem…Show 1 more framejann/dohc/AutomatedPenortc/SondPenortJloh.nhn.80lin Jiminnv|Jobs\AutomatedReports|SendReportJobuhandle•@ InAppvSs3Path = SautomatedReportsService->aetMediaPath(Sreport) :Verify the file exists in S.1t Storage::onsk( clnent-data-cloud")->existsSs3Path))Sloager->error(self::LOG_PREFIX• Report file not found in S3'. ["uu1d = Sthis->reportUu1d's3Path' => Ss3Path.Assignee NN Nikolay NikolovLast seen 4 hours agoin release 884020First seen 8 months agov Seer Autofix €Meet Seer, your Al assistantDebug faster with Sentry's agent,Seer. Seer connects to vour reoos.scans your issues, hiahliahts quickfixes, and proposes solutions. You caneven integrate with your tavoriteadent to imolement chandes in code.[ Try out Seer now• Issue Trackinge GitHubS Jirdv ActivitvAdd a commentMarked as Ongoingmaticallv by Sentry6 months ado" Regressedbv Sentrv in 757712o months agoResolvedby Martin Petkovo months agoView 3 morePeonleMPIN participatingGD IAMP +4viowod!Cimilar IecnosMeraed Issueskallsuppont Dally • In Zn 10m100% 5• lue 1z May 12.42-2.4 SF (jiminny@localhost]4 HS_local [jiminny@localhost]« console [PROD] X 4 console [EU]cascadePlanhat Event PlaybadFixing Automated Rep+0 ..So jiminny040 A1 A40 V 64 ^cles where crn contzguracion10 = ss/ and provider = 'arrcaulgsoso order by updacedar descts where crm_ configuration id = 537 and id = 35957759cs where crm contiquracion10 = 55/ and 10 = 17005058ted report results where 1d = 19761ted reports where 1d = 5835ty_searches where id = 87714;ty search_filters where activity search 1d = 87714:1ties WhERE uuid to bind 8827f672-202d-4162-9d04-73ff5f0566a90 = uuildi2446-af51-4bcb-854f-cc6560290101') = uuid:hfigurations WHERE provider = 'hubspot';imits:ted_report_results where media type = 'pdf' and status = 2ted_reports where id = 54;NHERE id IN (24623,29443, 29613):ted_report_results WHERE uuid_to_bin('822fa41b-afd3-43a9-a248-86b0e36f3131') = uuid:Inoughttor is>kead Automatedreporiskepositorv.ohgThouaht for 3slAnalysisRoot Cause:SendReport.Job.oho:80 calls getMediaPath(Sreport) which returns null when odf url is missina from the responsePassing null to Storage::disk()->exists() triggers the Flysystem type error1. Report has media type: pdt but responsel pot url is null2. getPdfUrl() returns null (line 374-375 in AutomatedReportResult.php)getMediaPath() returns null (line 2266-2281 in AutomatedReportsService.php)Cronjob Behavior: The send cronjob (AutomatedReportsSendCommand. php:58) uses getGeneratedNotSentResults()which filters• Reiect all | Accept allAsk anything (2 +L)<> Code SWE-1.6CSVvofiles", "media types":["pdf", "podcast"],"from date":"2026-04-06T00:00:00+00:00","to date":"2026-04-12T23:59:59+00:00", "group ids":[91,21,"call deal stage":[l, "current deal stage":-04-13T01:11:48.648399÷00:00", "s3 unl" - "S3:V/iiminny.client-dataV5.f0f4810-7e77-4086-8f69-93429ae4d70bVcenontsW822fa41b-afd3-43a9-a248-86b0e36f3131 MD" "nenont tyne" - "coachingW Windsurf Teamo...
|
24724
|
NULL
|
NULL
|
NULL
|
|
24727
|
1032
|
0
|
2026-05-12T09:42:59.949893+00:00
|
/Users/lukas/.screenpipe/data/data/2026-05-12/1778 /Users/lukas/.screenpipe/data/data/2026-05-12/1778578979949_m1.jpg...
|
Control Centre
|
Control Centre
|
1
|
NULL
|
monitor_1
|
NULL
|
NULL
|
NULL
|
NULL
|
Bluetooth
Bluetooth
Devices
Lukas’s Magic Mouse, 4 Bluetooth
Bluetooth
Devices
Lukas’s Magic Mouse, 41%
soundcore AeroClip
LakyLak bose qc35 II
M720 Triathlon
Magic Keyboard
Magic Keyboard
Soundcore Life Dot 2 NC
Bluetooth Settings…...
|
[{"role":"AXStaticText","text& [{"role":"AXStaticText","text":"Bluetooth","depth":2,"bounds":{"left":0.7916667,"top":0.04777778,"width":0.042708334,"height":0.017777778},"on_screen":true,"automation_id":"bluetooth-header","role_description":"text"},{"role":"AXCheckBox","text":"Bluetooth","depth":2,"bounds":{"left":0.9527778,"top":0.044444446,"width":0.02638889,"height":0.024444444},"on_screen":true,"automation_id":"bluetooth-header","role_description":"toggle button","subrole":"AXToggle","is_enabled":true,"is_focused":false},{"role":"AXHeading","text":"Devices","depth":3,"bounds":{"left":0.7916667,"top":0.090555556,"width":0.032291666,"height":0.016666668},"on_screen":true,"role_description":"heading"},{"role":"AXCheckBox","text":"Lukas’s Magic Mouse, 41%","depth":3,"bounds":{"left":0.78541666,"top":0.11111111,"width":0.2,"height":0.035555556},"on_screen":true,"automation_id":"bluetooth-device-Lukas’s Magic Mouse","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXCheckBox","text":"soundcore AeroClip","depth":3,"bounds":{"left":0.78541666,"top":0.14666666,"width":0.2,"height":0.035555556},"on_screen":true,"automation_id":"bluetooth-device-soundcore AeroClip","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXCheckBox","text":"LakyLak bose qc35 II","depth":3,"bounds":{"left":0.78541666,"top":0.18222222,"width":0.2,"height":0.035555556},"on_screen":true,"automation_id":"bluetooth-device-LakyLak bose qc35 II","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXCheckBox","text":"M720 Triathlon","depth":3,"bounds":{"left":0.78541666,"top":0.21777777,"width":0.2,"height":0.035555556},"on_screen":true,"automation_id":"bluetooth-device-M720 Triathlon","role_description":"toggle button","subrole":"AXToggle","is_enabled":false},{"role":"AXCheckBox","text":"Magic Keyboard","depth":3,"bounds":{"left":0.78541666,"top":0.25333333,"width":0.2,"height":0.035555556},"on_screen":true,"automation_id":"bluetooth-device-Magic Keyboard","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXCheckBox","text":"Magic Keyboard","depth":3,"bounds":{"left":0.78541666,"top":0.2888889,"width":0.2,"height":0.035555556},"on_screen":true,"automation_id":"bluetooth-device-Magic Keyboard","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXCheckBox","text":"Soundcore Life Dot 2 NC","depth":3,"bounds":{"left":0.78541666,"top":0.32444444,"width":0.2,"height":0.035555556},"on_screen":true,"automation_id":"bluetooth-device-Soundcore Life Dot 2 NC","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXButton","text":"Bluetooth Settings…","depth":2,"bounds":{"left":0.78541666,"top":0.37555555,"width":0.09791667,"height":0.017777778},"on_screen":true,"role_description":"button","is_enabled":true,"is_focused":false}]...
|
-4087471262133922155
|
-8353079948855129116
|
idle
|
hybrid
|
NULL
|
Bluetooth
Bluetooth
Devices
Lukas’s Magic Mouse, 4 Bluetooth
Bluetooth
Devices
Lukas’s Magic Mouse, 41%
soundcore AeroClip
LakyLak bose qc35 II
M720 Triathlon
Magic Keyboard
Magic Keyboard
Soundcore Life Dot 2 NC
Bluetooth Settings…
iTerm2•ShellEditViewSessionScriptsProfilesWindowHelpDOCKER₴81DEV (-zsh)-O ₴2APP (-zsh)‹ →0 lhlec2-user@ip-10-30-129-190:~883ec2-user@ip-10-30-129-..X4j Support Daily - in 2h 18 m100% C8• Tue 12 May 12:42:59Bluetooth-zsh85screenpipe'DevicesFordocumentation,visit [URL_WITH_CREDENTIALS] ~]$ dockerexeс-it $(dockerps--format "{{.ID}}" --filter "name=ecs-worker" | head -1) /bin/bash -c "cd /home/jsoundcore AeroCliproot@a3efaa2235c4:/home/jiminny# php artisantinkerPsy ShellV0.12.21 CPHP8.3.30cli) by Justin HilemanLakyLak bose qc35 llNew PHPmanualis available (latest:3.0.5).Update with"doc --update-manual'> Sresult = AutomatedReportResult::find(1872);M720 Triathlon[!] Aliasing'AutomatedReportResult' to'Jiminny\Models\AutomatedReportResult' for this Tinker session.Jiminny\Models\AutomatedReportResult{#15863Magic Keyboardid:1872,Magic Keyboarduuid: b"CO-0,/a\e¢Ht°ão11",report_id:Soundcore Life Dot 2 NCname: "Coaching Profiles - 6 - 12 Apr 2026 - Client Success, UK Sales",media_type: "pdf",Bluetooth Settings...parent_id: null,status: 2,reason: 0,payload: "["team_id":1, "request_id": "822fa41b-afd3-43a9-a248-86b0e36f3131", "report_type": "coaching_profiles", "media_types": ["pdf","podcast"], "from_date": "2026-04-06T00:00:00+00:00", "to_date": "2026-04-12T23:59:59+00:00", "group_ids": [91,2], "call_deal_stage": [], "current_deal_stage": [], "deal_min_value" :null, "deal_max_value" : null, "call_types" : ["conference,"dialer"], "call_duration_min_seconds":360, "call_duration_max_seconds":null, "special_requirements":"'', "callback_url": "https:\\/team:[EMAIL]//webhook\/reportsVrepon, reore-pertd:°82272 10- 202-1, 09-0160-k cot6riss, 5,'eus* compt"ted", '"'inestamp" "2026-04-13701:11:48. 648399-00-:00', 's3_url" "S3:V//jiminny.client-dataV/5F0F4810-7e77-4086-8f69-93429ae4d70b\/reports\/822fa41b-afd3-43a9-a248-86b0e36f3131.MD","report_type":"coaching_profiles", "podcast_url":"s3:\Wjiminny.client-data\/5f0f4810-7e77-4086-8f69-93429ae4d70b\/reports\/822fa41b-afd3-43a9-a248-86b0e36f3131_podcast.txt","podcast_audio_url":"s3:V//jiminny.client-data\/5f0f4810-7e77-4086-8f69-93429ae4d70bV/reports\/822fa41b-afd3-43a9-a248-86b0e36f3131_podcast.mp3","podcast_ssml_url":"s3:\//jiminny.client-data\/Sf0f4810-7e77-4086-8f69-93429ae4d70bVreports\/822fa41b-afd3-43a9-a248-86b0e36f3131-podcast.senl"t": +2026-04-13 01:00:57"requested_at:generated_at: "2026-04-13 01:11:48",sent_at: null,created_at: "2026-04-13 01:00:27",updated_at: "2026-04-13 01:11:48",› Sresult->status = 4;› Sresult->saveO);true> exitINFOGoodbye.root@aßefaa2235c4:/home/jiminny#l...
|
24723
|
NULL
|
NULL
|
NULL
|
|
24728
|
1033
|
0
|
2026-05-12T09:43:00.929200+00:00
|
/Users/lukas/.screenpipe/data/data/2026-05-12/1778 /Users/lukas/.screenpipe/data/data/2026-05-12/1778578980929_m2.jpg...
|
Control Centre
|
Control Centre
|
1
|
NULL
|
monitor_2
|
NULL
|
NULL
|
NULL
|
NULL
|
Bluetooth
Bluetooth
Devices
Lukas’s Magic Mouse, 4 Bluetooth
Bluetooth
Devices
Lukas’s Magic Mouse, 41%
soundcore AeroClip
LakyLak bose qc35 II
M720 Triathlon
Magic Keyboard
Magic Keyboard
Soundcore Life Dot 2 NC
Bluetooth Settings…...
|
[{"role":"AXStaticText","text& [{"role":"AXStaticText","text":"Bluetooth","depth":2,"bounds":{"left":0.6492686,"top":1.0,"width":0.02044548,"height":-0.034317613},"on_screen":true,"automation_id":"bluetooth-header","role_description":"text"},{"role":"AXCheckBox","text":"Bluetooth","depth":2,"bounds":{"left":0.72639626,"top":1.0,"width":0.012632979,"height":-0.031923413},"on_screen":true,"automation_id":"bluetooth-header","role_description":"toggle button","subrole":"AXToggle","is_enabled":true,"is_focused":false},{"role":"AXHeading","text":"Devices","depth":3,"bounds":{"left":0.6492686,"top":1.0,"width":0.015458777,"height":-0.065043926},"on_screen":true,"role_description":"heading"},{"role":"AXCheckBox","text":"Lukas’s Magic Mouse, 41%","depth":3,"bounds":{"left":0.6462766,"top":1.0,"width":0.095744684,"height":-0.07980847},"on_screen":true,"automation_id":"bluetooth-device-Lukas’s Magic Mouse","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXCheckBox","text":"soundcore AeroClip","depth":3,"on_screen":true,"automation_id":"bluetooth-device-soundcore AeroClip","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXCheckBox","text":"LakyLak bose qc35 II","depth":3,"on_screen":true,"automation_id":"bluetooth-device-LakyLak bose qc35 II","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXCheckBox","text":"M720 Triathlon","depth":3,"on_screen":true,"automation_id":"bluetooth-device-M720 Triathlon","role_description":"toggle button","subrole":"AXToggle","is_enabled":false},{"role":"AXCheckBox","text":"Magic Keyboard","depth":3,"on_screen":true,"automation_id":"bluetooth-device-Magic Keyboard","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXCheckBox","text":"Magic Keyboard","depth":3,"on_screen":true,"automation_id":"bluetooth-device-Magic Keyboard","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXCheckBox","text":"Soundcore Life Dot 2 NC","depth":3,"on_screen":true,"automation_id":"bluetooth-device-Soundcore Life Dot 2 NC","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXButton","text":"Bluetooth Settings…","depth":2,"on_screen":true,"role_description":"button","is_enabled":true,"is_focused":false}]...
|
-4087471262133922155
|
-8353079948855129116
|
idle
|
hybrid
|
NULL
|
Bluetooth
Bluetooth
Devices
Lukas’s Magic Mouse, 4 Bluetooth
Bluetooth
Devices
Lukas’s Magic Mouse, 41%
soundcore AeroClip
LakyLak bose qc35 II
M720 Triathlon
Magic Keyboard
Magic Keyboard
Soundcore Life Dot 2 NC
Bluetooth Settings…
rireroxVIewTypeError: League|FlysystenCloudWatch | us-east-2• Jy 20820 es reindex stream moc1 [JY-20725] (HubSpot) Optimise CFJY-20725 add HS rate limit handlitPipelines - jiminny/ap( Pull requests • jiminny/appWJY-207731 User Pilot not receivini( JY-20773 fix user pilot tracking ofJY-207761 Automated report - seP Platform Sorint 2 02 . Platform Te( JY-20625 | JY-20742 | MCP POC !— Data SxolorenT [JY-20776] Automated report - se8 Jiminnv• Jy-20725 add HS rate limit handlillExolore08MonitorsSettingsny.sentry.io/issues/6873095751?end=2026-05-11T20%3A24%3A00&project=82419&start=2026-05-11T19%3A41%3,Issues / le APP-1DTF@ Ask Seer &,lypeErrorEvents (total)2.4KUsers (90d)•Leaquert ysystem tiesystem:nas Argumenceru Stocation must beror type string nuirgiven, caledinz nomez uminny vendor daraveraramework eongowylapp/Jobs/AutomatedReports/SendReportJob.php in Jiminnv\Jobs\AutomatedReports|SendReport.Job:handleA Quick Fi›ResolveArchivePriority olvAll EnvsvMay 11,7:41 PM-May 11, 8:24 PM V• Filter events..0% 88123373% productioros.build54% #1 SMP Sri Mar 6 16:Mav 11 8:00 PMIIMav 11.8.20 Pview all tagsEvents v in this issueView More EventsCopy as vID: 68038eUc14 hours ago | JSONJump to: HignlightsStack Tracephp php 8.3.30Linux 6.1.164-196.303.amzn2023.aarch648884620*oroductionv HighlightshondlodlevelerrorTrace: Trace IDb63e9635e1be409c97c44c9080909046v Stack Trace DisplayCopy as vTypeErrorLeaque\Flvsvstem\Filesvstem::has(): Araument #1 (Slocation) must be of tvpe strina. nulll aiven.called in /home/jiminny/vendor/laravel/framework/src/Illuminate/Filesystem/FilesystemAdapter.php ongeneridcodeCrashed in non-app: .endor/league/flysystem/src/Filesystem.php:46 in League\Flysystem\Filesystem…Show 1 more framejann/dohc/AutomatedPenortc/SondPenortJloh.nhn.80lin Jiminnv|Jobs\AutomatedReports|SendReportJobuhandle•@ InAppvSs3Path = SautomatedReportsService->aetMediaPath(Sreport) :Verify the file exists in S.1t Storage::onsk( clnent-data-cloud")->existsSs3Path))Sloager->error(self::LOG_PREFIX• Report file not found in S3'. ["uu1d = Sthis->reportUu1d's3Path' => Ss3Path.Assignee NN Nikolay NikolovLast seen 4 hours agoin release 884020First seen 8 months agov Seer Autofix €Meet Seer, your Al assistantDebug faster with Sentry's agent,Seer. Seer connects to vour reoos.scans your issues, hiahliahts quickfixes, and proposes solutions. You caneven integrate with your tavoriteadent to imolement chandes in code.[ Try out Seer now• Issue Trackinge GitHubS Jirdv ActivitvAdd a commentMarked as Ongoingmaticallv by Sentry6 months ado" Regressedbv Sentrv in 757712o months agoResolvedby Martin Petkovo months agoView 3 morePeonleMPIN participatingGD IAMP +4viowod!Cimilar IecnosMeraed Issues0 (abl|suppont Dally • In Zn 1/m100% 5• lue 1z May 12.43:004 SF (jiminny@localhost]4 HS_local [jiminny@localhost]« console [PROD] X 4 console [EU]cascadePlanhat Event PlaybadFixing Automated Rep+0 ..So jiminny040 A1 A40 V 64 ^cles where crn contzguracion10 = ss/ and provider = 'arrcaulgsoso order by updacedar descts where crm_ configuration id = 537 and id = 35957759cs where crm contiquracion10 = 55/ and 10 = 17005058ted report results where 1d = 19761ted reports where 1d = 5835ty_searches where id = 87714;ty search_filters where activity search 1d = 87714:1ties WhERE uuid to bind 8827f672-202d-4162-9d04-73ff5f0566a90 = uuildi2446-af51-4bcb-854f-cc6560290101') = uuid:hfigurations WHERE provider = 'hubspot';imits:ted_report_results where media type = 'pdf' and status = 2ted_reports where id = 54;NHERE id IN (24623,29443, 29613):ted_report_results WHERE uuid_to_bin('822fa41b-afd3-43a9-a248-86b0e36f3131') = uuid:Inoughttor is>kead Automatedreporiskepositorv.ohgThouaht for 3slAnalysisRoot Cause:SendReport.Job.oho:80 calls getMediaPath(Sreport) which returns null when odf url is missina from the responsePassing null to Storage::disk()->exists() triggers the Flysystem type error1. Report has media type: pdt but responsel pot url is null2. getPdfUrl() returns null (line 374-375 in AutomatedReportResult.php)getMediaPath() returns null (line 2266-2281 in AutomatedReportsService.php)Cronjob Behavior: The send cronjob (AutomatedReportsSendCommand. php:58) uses getGeneratedNotSentResults()which filters• Reiect all | Accept allAsk anything (2 +L)<> Code SWE-1.6CSVvofiles", "media types":["pdf", "podcast"],"from date":"2026-04-06T00:00:00+00:00","to date":"2026-04-12T23:59:59+00:00", "group ids":[91,21,"call deal stage":[l, "current deal stage":-04-13T01:11:48.648399÷00:00", "s3 unl" - "S3:V/iiminny.client-dataV5.f0f4810-7e77-4086-8f69-93429ae4d70bVcenontsW822fa41b-afd3-43a9-a248-86b0e36f3131 MD" "nenont tyne" - "coachingW Windsurf Teamo...
|
24724
|
NULL
|
NULL
|
NULL
|
|
24729
|
1032
|
1
|
2026-05-12T09:43:30.475128+00:00
|
/Users/lukas/.screenpipe/data/data/2026-05-12/1778 /Users/lukas/.screenpipe/data/data/2026-05-12/1778579010475_m1.jpg...
|
Control Centre
|
Control Centre
|
1
|
NULL
|
monitor_1
|
NULL
|
NULL
|
NULL
|
NULL
|
Bluetooth
Bluetooth
Devices
Lukas’s Magic Mouse, 4 Bluetooth
Bluetooth
Devices
Lukas’s Magic Mouse, 41%
soundcore AeroClip
LakyLak bose qc35 II
M720 Triathlon
Magic Keyboard
Magic Keyboard
Soundcore Life Dot 2 NC
Bluetooth Settings…...
|
[{"role":"AXStaticText","text& [{"role":"AXStaticText","text":"Bluetooth","depth":2,"bounds":{"left":0.7916667,"top":0.04777778,"width":0.042708334,"height":0.017777778},"on_screen":true,"automation_id":"bluetooth-header","role_description":"text"},{"role":"AXCheckBox","text":"Bluetooth","depth":2,"bounds":{"left":0.9527778,"top":0.044444446,"width":0.02638889,"height":0.024444444},"on_screen":true,"automation_id":"bluetooth-header","role_description":"toggle button","subrole":"AXToggle","is_enabled":true,"is_focused":false},{"role":"AXHeading","text":"Devices","depth":3,"bounds":{"left":0.7916667,"top":0.090555556,"width":0.032291666,"height":0.016666668},"on_screen":true,"role_description":"heading"},{"role":"AXCheckBox","text":"Lukas’s Magic Mouse, 41%","depth":3,"bounds":{"left":0.78541666,"top":0.11111111,"width":0.2,"height":0.035555556},"on_screen":true,"automation_id":"bluetooth-device-Lukas’s Magic Mouse","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXCheckBox","text":"soundcore AeroClip","depth":3,"bounds":{"left":0.78541666,"top":0.14666666,"width":0.2,"height":0.035555556},"on_screen":true,"automation_id":"bluetooth-device-soundcore AeroClip","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXCheckBox","text":"LakyLak bose qc35 II","depth":3,"bounds":{"left":0.78541666,"top":0.18222222,"width":0.2,"height":0.035555556},"on_screen":true,"automation_id":"bluetooth-device-LakyLak bose qc35 II","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXCheckBox","text":"M720 Triathlon","depth":3,"bounds":{"left":0.78541666,"top":0.21777777,"width":0.2,"height":0.035555556},"on_screen":true,"automation_id":"bluetooth-device-M720 Triathlon","role_description":"toggle button","subrole":"AXToggle","is_enabled":false},{"role":"AXCheckBox","text":"Magic Keyboard","depth":3,"bounds":{"left":0.78541666,"top":0.25333333,"width":0.2,"height":0.035555556},"on_screen":true,"automation_id":"bluetooth-device-Magic Keyboard","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXCheckBox","text":"Magic Keyboard","depth":3,"bounds":{"left":0.78541666,"top":0.2888889,"width":0.2,"height":0.035555556},"on_screen":true,"automation_id":"bluetooth-device-Magic Keyboard","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXCheckBox","text":"Soundcore Life Dot 2 NC","depth":3,"bounds":{"left":0.78541666,"top":0.32444444,"width":0.2,"height":0.035555556},"on_screen":true,"automation_id":"bluetooth-device-Soundcore Life Dot 2 NC","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXButton","text":"Bluetooth Settings…","depth":2,"bounds":{"left":0.78541666,"top":0.37555555,"width":0.09791667,"height":0.017777778},"on_screen":true,"role_description":"button","is_enabled":true,"is_focused":false}]...
|
-4087471262133922155
|
-8353079948855129116
|
idle
|
hybrid
|
NULL
|
Bluetooth
Bluetooth
Devices
Lukas’s Magic Mouse, 4 Bluetooth
Bluetooth
Devices
Lukas’s Magic Mouse, 41%
soundcore AeroClip
LakyLak bose qc35 II
M720 Triathlon
Magic Keyboard
Magic Keyboard
Soundcore Life Dot 2 NC
Bluetooth Settings…
iTerm2•ShellEditViewSessionScriptsProfilesWindowHelpDOCKER₴81DEV (-zsh)O ₴2APP (-zsh)C,0 ll 0ec2-user@ip-10-30-129-190:~883ec2-user@ip-10-30-129-..X4j Support Daily • in 2h 17 m100% C8• Tue 12 May 12:43:30Bluetooth-zsh85screenpipe'DevicesFordocumentation,visit [URL_WITH_CREDENTIALS] ~]$ dockerexeс-it $(dockerps --format "{{.ID}}" --filter "name=ecs-worker" | head -1) /bin/bash -c "cd /home/jsoundcore AeroCliproot@a3efaa2235c4:/home/jiminny# php artisantinkerPsy ShellV0.12.21 CPHP8.3.30cli) by Justin HilemanLakyLak bose qc35 llNew PHPmanualis available (latest:3.0.5).Update with"doc --update-manual'> Sresult = AutomatedReportResult::find(1872);M720 Triathlon[!] Aliasing'AutomatedReportResult' to'Jiminny\Models\AutomatedReportResult' for this Tinker session.Jiminny\Models\AutomatedReportResult{#15863Magic Keyboardid:1872,Magic Keyboarduuid: b"CO-0,/a\e¢Ht°ão11",report_id:Soundcore Life Dot 2 NCname: "Coaching Profiles - 6 - 12 Apr 2026 - Client Success, UK Sales",media_type: "pdf",Bluetooth Settings...parent_id: null,status: 2,reason: 0,payload: "["team_id":1, "request_id": "822fa41b-afd3-43a9-a248-86b0e36f3131", "report_type": "coaching_profiles", "media_types": ["pdf","podcast"], "from_date": "2026-04-06T00:00:00+00:00", "to_date": "2026-04-12T23:59:59+00:00", "group_ids": [91,2], "call_deal_stage": [], "current_deal_stage": [], "deal_min_value" :null, "deal_max_value" : null, "call_types" : ["conference,"dialer"], "call_duration_min_seconds":360, "call_duration_max_seconds":null, "special_requirements":"'', "callback_url": "https:\\/team:[EMAIL]//webhook\/reportsVrepon, reore-pertd:°82272 10- 202-1, 09-0160-k cot6riss, 5,'eus* compt"ted", '"'inestamp" "2026-04-13701:11:48. 648399-00-:00', 's3_url" "S3:V//jiminny.client-dataV/5F0F4810-7e77-4086-8f69-93429ae4d70b\/reports\/822fa41b-afd3-43a9-a248-86b0e36f3131.MD","report_type":"coaching_profiles", "podcast_url":"s3:\Wjiminny.client-data\/5f0f4810-7e77-4086-8f69-93429ae4d70b\/reports\/822fa41b-afd3-43a9-a248-86b0e36f3131_podcast.txt","podcast_audio_url":"s3:V//jiminny.client-data\/5f0f4810-7e77-4086-8f69-93429ae4d70bV/reports\/822fa41b-afd3-43a9-a248-86b0e36f3131_podcast.mp3","podcast_ssml_url":"s3:\//jiminny.client-data\/Sf0f4810-7e77-4086-8f69-93429ae4d70bVreports\/822fa41b-afd3-43a9-a248-86b0e36f3131-podcast.senl"t": +2026-04-13 01:00:57"requested_at:generated_at: "2026-04-13 01:11:48",sent_at: null,created_at: "2026-04-13 01:00:27",updated_at: "2026-04-13 01:11:48",› Sresult->status = 4;› Sresult->saveO);true> exitINFOGoodbye.root@aßefaa2235c4:/home/jiminny#l...
|
24723
|
NULL
|
NULL
|
NULL
|
|
24730
|
1033
|
1
|
2026-05-12T09:43:31.724961+00:00
|
/Users/lukas/.screenpipe/data/data/2026-05-12/1778 /Users/lukas/.screenpipe/data/data/2026-05-12/1778579011724_m2.jpg...
|
Control Centre
|
Control Centre
|
1
|
NULL
|
monitor_2
|
NULL
|
NULL
|
NULL
|
NULL
|
Bluetooth
Bluetooth
Devices
Lukas’s Magic Mouse, 4 Bluetooth
Bluetooth
Devices
Lukas’s Magic Mouse, 41%
soundcore AeroClip
LakyLak bose qc35 II
M720 Triathlon
Magic Keyboard
Magic Keyboard
Soundcore Life Dot 2 NC
Bluetooth Settings…...
|
[{"role":"AXStaticText","text& [{"role":"AXStaticText","text":"Bluetooth","depth":2,"bounds":{"left":0.6492686,"top":1.0,"width":0.02044548,"height":-0.034317613},"on_screen":true,"automation_id":"bluetooth-header","role_description":"text"},{"role":"AXCheckBox","text":"Bluetooth","depth":2,"bounds":{"left":0.72639626,"top":1.0,"width":0.012632979,"height":-0.031923413},"on_screen":true,"automation_id":"bluetooth-header","role_description":"toggle button","subrole":"AXToggle","is_enabled":true,"is_focused":false},{"role":"AXHeading","text":"Devices","depth":3,"bounds":{"left":0.6492686,"top":1.0,"width":0.015458777,"height":-0.065043926},"on_screen":true,"role_description":"heading"},{"role":"AXCheckBox","text":"Lukas’s Magic Mouse, 41%","depth":3,"bounds":{"left":0.6462766,"top":1.0,"width":0.095744684,"height":-0.07980847},"on_screen":true,"automation_id":"bluetooth-device-Lukas’s Magic Mouse","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXCheckBox","text":"soundcore AeroClip","depth":3,"on_screen":true,"automation_id":"bluetooth-device-soundcore AeroClip","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXCheckBox","text":"LakyLak bose qc35 II","depth":3,"on_screen":true,"automation_id":"bluetooth-device-LakyLak bose qc35 II","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXCheckBox","text":"M720 Triathlon","depth":3,"on_screen":true,"automation_id":"bluetooth-device-M720 Triathlon","role_description":"toggle button","subrole":"AXToggle","is_enabled":false},{"role":"AXCheckBox","text":"Magic Keyboard","depth":3,"on_screen":true,"automation_id":"bluetooth-device-Magic Keyboard","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXCheckBox","text":"Magic Keyboard","depth":3,"on_screen":true,"automation_id":"bluetooth-device-Magic Keyboard","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXCheckBox","text":"Soundcore Life Dot 2 NC","depth":3,"on_screen":true,"automation_id":"bluetooth-device-Soundcore Life Dot 2 NC","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXButton","text":"Bluetooth Settings…","depth":2,"on_screen":true,"role_description":"button","is_enabled":true,"is_focused":false}]...
|
-4087471262133922155
|
-8353079948855129116
|
idle
|
hybrid
|
NULL
|
Bluetooth
Bluetooth
Devices
Lukas’s Magic Mouse, 4 Bluetooth
Bluetooth
Devices
Lukas’s Magic Mouse, 41%
soundcore AeroClip
LakyLak bose qc35 II
M720 Triathlon
Magic Keyboard
Magic Keyboard
Soundcore Life Dot 2 NC
Bluetooth Settings…
rireroxVIewTypeError: League|FlysystenCloudWatch | us-east-2• Jy 20820 es reindex stream moc1 [JY-20725] (HubSpot) Optimise CFJY-20725 add HS rate limit handlitPipelines - jiminny/ap( Pull requests • jiminny/appWJY-207731 User Pilot not receivini( JY-20773 fix user pilot tracking ofJY-207761 Automated report - seP Platform Sorint 2 02 . Platform Te( JY-20625 | JY-20742 | MCP POC !— Data SxolorenT [JY-20776] Automated report - se8 Jiminnv• Jy-20725 add HS rate limit handlillExolore08MonitorsSettingsny.sentry.io/issues/6873095751?end=2026-05-11T20%3A24%3A00&project=82419&start=2026-05-11T19%3A41%3,Issues / le APP-1DTF@ Ask Seer &,lypeErrorEvents (total)2.4KUsers (90d)•Leaquert ysystem tiesystem:nas Argumenceru Stocation must beror type string nuirgiven, caledinz nomez uminny vendor daraveraramework eongowylapp/Jobs/AutomatedReports/SendReportJob.php in Jiminnv\Jobs\AutomatedReports|SendReport.Job:handleA Quick Fi›ResolveArchivePriority olvAll EnvsvMay 11,7:41 PM-May 11, 8:24 PM V• Filter events..0% 88123373% productioros.build54% #1 SMP Sri Mar 6 16:Mav 11 8:00 PMIIMav 11.8.20 Pview all tagsEvents v in this issueView More EventsCopy as vID: 68038eUc14 hours ago | JSONJump to: HignlightsStack Tracephp php 8.3.30Linux 6.1.164-196.303.amzn2023.aarch648884620*oroductionv HighlightshondlodlevelerrorTrace: Trace IDb63e9635e1be409c97c44c9080909046v Stack Trace DisplayCopy as vTypeErrorLeaque\Flvsvstem\Filesvstem::has(): Araument #1 (Slocation) must be of tvpe strina. nulll aiven.called in /home/jiminny/vendor/laravel/framework/src/Illuminate/Filesystem/FilesystemAdapter.php ongeneridcodeCrashed in non-app: .endor/league/flysystem/src/Filesystem.php:46 in League\Flysystem\Filesystem…Show 1 more framejann/dohc/AutomatedPenortc/SondPenortJloh.nhn.80lin Jiminnv|Jobs\AutomatedReports|SendReportJobuhandle•@ InAppvSs3Path = SautomatedReportsService->aetMediaPath(Sreport) :Verify the file exists in S.1t Storage::onsk( clnent-data-cloud")->existsSs3Path))Sloager->error(self::LOG_PREFIX• Report file not found in S3'. ["uu1d = Sthis->reportUu1d's3Path' => Ss3Path.Assignee NN Nikolay NikolovLast seen 4 hours agoin release 884020First seen 8 months agov Seer Autofix €Meet Seer, your Al assistantDebug faster with Sentry's agent,Seer. Seer connects to vour reoos.scans your issues, hiahliahts quickfixes, and proposes solutions. You caneven integrate with your tavoriteadent to imolement chandes in code.[ Try out Seer now• Issue Trackinge GitHubS Jirdv ActivitvAdd a commentMarked as Ongoingmaticallv by Sentry6 months ado" Regressedbv Sentrv in 757712o months agoResolvedby Martin Petkovo months agoView 3 morePeonleMPIN participatingGD IAMP +4viowod!Cimilar IecnosMeraed Issues0 (abl|suppont Dally • In Zn 1/m100% 5• lue 1z May 12.43.34 SF (jiminny@localhost]4 HS_local [jiminny@localhost]« console [PROD] X 4 console [EU]cascadePlanhat Event PlaybadFixing Automated Rep+0 ..So jiminny040 A1 A40 V 64 ^cles where crn contzguracion10 = ss/ and provider = 'arrcaulgsoso order by updacedar descts where crm_ configuration id = 537 and id = 35957759cs where crm contiquracion10 = 55/ and 10 = 17005058ted report results where 1d = 19761ted reports where 1d = 5835ty_searches where id = 87714;ty search_filters where activity search 1d = 87714:1ties WhERE uuid to bind 8827f672-202d-4162-9d04-73ff5f0566a90 = uuildi2446-af51-4bcb-854f-cc6560290101') = uuid:hfigurations WHERE provider = 'hubspot';imits:ted_report_results where media type = 'pdf' and status = 2ted_reports where id = 54;NHERE id IN (24623,29443, 29613):ted_report_results WHERE uuid_to_bin('822fa41b-afd3-43a9-a248-86b0e36f3131') = uuid:Inoughttor is>kead Automatedreporiskepositorv.ohgThouaht for 3slAnalysisRoot Cause:SendReport.Job.oho:80 calls getMediaPath(Sreport) which returns null when odf url is missina from the responsePassing null to Storage::disk()->exists() triggers the Flysystem type error1. Report has media type: pdt but responsel pot url is null2. getPdfUrl() returns null (line 374-375 in AutomatedReportResult.php)getMediaPath() returns null (line 2266-2281 in AutomatedReportsService.php)Cronjob Behavior: The send cronjob (AutomatedReportsSendCommand. php:58) uses getGeneratedNotSentResults()which filters• Reiect all | Accept allAsk anything (2 +L)<> Code SWE-1.6CSVvofiles", "media types":["pdf", "podcast"],"from date":"2026-04-06T00:00:00+00:00","to date":"2026-04-12T23:59:59+00:00", "group ids":[91,21,"call deal stage":[l, "current deal stage":-04-13T01:11:48.648399÷00:00", "s3 unl" - "S3:V/iiminny.client-dataV5.f0f4810-7e77-4086-8f69-93429ae4d70bVcenontsW822fa41b-afd3-43a9-a248-86b0e36f3131 MD" "nenont tyne" - "coachingW Windsurf Teamo...
|
24724
|
NULL
|
NULL
|
NULL
|
|
24731
|
1032
|
2
|
2026-05-12T09:44:00.971204+00:00
|
/Users/lukas/.screenpipe/data/data/2026-05-12/1778 /Users/lukas/.screenpipe/data/data/2026-05-12/1778579040971_m1.jpg...
|
Control Centre
|
Control Centre
|
1
|
NULL
|
monitor_1
|
NULL
|
NULL
|
NULL
|
NULL
|
Bluetooth
Bluetooth
Devices
Lukas’s Magic Mouse, 4 Bluetooth
Bluetooth
Devices
Lukas’s Magic Mouse, 41%
soundcore AeroClip
LakyLak bose qc35 II
M720 Triathlon
Magic Keyboard
Magic Keyboard
Soundcore Life Dot 2 NC
Bluetooth Settings…...
|
[{"role":"AXStaticText","text& [{"role":"AXStaticText","text":"Bluetooth","depth":2,"bounds":{"left":0.7916667,"top":0.04777778,"width":0.042708334,"height":0.017777778},"on_screen":true,"automation_id":"bluetooth-header","role_description":"text"},{"role":"AXCheckBox","text":"Bluetooth","depth":2,"bounds":{"left":0.9527778,"top":0.044444446,"width":0.02638889,"height":0.024444444},"on_screen":true,"automation_id":"bluetooth-header","role_description":"toggle button","subrole":"AXToggle","is_enabled":true,"is_focused":false},{"role":"AXHeading","text":"Devices","depth":3,"bounds":{"left":0.7916667,"top":0.090555556,"width":0.032291666,"height":0.016666668},"on_screen":true,"role_description":"heading"},{"role":"AXCheckBox","text":"Lukas’s Magic Mouse, 41%","depth":3,"bounds":{"left":0.78541666,"top":0.11111111,"width":0.2,"height":0.035555556},"on_screen":true,"automation_id":"bluetooth-device-Lukas’s Magic Mouse","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXCheckBox","text":"soundcore AeroClip","depth":3,"bounds":{"left":0.78541666,"top":0.14666666,"width":0.2,"height":0.035555556},"on_screen":true,"automation_id":"bluetooth-device-soundcore AeroClip","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXCheckBox","text":"LakyLak bose qc35 II","depth":3,"bounds":{"left":0.78541666,"top":0.18222222,"width":0.2,"height":0.035555556},"on_screen":true,"automation_id":"bluetooth-device-LakyLak bose qc35 II","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXCheckBox","text":"M720 Triathlon","depth":3,"bounds":{"left":0.78541666,"top":0.21777777,"width":0.2,"height":0.035555556},"on_screen":true,"automation_id":"bluetooth-device-M720 Triathlon","role_description":"toggle button","subrole":"AXToggle","is_enabled":false},{"role":"AXCheckBox","text":"Magic Keyboard","depth":3,"bounds":{"left":0.78541666,"top":0.25333333,"width":0.2,"height":0.035555556},"on_screen":true,"automation_id":"bluetooth-device-Magic Keyboard","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXCheckBox","text":"Magic Keyboard","depth":3,"bounds":{"left":0.78541666,"top":0.2888889,"width":0.2,"height":0.035555556},"on_screen":true,"automation_id":"bluetooth-device-Magic Keyboard","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXCheckBox","text":"Soundcore Life Dot 2 NC","depth":3,"bounds":{"left":0.78541666,"top":0.32444444,"width":0.2,"height":0.035555556},"on_screen":true,"automation_id":"bluetooth-device-Soundcore Life Dot 2 NC","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXButton","text":"Bluetooth Settings…","depth":2,"bounds":{"left":0.78541666,"top":0.37555555,"width":0.09791667,"height":0.017777778},"on_screen":true,"role_description":"button","is_enabled":true,"is_focused":false}]...
|
-4087471262133922155
|
-8353079948855129116
|
idle
|
hybrid
|
NULL
|
Bluetooth
Bluetooth
Devices
Lukas’s Magic Mouse, 4 Bluetooth
Bluetooth
Devices
Lukas’s Magic Mouse, 41%
soundcore AeroClip
LakyLak bose qc35 II
M720 Triathlon
Magic Keyboard
Magic Keyboard
Soundcore Life Dot 2 NC
Bluetooth Settings…
iTerm2•ShellEditViewSessionScriptsProfilesWindowHelpDOCKER₴81DEV (-zsh)O ₴2APP (-zsh)C,0 ll 0ec2-user@ip-10-30-129-190:~883ec2-user@ip-10-30-129-..X4j Support Daily • in 2h 17 m100% C8• Tue 12 May 12:44:00Bluetooth-zsh85screenpipe'DevicesFordocumentation,visit [URL_WITH_CREDENTIALS] ~]$ dockerexeс-it $(dockerps --format "{{.ID}}" --filter "name=ecs-worker" | head -1) /bin/bash -c "cd /home/jsoundcore AeroCliproot@a3efaa2235c4:/home/jiminny# php artisantinkerPsy ShellV0.12.21 CPHP8.3.30cli) by Justin HilemanLakyLak bose qc35 llNew PHPmanualis available (latest:3.0.5).Update with"doc --update-manual'> Sresult = AutomatedReportResult::find(1872);M720 Triathlon[!] Aliasing'AutomatedReportResult' to'Jiminny\Models\AutomatedReportResult' for this Tinker session.Jiminny\Models\AutomatedReportResult{#15863Magic Keyboardid:1872,Magic Keyboarduuid: b"CO-0,/a\e¢Ht°ão11",report_id:Soundcore Life Dot 2 NCname: "Coaching Profiles - 6 - 12 Apr 2026 - Client Success, UK Sales",media_type: "pdf",Bluetooth Settings...parent_id: null,status: 2,reason: 0,payload: "["team_id":1, "request_id": "822fa41b-afd3-43a9-a248-86b0e36f3131", "report_type": "coaching_profiles", "media_types": ["pdf","podcast"], "from_date": "2026-04-06T00:00:00+00:00", "to_date": "2026-04-12T23:59:59+00:00", "group_ids": [91,2], "call_deal_stage": [], "current_deal_stage": [], "deal_min_value" :null, "deal_max_value" : null, "call_types" : ["conference,"dialer"], "call_duration_min_seconds":360, "call_duration_max_seconds":null, "special_requirements":"'', "callback_url": "https:\\/team:[EMAIL]//webhook\/reportsVrepon, reore-pertd:°82272 10- 202-1, 09-0160-k cot6riss, 5,'eus* compt"ted", '"'inestamp" "2026-04-13701:11:48. 648399-00-:00', 's3_url" "S3:V//jiminny.client-dataV/5F0F4810-7e77-4086-8f69-93429ae4d70b\/reports\/822fa41b-afd3-43a9-a248-86b0e36f3131.MD","report_type":"coaching_profiles", "podcast_url":"s3:\Wjiminny.client-data\/5f0f4810-7e77-4086-8f69-93429ae4d70b\/reports\/822fa41b-afd3-43a9-a248-86b0e36f3131_podcast.txt","podcast_audio_url":"s3:V//jiminny.client-data\/5f0f4810-7e77-4086-8f69-93429ae4d70bV/reports\/822fa41b-afd3-43a9-a248-86b0e36f3131_podcast.mp3","podcast_ssml_url":"s3:\//jiminny.client-data\/Sf0f4810-7e77-4086-8f69-93429ae4d70bVreports\/822fa41b-afd3-43a9-a248-86b0e36f3131-podcast.senl"t": +2026-04-13 01:00:57"requested_at:generated_at: "2026-04-13 01:11:48",sent_at: null,created_at: "2026-04-13 01:00:27",updated_at: "2026-04-13 01:11:48",› Sresult->status = 4;› Sresult->saveO);true> exitINFOGoodbye.root@aßefaa2235c4:/home/jiminny#l...
|
24723
|
NULL
|
NULL
|
NULL
|
|
24732
|
1033
|
2
|
2026-05-12T09:44:02.905138+00:00
|
/Users/lukas/.screenpipe/data/data/2026-05-12/1778 /Users/lukas/.screenpipe/data/data/2026-05-12/1778579042905_m2.jpg...
|
Control Centre
|
Control Centre
|
1
|
NULL
|
monitor_2
|
NULL
|
NULL
|
NULL
|
NULL
|
Bluetooth
Bluetooth
Devices
Lukas’s Magic Mouse, 4 Bluetooth
Bluetooth
Devices
Lukas’s Magic Mouse, 41%
soundcore AeroClip
LakyLak bose qc35 II
M720 Triathlon
Magic Keyboard
Magic Keyboard
Soundcore Life Dot 2 NC
Bluetooth Settings…...
|
[{"role":"AXStaticText","text& [{"role":"AXStaticText","text":"Bluetooth","depth":2,"bounds":{"left":0.6492686,"top":1.0,"width":0.02044548,"height":-0.034317613},"on_screen":true,"automation_id":"bluetooth-header","role_description":"text"},{"role":"AXCheckBox","text":"Bluetooth","depth":2,"bounds":{"left":0.72639626,"top":1.0,"width":0.012632979,"height":-0.031923413},"on_screen":true,"automation_id":"bluetooth-header","role_description":"toggle button","subrole":"AXToggle","is_enabled":true,"is_focused":false},{"role":"AXHeading","text":"Devices","depth":3,"bounds":{"left":0.6492686,"top":1.0,"width":0.015458777,"height":-0.065043926},"on_screen":true,"role_description":"heading"},{"role":"AXCheckBox","text":"Lukas’s Magic Mouse, 41%","depth":3,"bounds":{"left":0.6462766,"top":1.0,"width":0.095744684,"height":-0.07980847},"on_screen":true,"automation_id":"bluetooth-device-Lukas’s Magic Mouse","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXCheckBox","text":"soundcore AeroClip","depth":3,"on_screen":true,"automation_id":"bluetooth-device-soundcore AeroClip","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXCheckBox","text":"LakyLak bose qc35 II","depth":3,"on_screen":true,"automation_id":"bluetooth-device-LakyLak bose qc35 II","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXCheckBox","text":"M720 Triathlon","depth":3,"on_screen":true,"automation_id":"bluetooth-device-M720 Triathlon","role_description":"toggle button","subrole":"AXToggle","is_enabled":false},{"role":"AXCheckBox","text":"Magic Keyboard","depth":3,"on_screen":true,"automation_id":"bluetooth-device-Magic Keyboard","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXCheckBox","text":"Magic Keyboard","depth":3,"on_screen":true,"automation_id":"bluetooth-device-Magic Keyboard","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXCheckBox","text":"Soundcore Life Dot 2 NC","depth":3,"on_screen":true,"automation_id":"bluetooth-device-Soundcore Life Dot 2 NC","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXButton","text":"Bluetooth Settings…","depth":2,"on_screen":true,"role_description":"button","is_enabled":true,"is_focused":false}]...
|
-4087471262133922155
|
-8353079948855129116
|
idle
|
hybrid
|
NULL
|
Bluetooth
Bluetooth
Devices
Lukas’s Magic Mouse, 4 Bluetooth
Bluetooth
Devices
Lukas’s Magic Mouse, 41%
soundcore AeroClip
LakyLak bose qc35 II
M720 Triathlon
Magic Keyboard
Magic Keyboard
Soundcore Life Dot 2 NC
Bluetooth Settings…
rireroxVIewTypeError: League|FlysystenCloudWatch | us-east-2• Jy 20820 es reindex stream moc1 [JY-20725] (HubSpot) Optimise CFJY-20725 add HS rate limit handlitPipelines - jiminny/ap( Pull requests • jiminny/appWJY-207731 User Pilot not receivini( JY-20773 fix user pilot tracking ofJY-207761 Automated report - seP Platform Sorint 2 02 . Platform Te( JY-20625 | JY-20742 | MCP POC !— Data SxolorenT [JY-20776] Automated report - se8 Jiminnv• Jy-20725 add HS rate limit handlillExolore08MonitorsSettingsny.sentry.io/issues/6873095751?end=2026-05-11T20%3A24%3A00&project=82419&start=2026-05-11T19%3A41%3,Issues / le APP-1DTF@ Ask Seer &,lypeErrorEvents (total)2.4KUsers (90d)•Leaquert ysystem tiesystem:nas Argumenceru Stocation must beror type string nuirgiven, caledinz nomez uminny vendor daraveraramework eongowylapp/Jobs/AutomatedReports/SendReportJob.php in Jiminnv\Jobs\AutomatedReports|SendReport.Job:handleA Quick Fi›ResolveArchivePriority olvAll EnvsvMay 11,7:41 PM-May 11, 8:24 PM V• Filter events..0% 88123373% productioros.build54% #1 SMP Sri Mar 6 16:Mav 11 8:00 PMIIMav 11.8.20 Pview all tagsEvents v in this issueView More EventsCopy as vID: 68038eUc14 hours ago | JSONJump to: HignlightsStack Tracephp php 8.3.30Linux 6.1.164-196.303.amzn2023.aarch648884620*oroductionv HighlightshondlodlevelerrorTrace: Trace IDb63e9635e1be409c97c44c9080909046v Stack Trace DisplayCopy as vTypeErrorLeaque\Flvsvstem\Filesvstem::has(): Araument #1 (Slocation) must be of tvpe strina. nulll aiven.called in /home/jiminny/vendor/laravel/framework/src/Illuminate/Filesystem/FilesystemAdapter.php ongeneridcodeCrashed in non-app: .endor/league/flysystem/src/Filesystem.php:46 in League\Flysystem\Filesystem…Show 1 more framejann/dohc/AutomatedPenortc/SondPenortJloh.nhn.80lin Jiminnv|Jobs\AutomatedReports|SendReportJobuhandle•@ InAppvSs3Path = SautomatedReportsService->aetMediaPath(Sreport) :Verify the file exists in S.1t Storage::onsk( clnent-data-cloud")->existsSs3Path))Sloager->error(self::LOG_PREFIX• Report file not found in S3'. ["uu1d = Sthis->reportUu1d's3Path' => Ss3Path.Assignee NN Nikolay NikolovLast seen 4 hours agoin release 884020First seen 8 months agov Seer Autofix €Meet Seer, your Al assistantDebug faster with Sentry's agent,Seer. Seer connects to vour reoos.scans your issues, hiahliahts quickfixes, and proposes solutions. You caneven integrate with your tavoriteadent to imolement chandes in code.[ Try out Seer now• Issue Trackinge GitHubS Jirdv ActivitvAdd a commentMarked as Ongoingmaticallv by Sentry6 months ado" Regressedbv Sentrv in 757712o months agoResolvedby Martin Petkovo months agoView 3 morePeonleMPIN participatingGD IAMP +4viowod!Cimilar IecnosMeraed Issueskallsuppon Dally • In Zn 10m100% 5• lue 1z May 12.44*0.4 SF (jiminny@localhost]4 HS_local [jiminny@localhost]« console [PROD] X 4 console [EU]cascadePlanhat Event PlaybadFixing Automated Rep+0 ..So jiminny040 A1 A40 V 64 ^cles where crn contzguracion10 = ss/ and provider = 'arrcaulgsoso order by updacedar descts where crm_ configuration id = 537 and id = 35957759cs where crm contiquracion10 = 55/ and 10 = 17005058ted report results where 1d = 19761ted reports where 1d = 5835ty_searches where id = 87714;ty search_filters where activity search 1d = 87714:1ties WhERE uuid to bind 8827f672-202d-4162-9d04-73ff5f0566a90 = uuildi2446-af51-4bcb-854f-cc6560290101') = uuid:hfigurations WHERE provider = 'hubspot';imits:ted_report_results where media type = 'pdf' and status = 2ted_reports where id = 54;NHERE id IN (24623,29443, 29613):ted_report_results WHERE uuid_to_bin('822fa41b-afd3-43a9-a248-86b0e36f3131') = uuid:Inoughttor is>kead Automatedreporiskepositorv.ohgThouaht for 3slAnalysisRoot Cause:SendReport.Job.oho:80 calls getMediaPath(Sreport) which returns null when odf url is missina from the responsePassing null to Storage::disk()->exists() triggers the Flysystem type error1. Report has media type: pdt but responsel pot url is null2. getPdfUrl() returns null (line 374-375 in AutomatedReportResult.php)getMediaPath() returns null (line 2266-2281 in AutomatedReportsService.php)Cronjob Behavior: The send cronjob (AutomatedReportsSendCommand. php:58) uses getGeneratedNotSentResults()which filters• Reiect all | Accept allAsk anything (2 +L)<> Code SWE-1.6CSVvofiles", "media types":["pdf", "podcast"],"from date":"2026-04-06T00:00:00+00:00","to date":"2026-04-12T23:59:59+00:00", "group ids":[91,21,"call deal stage":[l, "current deal stage":-04-13T01:11:48.648399÷00:00", "s3 unl" - "S3:V/iiminny.client-dataV5.f0f4810-7e77-4086-8f69-93429ae4d70bVcenontsW822fa41b-afd3-43a9-a248-86b0e36f3131 MD" "nenont tyne" - "coachingW Windsurf Teamo...
|
24724
|
NULL
|
NULL
|
NULL
|
|
24733
|
1032
|
3
|
2026-05-12T09:44:31.469651+00:00
|
/Users/lukas/.screenpipe/data/data/2026-05-12/1778 /Users/lukas/.screenpipe/data/data/2026-05-12/1778579071469_m1.jpg...
|
Control Centre
|
Control Centre
|
1
|
NULL
|
monitor_1
|
NULL
|
NULL
|
NULL
|
NULL
|
Bluetooth
Bluetooth
Devices
Lukas’s Magic Mouse, 4 Bluetooth
Bluetooth
Devices
Lukas’s Magic Mouse, 41%
soundcore AeroClip
LakyLak bose qc35 II
M720 Triathlon
Magic Keyboard
Magic Keyboard
Soundcore Life Dot 2 NC
Bluetooth Settings…...
|
[{"role":"AXStaticText","text& [{"role":"AXStaticText","text":"Bluetooth","depth":2,"bounds":{"left":0.7916667,"top":0.04777778,"width":0.042708334,"height":0.017777778},"on_screen":true,"automation_id":"bluetooth-header","role_description":"text"},{"role":"AXCheckBox","text":"Bluetooth","depth":2,"bounds":{"left":0.9527778,"top":0.044444446,"width":0.02638889,"height":0.024444444},"on_screen":true,"automation_id":"bluetooth-header","role_description":"toggle button","subrole":"AXToggle","is_enabled":true,"is_focused":false},{"role":"AXHeading","text":"Devices","depth":3,"bounds":{"left":0.7916667,"top":0.090555556,"width":0.032291666,"height":0.016666668},"on_screen":true,"role_description":"heading"},{"role":"AXCheckBox","text":"Lukas’s Magic Mouse, 41%","depth":3,"bounds":{"left":0.78541666,"top":0.11111111,"width":0.2,"height":0.035555556},"on_screen":true,"automation_id":"bluetooth-device-Lukas’s Magic Mouse","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXCheckBox","text":"soundcore AeroClip","depth":3,"bounds":{"left":0.78541666,"top":0.14666666,"width":0.2,"height":0.035555556},"on_screen":true,"automation_id":"bluetooth-device-soundcore AeroClip","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXCheckBox","text":"LakyLak bose qc35 II","depth":3,"bounds":{"left":0.78541666,"top":0.18222222,"width":0.2,"height":0.035555556},"on_screen":true,"automation_id":"bluetooth-device-LakyLak bose qc35 II","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXCheckBox","text":"M720 Triathlon","depth":3,"bounds":{"left":0.78541666,"top":0.21777777,"width":0.2,"height":0.035555556},"on_screen":true,"automation_id":"bluetooth-device-M720 Triathlon","role_description":"toggle button","subrole":"AXToggle","is_enabled":false},{"role":"AXCheckBox","text":"Magic Keyboard","depth":3,"bounds":{"left":0.78541666,"top":0.25333333,"width":0.2,"height":0.035555556},"on_screen":true,"automation_id":"bluetooth-device-Magic Keyboard","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXCheckBox","text":"Magic Keyboard","depth":3,"bounds":{"left":0.78541666,"top":0.2888889,"width":0.2,"height":0.035555556},"on_screen":true,"automation_id":"bluetooth-device-Magic Keyboard","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXCheckBox","text":"Soundcore Life Dot 2 NC","depth":3,"bounds":{"left":0.78541666,"top":0.32444444,"width":0.2,"height":0.035555556},"on_screen":true,"automation_id":"bluetooth-device-Soundcore Life Dot 2 NC","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXButton","text":"Bluetooth Settings…","depth":2,"bounds":{"left":0.78541666,"top":0.37555555,"width":0.09791667,"height":0.017777778},"on_screen":true,"role_description":"button","is_enabled":true,"is_focused":false}]...
|
-4087471262133922155
|
-8353079948855129116
|
idle
|
hybrid
|
NULL
|
Bluetooth
Bluetooth
Devices
Lukas’s Magic Mouse, 4 Bluetooth
Bluetooth
Devices
Lukas’s Magic Mouse, 41%
soundcore AeroClip
LakyLak bose qc35 II
M720 Triathlon
Magic Keyboard
Magic Keyboard
Soundcore Life Dot 2 NC
Bluetooth Settings…
iTerm2•ShellEditViewSessionScriptsProfilesWindowHelpDOCKER₴81DEV (-zsh)-O ₴2APP (-zsh)‹ →0 lhlec2-user@ip-10-30-129-190:~883ec2-user@ip-10-30-129-..X4j Support Daily - in 2h 16 m100% C8• Tue 12 May 12:44:31Bluetooth-zsh85screenpipe'DevicesFordocumentation,visit [URL_WITH_CREDENTIALS] ~]$ dockerexeс-it $(dockerps--format "{{.ID}}" --filter "name=ecs-worker" | head -1) /bin/bash -c "cd /home/jsoundcore AeroCliproot@a3efaa2235c4:/home/jiminny# php artisantinkerPsy ShellV0.12.21 CPHP8.3.30cli) by Justin HilemanLakyLak bose qc35 llNew PHPmanualis available (latest:3.0.5).Update with"doc --update-manual'> Sresult = AutomatedReportResult::find(1872);M720 Triathlon[!] Aliasing'AutomatedReportResult' to'Jiminny\Models\AutomatedReportResult' for this Tinker session.Jiminny\Models\AutomatedReportResult{#15863Magic Keyboardid:1872,Magic Keyboarduuid: b"CO-0,/a\e¢Ht°ão11",report_id:Soundcore Life Dot 2 NCname: "Coaching Profiles - 6 - 12 Apr 2026 - Client Success, UK Sales",media_type: "pdf",Bluetooth Settings...parent_id: null,status: 2,reason: 0,payload: "["team_id":1, "request_id": "822fa41b-afd3-43a9-a248-86b0e36f3131", "report_type": "coaching_profiles", "media_types": ["pdf","podcast"], "from_date": "2026-04-06T00:00:00+00:00", "to_date": "2026-04-12T23:59:59+00:00", "group_ids": [91,2], "call_deal_stage": [], "current_deal_stage": [], "deal_min_value" :null, "deal_max_value" : null, "call_types" : ["conference,"dialer"], "call_duration_min_seconds":360, "call_duration_max_seconds":null, "special_requirements":"'', "callback_url": "https:\\/team:[EMAIL]//webhook\/reportsVrepon, reore-pertd:°82272 10- 202-1, 09-0160-k cot6riss, 5,'eus* compt"ted", '"'inestamp" "2026-04-13701:11:48. 648399-00-:00', 's3_url" "S3:V//jiminny.client-dataV/5F0F4810-7e77-4086-8f69-93429ae4d70b\/reports\/822fa41b-afd3-43a9-a248-86b0e36f3131.MD","report_type":"coaching_profiles", "podcast_url":"s3:\Wjiminny.client-data\/5f0f4810-7e77-4086-8f69-93429ae4d70b\/reports\/822fa41b-afd3-43a9-a248-86b0e36f3131_podcast.txt","podcast_audio_url":"s3:V//jiminny.client-data\/5f0f4810-7e77-4086-8f69-93429ae4d70bV/reports\/822fa41b-afd3-43a9-a248-86b0e36f3131_podcast.mp3","podcast_ssml_url":"s3:\//jiminny.client-data\/Sf0f4810-7e77-4086-8f69-93429ae4d70bVreports\/822fa41b-afd3-43a9-a248-86b0e36f3131-podcast.senl"t": +2026-04-13 01:00:57"requested_at:generated_at: "2026-04-13 01:11:48",sent_at: null,created_at: "2026-04-13 01:00:27",updated_at: "2026-04-13 01:11:48",› Sresult->status = 4;› Sresult->saveO);true> exitINFOGoodbye.root@aßefaa2235c4:/home/jiminny#l...
|
24723
|
NULL
|
NULL
|
NULL
|
|
24734
|
1033
|
3
|
2026-05-12T09:44:34.053659+00:00
|
/Users/lukas/.screenpipe/data/data/2026-05-12/1778 /Users/lukas/.screenpipe/data/data/2026-05-12/1778579074053_m2.jpg...
|
Control Centre
|
Control Centre
|
1
|
NULL
|
monitor_2
|
NULL
|
NULL
|
NULL
|
NULL
|
Bluetooth
Bluetooth
Devices
Lukas’s Magic Mouse, 4 Bluetooth
Bluetooth
Devices
Lukas’s Magic Mouse, 41%
soundcore AeroClip
LakyLak bose qc35 II
M720 Triathlon
Magic Keyboard
Magic Keyboard
Soundcore Life Dot 2 NC
Bluetooth Settings…...
|
[{"role":"AXStaticText","text& [{"role":"AXStaticText","text":"Bluetooth","depth":2,"bounds":{"left":0.6492686,"top":1.0,"width":0.02044548,"height":-0.034317613},"on_screen":true,"automation_id":"bluetooth-header","role_description":"text"},{"role":"AXCheckBox","text":"Bluetooth","depth":2,"bounds":{"left":0.72639626,"top":1.0,"width":0.012632979,"height":-0.031923413},"on_screen":true,"automation_id":"bluetooth-header","role_description":"toggle button","subrole":"AXToggle","is_enabled":true,"is_focused":false},{"role":"AXHeading","text":"Devices","depth":3,"bounds":{"left":0.6492686,"top":1.0,"width":0.015458777,"height":-0.065043926},"on_screen":true,"role_description":"heading"},{"role":"AXCheckBox","text":"Lukas’s Magic Mouse, 41%","depth":3,"bounds":{"left":0.6462766,"top":1.0,"width":0.095744684,"height":-0.07980847},"on_screen":true,"automation_id":"bluetooth-device-Lukas’s Magic Mouse","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXCheckBox","text":"soundcore AeroClip","depth":3,"on_screen":true,"automation_id":"bluetooth-device-soundcore AeroClip","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXCheckBox","text":"LakyLak bose qc35 II","depth":3,"on_screen":true,"automation_id":"bluetooth-device-LakyLak bose qc35 II","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXCheckBox","text":"M720 Triathlon","depth":3,"on_screen":true,"automation_id":"bluetooth-device-M720 Triathlon","role_description":"toggle button","subrole":"AXToggle","is_enabled":false},{"role":"AXCheckBox","text":"Magic Keyboard","depth":3,"on_screen":true,"automation_id":"bluetooth-device-Magic Keyboard","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXCheckBox","text":"Magic Keyboard","depth":3,"on_screen":true,"automation_id":"bluetooth-device-Magic Keyboard","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXCheckBox","text":"Soundcore Life Dot 2 NC","depth":3,"on_screen":true,"automation_id":"bluetooth-device-Soundcore Life Dot 2 NC","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXButton","text":"Bluetooth Settings…","depth":2,"on_screen":true,"role_description":"button","is_enabled":true,"is_focused":false}]...
|
-4087471262133922155
|
-8353079948855129116
|
idle
|
hybrid
|
NULL
|
Bluetooth
Bluetooth
Devices
Lukas’s Magic Mouse, 4 Bluetooth
Bluetooth
Devices
Lukas’s Magic Mouse, 41%
soundcore AeroClip
LakyLak bose qc35 II
M720 Triathlon
Magic Keyboard
Magic Keyboard
Soundcore Life Dot 2 NC
Bluetooth Settings…
rireroxVIewTypeError: League|FlysystenCloudWatch | us-east-2• Jy 20820 es reindex stream moc1 [JY-20725] (HubSpot) Optimise CFJY-20725 add HS rate limit handlitPipelines - jiminny/ap( Pull requests • jiminny/appWJY-207731 User Pilot not receivini( JY-20773 fix user pilot tracking ofJY-207761 Automated report - seP Platform Sorint 2 02 . Platform Te( JY-20625 | JY-20742 | MCP POC !— Data SxolorenT [JY-20776] Automated report - se8 Jiminnv• Jy-20725 add HS rate limit handlillExolore08MonitorsSettingsny.sentry.io/issues/6873095751?end=2026-05-11T20%3A24%3A00&project=82419&start=2026-05-11T19%3A41%3,Issues / le APP-1DTF@ Ask Seer &,lypeErrorEvents (total)2.4KUsers (90d)•Leaquert ysystem tiesystem:nas Argumenceru Stocation must beror type string nuirgiven, caledinz nomez uminny vendor daraveraramework eongowylapp/Jobs/AutomatedReports/SendReportJob.php in Jiminnv\Jobs\AutomatedReports|SendReport.Job:handleA Quick Fi›ResolveArchivePriority olvAll EnvsvMay 11,7:41 PM-May 11, 8:24 PM V• Filter events..0% 88123373% productioros.build54% #1 SMP Sri Mar 6 16:Mav 11 8:00 PMIIMav 11.8.20 Pview all tagsEvents v in this issueView More EventsCopy as vID: 68038eUc14 hours ago | JSONJump to: HignlightsStack Tracephp php 8.3.30Linux 6.1.164-196.303.amzn2023.aarch648884620*oroductionv HighlightshondlodlevelerrorTrace: Trace IDb63e9635e1be409c97c44c9080909046v Stack Trace DisplayCopy as vTypeErrorLeaque\Flvsvstem\Filesvstem::has(): Araument #1 (Slocation) must be of tvpe strina. nulll aiven.called in /home/jiminny/vendor/laravel/framework/src/Illuminate/Filesystem/FilesystemAdapter.php ongeneridcodeCrashed in non-app: .endor/league/flysystem/src/Filesystem.php:46 in League\Flysystem\Filesystem…Show 1 more framejann/dohc/AutomatedPenortc/SondPenortJloh.nhn.80lin Jiminnv|Jobs\AutomatedReports|SendReportJobuhandle•@ InAppvSs3Path = SautomatedReportsService->aetMediaPath(Sreport) :Verify the file exists in S.1t Storage::onsk( clnent-data-cloud")->existsSs3Path))Sloager->error(self::LOG_PREFIX• Report file not found in S3'. ["uu1d = Sthis->reportUu1d's3Path' => Ss3Path.Assignee NN Nikolay NikolovLast seen 4 hours agoin release 884020First seen 8 months agov Seer Autofix €Meet Seer, your Al assistantDebug faster with Sentry's agent,Seer. Seer connects to vour reoos.scans your issues, hiahliahts quickfixes, and proposes solutions. You caneven integrate with your tavoriteadent to imolement chandes in code.[ Try out Seer now• Issue Trackinge GitHubS Jirdv ActivitvAdd a commentMarked as Ongoingmaticallv by Sentry6 months ado" Regressedbv Sentrv in 757712o months agoResolvedby Martin Petkovo months agoView 3 morePeonleMPIN participatingGD IAMP +4viowod!Cimilar IecnosMeraed Issueskallsuppon Dally • In Zn 10m100% 5• lue 1z May 12.44.3%4 SF (jiminny@localhost]4 HS_local [jiminny@localhost]« console [PROD] X 4 console [EU]cascadePlanhat Event PlaybadFixing Automated Rep+0 ..So jiminny040 A1 A40 V 64 ^cles where crn contzguracion10 = ss/ and provider = 'arrcaulgsoso order by updacedar descts where crm_ configuration id = 537 and id = 35957759cs where crm contiquracion10 = 55/ and 10 = 17005058ted report results where 1d = 19761ted reports where 1d = 5835ty_searches where id = 87714;ty search_filters where activity search 1d = 87714:1ties WhERE uuid to bind 8827f672-202d-4162-9d04-73ff5f0566a90 = uuildi2446-af51-4bcb-854f-cc6560290101') = uuid:hfigurations WHERE provider = 'hubspot';imits:ted_report_results where media type = 'pdf' and status = 2ted_reports where id = 54;NHERE id IN (24623,29443, 29613):ted_report_results WHERE uuid_to_bin('822fa41b-afd3-43a9-a248-86b0e36f3131') = uuid:Inoughttor is>kead Automatedreporiskepositorv.ohgThouaht for 3slAnalysisRoot Cause:SendReport.Job.oho:80 calls getMediaPath(Sreport) which returns null when odf url is missina from the responsePassing null to Storage::disk()->exists() triggers the Flysystem type error1. Report has media type: pdt but responsel pot url is null2. getPdfUrl() returns null (line 374-375 in AutomatedReportResult.php)getMediaPath() returns null (line 2266-2281 in AutomatedReportsService.php)Cronjob Behavior: The send cronjob (AutomatedReportsSendCommand. php:58) uses getGeneratedNotSentResults()which filters• Reiect all | Accept allAsk anything (2 +L)<> Code SWE-1.6CSVvofiles", "media types":["pdf", "podcast"],"from date":"2026-04-06T00:00:00+00:00","to date":"2026-04-12T23:59:59+00:00", "group ids":[91,21,"call deal stage":[l, "current deal stage":-04-13T01:11:48.648399÷00:00", "s3 unl" - "S3:V/iiminny.client-dataV5.f0f4810-7e77-4086-8f69-93429ae4d70bVcenontsW822fa41b-afd3-43a9-a248-86b0e36f3131 MD" "nenont tyne" - "coachingW Windsurf Teamo...
|
24724
|
NULL
|
NULL
|
NULL
|
|
24735
|
1032
|
4
|
2026-05-12T09:45:02.044363+00:00
|
/Users/lukas/.screenpipe/data/data/2026-05-12/1778 /Users/lukas/.screenpipe/data/data/2026-05-12/1778579102044_m1.jpg...
|
Control Centre
|
Control Centre
|
1
|
NULL
|
monitor_1
|
NULL
|
NULL
|
NULL
|
NULL
|
Bluetooth
Bluetooth
Devices
Lukas’s Magic Mouse, 4 Bluetooth
Bluetooth
Devices
Lukas’s Magic Mouse, 41%
soundcore AeroClip
LakyLak bose qc35 II
M720 Triathlon
Magic Keyboard
Magic Keyboard
Soundcore Life Dot 2 NC
Bluetooth Settings…...
|
[{"role":"AXStaticText","text& [{"role":"AXStaticText","text":"Bluetooth","depth":2,"bounds":{"left":0.7916667,"top":0.04777778,"width":0.042708334,"height":0.017777778},"on_screen":true,"automation_id":"bluetooth-header","role_description":"text"},{"role":"AXCheckBox","text":"Bluetooth","depth":2,"bounds":{"left":0.9527778,"top":0.044444446,"width":0.02638889,"height":0.024444444},"on_screen":true,"automation_id":"bluetooth-header","role_description":"toggle button","subrole":"AXToggle","is_enabled":true,"is_focused":false},{"role":"AXHeading","text":"Devices","depth":3,"bounds":{"left":0.7916667,"top":0.090555556,"width":0.032291666,"height":0.016666668},"on_screen":true,"role_description":"heading"},{"role":"AXCheckBox","text":"Lukas’s Magic Mouse, 41%","depth":3,"bounds":{"left":0.78541666,"top":0.11111111,"width":0.2,"height":0.035555556},"on_screen":true,"automation_id":"bluetooth-device-Lukas’s Magic Mouse","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXCheckBox","text":"soundcore AeroClip","depth":3,"bounds":{"left":0.78541666,"top":0.14666666,"width":0.2,"height":0.035555556},"on_screen":true,"automation_id":"bluetooth-device-soundcore AeroClip","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXCheckBox","text":"LakyLak bose qc35 II","depth":3,"bounds":{"left":0.78541666,"top":0.18222222,"width":0.2,"height":0.035555556},"on_screen":true,"automation_id":"bluetooth-device-LakyLak bose qc35 II","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXCheckBox","text":"M720 Triathlon","depth":3,"bounds":{"left":0.78541666,"top":0.21777777,"width":0.2,"height":0.035555556},"on_screen":true,"automation_id":"bluetooth-device-M720 Triathlon","role_description":"toggle button","subrole":"AXToggle","is_enabled":false},{"role":"AXCheckBox","text":"Magic Keyboard","depth":3,"bounds":{"left":0.78541666,"top":0.25333333,"width":0.2,"height":0.035555556},"on_screen":true,"automation_id":"bluetooth-device-Magic Keyboard","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXCheckBox","text":"Magic Keyboard","depth":3,"bounds":{"left":0.78541666,"top":0.2888889,"width":0.2,"height":0.035555556},"on_screen":true,"automation_id":"bluetooth-device-Magic Keyboard","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXCheckBox","text":"Soundcore Life Dot 2 NC","depth":3,"bounds":{"left":0.78541666,"top":0.32444444,"width":0.2,"height":0.035555556},"on_screen":true,"automation_id":"bluetooth-device-Soundcore Life Dot 2 NC","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXButton","text":"Bluetooth Settings…","depth":2,"bounds":{"left":0.78541666,"top":0.37555555,"width":0.09791667,"height":0.017777778},"on_screen":true,"role_description":"button","is_enabled":true,"is_focused":false}]...
|
-4087471262133922155
|
-8353079948855129116
|
idle
|
hybrid
|
NULL
|
Bluetooth
Bluetooth
Devices
Lukas’s Magic Mouse, 4 Bluetooth
Bluetooth
Devices
Lukas’s Magic Mouse, 41%
soundcore AeroClip
LakyLak bose qc35 II
M720 Triathlon
Magic Keyboard
Magic Keyboard
Soundcore Life Dot 2 NC
Bluetooth Settings…
iTerm2•ShellEditViewSessionScriptsProfilesWindowHelpDOCKER₴81DEV (-zsh)O ₴2APP (-zsh)‹ >0 llec2-user@ip-10-30-129-190:~883ec2-user@ip-10-30-129-..X4j Support Daily - in 2h 15 m100% C8• Tue 12 May 12:45:01Bluetooth-zsh85screenpipe'DevicesFordocumentation,visit [URL_WITH_CREDENTIALS] ~]$ dockerexeс-it $(dockerps --format "{{.ID}}" --filter "name=ecs-worker" | head -1) /bin/bash -c "cd /home/jsoundcore AeroCliproot@a3efaa2235c4:/home/jiminny# php artisantinkerPsy ShellV0.12.21 CPHP8.3.30cli) by Justin HilemanLakyLak bose qc35 llNew PHPmanualis available (latest:3.0.5).Update with"doc --update-manual'> Sresult = AutomatedReportResult::find(1872);M720 Triathlon[!] Aliasing'AutomatedReportResult' to'Jiminny\Models\AutomatedReportResult' for this Tinker session.Jiminny\Models\AutomatedReportResult{#15863Magic Keyboardid:1872,Magic Keyboarduuid: b"CO-0,/a\e¢Ht°ão11",report_id:Soundcore Life Dot 2 NCname: "Coaching Profiles - 6 - 12 Apr 2026 - Client Success, UK Sales",media_type: "pdf",Bluetooth Settings...parent_id: null,status: 2,reason: 0,payload: "["team_id":1, "request_id": "822fa41b-afd3-43a9-a248-86b0e36f3131", "report_type": "coaching_profiles", "media_types": ["pdf","podcast"], "from_date": "2026-04-06T00:00:00+00:00", "to_date": "2026-04-12T23:59:59+00:00", "group_ids": [91,2], "call_deal_stage": [], "current_deal_stage": [], "deal_min_value" :null, "deal_max_value" : null, "call_types" : ["conference,"dialer"], "call_duration_min_seconds":360, "call_duration_max_seconds":null, "special_requirements":"'', "callback_url": "https:\\/team:[EMAIL]//webhook\/reportsVrepon, reore-pertd:°82272 10- 202-1, 09-0160-k cot6riss, 5,'eus* compt"ted", '"'inestamp" "2026-04-13701:11:48. 648399-00-:00', 's3_url" "S3:V//jiminny.client-dataV/5F0F4810-7e77-4086-8f69-93429ae4d70b\/reports\/822fa41b-afd3-43a9-a248-86b0e36f3131.MD","report_type":"coaching_profiles", "podcast_url":"s3:\Wjiminny.client-data\/5f0f4810-7e77-4086-8f69-93429ae4d70b\/reports\/822fa41b-afd3-43a9-a248-86b0e36f3131_podcast.txt","podcast_audio_url":"s3:V//jiminny.client-data\/5f0f4810-7e77-4086-8f69-93429ae4d70bV/reports\/822fa41b-afd3-43a9-a248-86b0e36f3131_podcast.mp3","podcast_ssml_url":"s3:\//jiminny.client-data\/Sf0f4810-7e77-4086-8f69-93429ae4d70bVreports\/822fa41b-afd3-43a9-a248-86b0e36f3131-podcast.senl"t": +2026-04-13 01:00:57"requested_at:generated_at: "2026-04-13 01:11:48",sent_at: null,created_at: "2026-04-13 01:00:27",updated_at: "2026-04-13 01:11:48",› Sresult->status = 4;› Sresult->saveO);true> exitINFOGoodbye.root@aßefaa2235c4:/home/jiminny#l...
|
24723
|
NULL
|
NULL
|
NULL
|
|
24736
|
1033
|
4
|
2026-05-12T09:45:04.800587+00:00
|
/Users/lukas/.screenpipe/data/data/2026-05-12/1778 /Users/lukas/.screenpipe/data/data/2026-05-12/1778579104800_m2.jpg...
|
Control Centre
|
Control Centre
|
1
|
NULL
|
monitor_2
|
NULL
|
NULL
|
NULL
|
NULL
|
Bluetooth
Bluetooth
Devices
Lukas’s Magic Mouse, 4 Bluetooth
Bluetooth
Devices
Lukas’s Magic Mouse, 41%
soundcore AeroClip
LakyLak bose qc35 II
M720 Triathlon
Magic Keyboard
Magic Keyboard
Soundcore Life Dot 2 NC
Bluetooth Settings…...
|
[{"role":"AXStaticText","text& [{"role":"AXStaticText","text":"Bluetooth","depth":2,"bounds":{"left":0.6492686,"top":1.0,"width":0.02044548,"height":-0.034317613},"on_screen":true,"automation_id":"bluetooth-header","role_description":"text"},{"role":"AXCheckBox","text":"Bluetooth","depth":2,"bounds":{"left":0.72639626,"top":1.0,"width":0.012632979,"height":-0.031923413},"on_screen":true,"automation_id":"bluetooth-header","role_description":"toggle button","subrole":"AXToggle","is_enabled":true,"is_focused":false},{"role":"AXHeading","text":"Devices","depth":3,"bounds":{"left":0.6492686,"top":1.0,"width":0.015458777,"height":-0.065043926},"on_screen":true,"role_description":"heading"},{"role":"AXCheckBox","text":"Lukas’s Magic Mouse, 41%","depth":3,"bounds":{"left":0.6462766,"top":1.0,"width":0.095744684,"height":-0.07980847},"on_screen":true,"automation_id":"bluetooth-device-Lukas’s Magic Mouse","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXCheckBox","text":"soundcore AeroClip","depth":3,"on_screen":true,"automation_id":"bluetooth-device-soundcore AeroClip","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXCheckBox","text":"LakyLak bose qc35 II","depth":3,"on_screen":true,"automation_id":"bluetooth-device-LakyLak bose qc35 II","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXCheckBox","text":"M720 Triathlon","depth":3,"on_screen":true,"automation_id":"bluetooth-device-M720 Triathlon","role_description":"toggle button","subrole":"AXToggle","is_enabled":false},{"role":"AXCheckBox","text":"Magic Keyboard","depth":3,"on_screen":true,"automation_id":"bluetooth-device-Magic Keyboard","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXCheckBox","text":"Magic Keyboard","depth":3,"on_screen":true,"automation_id":"bluetooth-device-Magic Keyboard","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXCheckBox","text":"Soundcore Life Dot 2 NC","depth":3,"on_screen":true,"automation_id":"bluetooth-device-Soundcore Life Dot 2 NC","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXButton","text":"Bluetooth Settings…","depth":2,"on_screen":true,"role_description":"button","is_enabled":true,"is_focused":false}]...
|
-4087471262133922155
|
-8353079948855129116
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idle
|
hybrid
|
NULL
|
Bluetooth
Bluetooth
Devices
Lukas’s Magic Mouse, 4 Bluetooth
Bluetooth
Devices
Lukas’s Magic Mouse, 41%
soundcore AeroClip
LakyLak bose qc35 II
M720 Triathlon
Magic Keyboard
Magic Keyboard
Soundcore Life Dot 2 NC
Bluetooth Settings…
rireroxVIewTypeError: League|FlysystenCloudWatch | us-east-2• Jy 20820 es reindex stream moc1 [JY-20725] (HubSpot) Optimise CFJY-20725 add HS rate limit handlitPipelines - jiminny/ap( Pull requests • jiminny/appWJY-207731 User Pilot not receivini( JY-20773 fix user pilot tracking ofJY-207761 Automated report - seP Platform Sorint 2 02 . Platform Te( JY-20625 | JY-20742 | MCP POC !— Data SxolorenT [JY-20776] Automated report - se8 Jiminnv• Jy-20725 add HS rate limit handlillExolore08MonitorsSettingsny.sentry.io/issues/6873095751?end=2026-05-11T20%3A24%3A00&project=82419&start=2026-05-11T19%3A41%3,Issues / le APP-1DTF@ Ask Seer &,lypeErrorEvents (total)2.4KUsers (90d)•Leaquert ysystem tiesystem:nas Argumenceru Stocation must beror type string nuirgiven, caledinz nomez uminny vendor daraveraramework eongowylapp/Jobs/AutomatedReports/SendReportJob.php in Jiminnv\Jobs\AutomatedReports|SendReport.Job:handleA Quick Fi›ResolveArchivePriority olvAll EnvsvMay 11,7:41 PM-May 11, 8:24 PM V• Filter events..0% 88123373% productioros.build54% #1 SMP Sri Mar 6 16:Mav 11 8:00 PMIIMav 11.8.20 Pview all tagsEvents v in this issueView More EventsCopy as vID: 68038eUc14 hours ago | JSONJump to: HignlightsStack Tracephp php 8.3.30Linux 6.1.164-196.303.amzn2023.aarch648884620*oroductionv HighlightshondlodlevelerrorTrace: Trace IDb63e9635e1be409c97c44c9080909046v Stack Trace DisplayCopy as vTypeErrorLeaque\Flvsvstem\Filesvstem::has(): Araument #1 (Slocation) must be of tvpe strina. nulll aiven.called in /home/jiminny/vendor/laravel/framework/src/Illuminate/Filesystem/FilesystemAdapter.php ongeneridcodeCrashed in non-app: .endor/league/flysystem/src/Filesystem.php:46 in League\Flysystem\Filesystem…Show 1 more framejann/dohc/AutomatedPenortc/SondPenortJloh.nhn.80lin Jiminnv|Jobs\AutomatedReports|SendReportJobuhandle•@ InAppvSs3Path = SautomatedReportsService->aetMediaPath(Sreport) :Verify the file exists in S.1t Storage::onsk( clnent-data-cloud")->existsSs3Path))Sloager->error(self::LOG_PREFIX• Report file not found in S3'. ["uu1d = Sthis->reportUu1d's3Path' => Ss3Path.Assignee NN Nikolay NikolovLast seen 4 hours agoin release 884020First seen 8 months agov Seer Autofix €Meet Seer, your Al assistantDebug faster with Sentry's agent,Seer. Seer connects to vour reoos.scans your issues, hiahliahts quickfixes, and proposes solutions. You caneven integrate with your tavoriteadent to imolement chandes in code.[ Try out Seer now• Issue Trackinge GitHubS Jirdv ActivitvAdd a commentMarked as Ongoingmaticallv by Sentry6 months ado" Regressedbv Sentrv in 757712o months agoResolvedby Martin Petkovo months agoView 3 morePeonleMPIN participatingGD IAMP +4viowod!Cimilar IecnosMeraed Issues•0 hlsupoort Dally • In Zn 10m100% 5• lue 1z May 12.40:044 SF (jiminny@localhost]4 HS_local [jiminny@localhost]« console [PROD] X 4 console [EU]cascadePlanhat Event PlaybadFixing Automated Rep+0 ..So jiminny040 A1 A40 V 64 ^cles where crn contzguracion10 = ss/ and provider = 'arrcaulgsoso order by updacedar descts where crm_ configuration id = 537 and id = 35957759cs where crm contiquracion10 = 55/ and 10 = 17005058ted report results where 1d = 19761ted reports where 1d = 5835ty_searches where id = 87714;ty search_filters where activity search 1d = 87714:1ties WhERE uuid to bind 8827f672-202d-4162-9d04-73ff5f0566a90 = uuildi2446-af51-4bcb-854f-cc6560290101') = uuid:hfigurations WHERE provider = 'hubspot';imits:ted_report_results where media type = 'pdf' and status = 2ted_reports where id = 54;NHERE id IN (24623,29443, 29613):ted_report_results WHERE uuid_to_bin('822fa41b-afd3-43a9-a248-86b0e36f3131') = uuid:Inoughttor is>kead Automatedreporiskepositorv.ohgThouaht for 3slAnalysisRoot Cause:SendReport.Job.oho:80 calls getMediaPath(Sreport) which returns null when odf url is missina from the responsePassing null to Storage::disk()->exists() triggers the Flysystem type error1. Report has media type: pdt but responsel pot url is null2. getPdfUrl() returns null (line 374-375 in AutomatedReportResult.php)getMediaPath() returns null (line 2266-2281 in AutomatedReportsService.php)Cronjob Behavior: The send cronjob (AutomatedReportsSendCommand. php:58) uses getGeneratedNotSentResults()which filters• Reiect all | Accept allAsk anything (2 +L)<> Code SWE-1.6CSVvofiles", "media types":["pdf", "podcast"],"from date":"2026-04-06T00:00:00+00:00","to date":"2026-04-12T23:59:59+00:00", "group ids":[91,21,"call deal stage":[l, "current deal stage":-04-13T01:11:48.648399÷00:00", "s3 unl" - "S3:V/iiminny.client-dataV5.f0f4810-7e77-4086-8f69-93429ae4d70bVcenontsW822fa41b-afd3-43a9-a248-86b0e36f3131 MD" "nenont tyne" - "coachingW Windsurf Teamo...
|
24724
|
NULL
|
NULL
|
NULL
|
|
24737
|
1032
|
5
|
2026-05-12T09:45:32.588185+00:00
|
/Users/lukas/.screenpipe/data/data/2026-05-12/1778 /Users/lukas/.screenpipe/data/data/2026-05-12/1778579132588_m1.jpg...
|
Control Centre
|
Control Centre
|
1
|
NULL
|
monitor_1
|
NULL
|
NULL
|
NULL
|
NULL
|
Bluetooth
Bluetooth
Devices
Lukas’s Magic Mouse, 4 Bluetooth
Bluetooth
Devices
Lukas’s Magic Mouse, 41%
soundcore AeroClip
LakyLak bose qc35 II
M720 Triathlon
Magic Keyboard
Magic Keyboard
Soundcore Life Dot 2 NC
Bluetooth Settings…...
|
[{"role":"AXStaticText","text& [{"role":"AXStaticText","text":"Bluetooth","depth":2,"bounds":{"left":0.7916667,"top":0.04777778,"width":0.042708334,"height":0.017777778},"on_screen":true,"automation_id":"bluetooth-header","role_description":"text"},{"role":"AXCheckBox","text":"Bluetooth","depth":2,"bounds":{"left":0.9527778,"top":0.044444446,"width":0.02638889,"height":0.024444444},"on_screen":true,"automation_id":"bluetooth-header","role_description":"toggle button","subrole":"AXToggle","is_enabled":true,"is_focused":false},{"role":"AXHeading","text":"Devices","depth":3,"bounds":{"left":0.7916667,"top":0.090555556,"width":0.032291666,"height":0.016666668},"on_screen":true,"role_description":"heading"},{"role":"AXCheckBox","text":"Lukas’s Magic Mouse, 41%","depth":3,"bounds":{"left":0.78541666,"top":0.11111111,"width":0.2,"height":0.035555556},"on_screen":true,"automation_id":"bluetooth-device-Lukas’s Magic Mouse","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXCheckBox","text":"soundcore AeroClip","depth":3,"bounds":{"left":0.78541666,"top":0.14666666,"width":0.2,"height":0.035555556},"on_screen":true,"automation_id":"bluetooth-device-soundcore AeroClip","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXCheckBox","text":"LakyLak bose qc35 II","depth":3,"bounds":{"left":0.78541666,"top":0.18222222,"width":0.2,"height":0.035555556},"on_screen":true,"automation_id":"bluetooth-device-LakyLak bose qc35 II","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXCheckBox","text":"M720 Triathlon","depth":3,"bounds":{"left":0.78541666,"top":0.21777777,"width":0.2,"height":0.035555556},"on_screen":true,"automation_id":"bluetooth-device-M720 Triathlon","role_description":"toggle button","subrole":"AXToggle","is_enabled":false},{"role":"AXCheckBox","text":"Magic Keyboard","depth":3,"bounds":{"left":0.78541666,"top":0.25333333,"width":0.2,"height":0.035555556},"on_screen":true,"automation_id":"bluetooth-device-Magic Keyboard","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXCheckBox","text":"Magic Keyboard","depth":3,"bounds":{"left":0.78541666,"top":0.2888889,"width":0.2,"height":0.035555556},"on_screen":true,"automation_id":"bluetooth-device-Magic Keyboard","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXCheckBox","text":"Soundcore Life Dot 2 NC","depth":3,"bounds":{"left":0.78541666,"top":0.32444444,"width":0.2,"height":0.035555556},"on_screen":true,"automation_id":"bluetooth-device-Soundcore Life Dot 2 NC","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXButton","text":"Bluetooth Settings…","depth":2,"bounds":{"left":0.78541666,"top":0.37555555,"width":0.09791667,"height":0.017777778},"on_screen":true,"role_description":"button","is_enabled":true,"is_focused":false}]...
|
-4087471262133922155
|
-8353079948855129116
|
idle
|
hybrid
|
NULL
|
Bluetooth
Bluetooth
Devices
Lukas’s Magic Mouse, 4 Bluetooth
Bluetooth
Devices
Lukas’s Magic Mouse, 41%
soundcore AeroClip
LakyLak bose qc35 II
M720 Triathlon
Magic Keyboard
Magic Keyboard
Soundcore Life Dot 2 NC
Bluetooth Settings…
iTerm2•ShellEditViewSessionScriptsProfilesWindowHelpDOCKER₴81DEV (-zsh)O ₴2APP (-zsh)‹ →0 llec2-user@ip-10-30-129-190:~883ec2-user@ip-10-30-129-..X4j Support Daily - in 2h 15 m100% C8• Tue 12 May 12:45:32Bluetooth-zsh85screenpipe'DevicesFordocumentation,visit [URL_WITH_CREDENTIALS] ~]$ dockerexeс-it $(dockerps --format "{{.ID}}" --filter "name=ecs-worker" | head -1) /bin/bash -c "cd /home/jsoundcore AeroCliproot@a3efaa2235c4:/home/jiminny# php artisantinkerPsy ShellV0.12.21 CPHP8.3.30cli) by Justin HilemanLakyLak bose qc35 llNew PHPmanualis available (latest:3.0.5).Update with"doc --update-manual'> Sresult = AutomatedReportResult::find(1872);M720 Triathlon[!] Aliasing'AutomatedReportResult' to'Jiminny\Models\AutomatedReportResult' for this Tinker session.Jiminny\Models\AutomatedReportResult{#15863Magic Keyboardid:1872,Magic Keyboarduuid: b"CO-0,/a\e¢Ht°ão11",report_id:Soundcore Life Dot 2 NCname: "Coaching Profiles - 6 - 12 Apr 2026 - Client Success, UK Sales",media_type: "pdf",Bluetooth Settings...parent_id: null,status: 2,reason: 0,payload: "["team_id":1, "request_id": "822fa41b-afd3-43a9-a248-86b0e36f3131", "report_type": "coaching_profiles", "media_types": ["pdf","podcast"], "from_date": "2026-04-06T00:00:00+00:00", "to_date": "2026-04-12T23:59:59+00:00", "group_ids": [91,2], "call_deal_stage": [], "current_deal_stage": [], "deal_min_value" :null, "deal_max_value" : null, "call_types" : ["conference,"dialer"], "call_duration_min_seconds":360, "call_duration_max_seconds":null, "special_requirements":"'', "callback_url": "https:\\/team:[EMAIL]//webhook\/reportsVrepon, reore-pertd:°82272 10- 202-1, 09-0160-k cot6riss, 5,'eus* compt"ted", '"'inestamp" "2026-04-13701:11:48. 648399-00-:00', 's3_url" "S3:V//jiminny.client-dataV/5F0F4810-7e77-4086-8f69-93429ae4d70b\/reports\/822fa41b-afd3-43a9-a248-86b0e36f3131.MD","report_type":"coaching_profiles", "podcast_url":"s3:\Wjiminny.client-data\/5f0f4810-7e77-4086-8f69-93429ae4d70b\/reports\/822fa41b-afd3-43a9-a248-86b0e36f3131_podcast.txt","podcast_audio_url":"s3:V//jiminny.client-data\/5f0f4810-7e77-4086-8f69-93429ae4d70bV/reports\/822fa41b-afd3-43a9-a248-86b0e36f3131_podcast.mp3","podcast_ssml_url":"s3:\//jiminny.client-data\/Sf0f4810-7e77-4086-8f69-93429ae4d70bVreports\/822fa41b-afd3-43a9-a248-86b0e36f3131-podcast.senl"t": +2026-04-13 01:00:57"requested_at:generated_at: "2026-04-13 01:11:48",sent_at: null,created_at: "2026-04-13 01:00:27",updated_at: "2026-04-13 01:11:48",› Sresult->status = 4;› Sresult->saveO);true> exitINFOGoodbye.root@aßefaa2235c4:/home/jiminny#l...
|
24723
|
NULL
|
NULL
|
NULL
|
|
24738
|
1033
|
5
|
2026-05-12T09:45:35.881766+00:00
|
/Users/lukas/.screenpipe/data/data/2026-05-12/1778 /Users/lukas/.screenpipe/data/data/2026-05-12/1778579135881_m2.jpg...
|
Control Centre
|
Control Centre
|
1
|
NULL
|
monitor_2
|
NULL
|
NULL
|
NULL
|
NULL
|
Bluetooth
Bluetooth
Devices
Lukas’s Magic Mouse, 4 Bluetooth
Bluetooth
Devices
Lukas’s Magic Mouse, 41%
soundcore AeroClip
LakyLak bose qc35 II
M720 Triathlon
Magic Keyboard
Magic Keyboard
Soundcore Life Dot 2 NC
Bluetooth Settings…...
|
[{"role":"AXStaticText","text& [{"role":"AXStaticText","text":"Bluetooth","depth":2,"bounds":{"left":0.6492686,"top":1.0,"width":0.02044548,"height":-0.034317613},"on_screen":true,"automation_id":"bluetooth-header","role_description":"text"},{"role":"AXCheckBox","text":"Bluetooth","depth":2,"bounds":{"left":0.72639626,"top":1.0,"width":0.012632979,"height":-0.031923413},"on_screen":true,"automation_id":"bluetooth-header","role_description":"toggle button","subrole":"AXToggle","is_enabled":true,"is_focused":false},{"role":"AXHeading","text":"Devices","depth":3,"bounds":{"left":0.6492686,"top":1.0,"width":0.015458777,"height":-0.065043926},"on_screen":true,"role_description":"heading"},{"role":"AXCheckBox","text":"Lukas’s Magic Mouse, 41%","depth":3,"bounds":{"left":0.6462766,"top":1.0,"width":0.095744684,"height":-0.07980847},"on_screen":true,"automation_id":"bluetooth-device-Lukas’s Magic Mouse","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXCheckBox","text":"soundcore AeroClip","depth":3,"on_screen":true,"automation_id":"bluetooth-device-soundcore AeroClip","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXCheckBox","text":"LakyLak bose qc35 II","depth":3,"on_screen":true,"automation_id":"bluetooth-device-LakyLak bose qc35 II","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXCheckBox","text":"M720 Triathlon","depth":3,"on_screen":true,"automation_id":"bluetooth-device-M720 Triathlon","role_description":"toggle button","subrole":"AXToggle","is_enabled":false},{"role":"AXCheckBox","text":"Magic Keyboard","depth":3,"on_screen":true,"automation_id":"bluetooth-device-Magic Keyboard","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXCheckBox","text":"Magic Keyboard","depth":3,"on_screen":true,"automation_id":"bluetooth-device-Magic Keyboard","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXCheckBox","text":"Soundcore Life Dot 2 NC","depth":3,"on_screen":true,"automation_id":"bluetooth-device-Soundcore Life Dot 2 NC","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXButton","text":"Bluetooth Settings…","depth":2,"on_screen":true,"role_description":"button","is_enabled":true,"is_focused":false}]...
|
-4087471262133922155
|
-8353079948855129116
|
idle
|
hybrid
|
NULL
|
Bluetooth
Bluetooth
Devices
Lukas’s Magic Mouse, 4 Bluetooth
Bluetooth
Devices
Lukas’s Magic Mouse, 41%
soundcore AeroClip
LakyLak bose qc35 II
M720 Triathlon
Magic Keyboard
Magic Keyboard
Soundcore Life Dot 2 NC
Bluetooth Settings…
rireroxVIewTypeError: League|FlysystenCloudWatch | us-east-2• Jy 20820 es reindex stream moc1 [JY-20725] (HubSpot) Optimise CFJY-20725 add HS rate limit handlitPipelines - jiminny/ap( Pull requests • jiminny/appWJY-207731 User Pilot not receivini( JY-20773 fix user pilot tracking ofJY-207761 Automated report - seP Platform Sorint 2 02 . Platform Te( JY-20625 | JY-20742 | MCP POC !— Data SxolorenT [JY-20776] Automated report - se8 Jiminnv• Jy-20725 add HS rate limit handlillExolore08MonitorsSettingsny.sentry.io/issues/6873095751?end=2026-05-11T20%3A24%3A00&project=82419&start=2026-05-11T19%3A41%3,Issues / le APP-1DTF@ Ask Seer &,lypeErrorEvents (total)2.4KUsers (90d)•Leaquert ysystem tiesystem:nas Argumenceru Stocation must beror type string nuirgiven, caledinz nomez uminny vendor daraveraramework eongowylapp/Jobs/AutomatedReports/SendReportJob.php in Jiminnv\Jobs\AutomatedReports|SendReport.Job:handleA Quick Fi›ResolveArchivePriority olvAll EnvsvMay 11,7:41 PM-May 11, 8:24 PM V• Filter events..0% 88123373% productioros.build54% #1 SMP Sri Mar 6 16:Mav 11 8:00 PMIIMav 11.8.20 Pview all tagsEvents v in this issueView More EventsCopy as vID: 68038eUc14 hours ago | JSONJump to: HignlightsStack Tracephp php 8.3.30Linux 6.1.164-196.303.amzn2023.aarch648884620*oroductionv HighlightshondlodlevelerrorTrace: Trace IDb63e9635e1be409c97c44c9080909046v Stack Trace DisplayCopy as vTypeErrorLeaque\Flvsvstem\Filesvstem::has(): Araument #1 (Slocation) must be of tvpe strina. nulll aiven.called in /home/jiminny/vendor/laravel/framework/src/Illuminate/Filesystem/FilesystemAdapter.php ongeneridcodeCrashed in non-app: .endor/league/flysystem/src/Filesystem.php:46 in League\Flysystem\Filesystem…Show 1 more framejann/dohc/AutomatedPenortc/SondPenortJloh.nhn.80lin Jiminnv|Jobs\AutomatedReports|SendReportJobuhandle•@ InAppvSs3Path = SautomatedReportsService->aetMediaPath(Sreport) :Verify the file exists in S.1t Storage::onsk( clnent-data-cloud")->existsSs3Path))Sloager->error(self::LOG_PREFIX• Report file not found in S3'. ["uu1d = Sthis->reportUu1d's3Path' => Ss3Path.Assignee NN Nikolay NikolovLast seen 4 hours agoin release 884020First seen 8 months agov Seer Autofix €Meet Seer, your Al assistantDebug faster with Sentry's agent,Seer. Seer connects to vour reoos.scans your issues, hiahliahts quickfixes, and proposes solutions. You caneven integrate with your tavoriteadent to imolement chandes in code.[ Try out Seer now• Issue Trackinge GitHubS Jirdv ActivitvAdd a commentMarked as Ongoingmaticallv by Sentry6 months ado" Regressedbv Sentrv in 757712o months agoResolvedby Martin Petkovo months agoView 3 morePeonleMPIN participatingGD IAMP +4viowod!Cimilar IecnosMeraed Issues•0 hlsupoort Dally • In Zn 10m100% 5• lue 1z May 12.40.3÷4 SF (jiminny@localhost]4 HS_local [jiminny@localhost]« console [PROD] X 4 console [EU]cascadePlanhat Event PlaybadFixing Automated Rep+0 ..So jiminny040 A1 A40 V 64 ^cles where crn contzguracion10 = ss/ and provider = 'arrcaulgsoso order by updacedar descts where crm_ configuration id = 537 and id = 35957759cs where crm contiquracion10 = 55/ and 10 = 17005058ted report results where 1d = 19761ted reports where 1d = 5835ty_searches where id = 87714;ty search_filters where activity search 1d = 87714:1ties WhERE uuid to bind 8827f672-202d-4162-9d04-73ff5f0566a90 = uuildi2446-af51-4bcb-854f-cc6560290101') = uuid:hfigurations WHERE provider = 'hubspot';imits:ted_report_results where media type = 'pdf' and status = 2ted_reports where id = 54;NHERE id IN (24623,29443, 29613):ted_report_results WHERE uuid_to_bin('822fa41b-afd3-43a9-a248-86b0e36f3131') = uuid:Inoughttor is>kead Automatedreporiskepositorv.ohgThouaht for 3slAnalysisRoot Cause:SendReport.Job.oho:80 calls getMediaPath(Sreport) which returns null when odf url is missina from the responsePassing null to Storage::disk()->exists() triggers the Flysystem type error1. Report has media type: pdt but responsel pot url is null2. getPdfUrl() returns null (line 374-375 in AutomatedReportResult.php)getMediaPath() returns null (line 2266-2281 in AutomatedReportsService.php)Cronjob Behavior: The send cronjob (AutomatedReportsSendCommand. php:58) uses getGeneratedNotSentResults()which filters• Reiect all | Accept allAsk anything (2 +L)<> Code SWE-1.6CSVvofiles", "media types":["pdf", "podcast"],"from date":"2026-04-06T00:00:00+00:00","to date":"2026-04-12T23:59:59+00:00", "group ids":[91,21,"call deal stage":[l, "current deal stage":-04-13T01:11:48.648399÷00:00", "s3 unl" - "S3:V/iiminny.client-dataV5.f0f4810-7e77-4086-8f69-93429ae4d70bVcenontsW822fa41b-afd3-43a9-a248-86b0e36f3131 MD" "nenont tyne" - "coachingW Windsurf Teamo...
|
24724
|
NULL
|
NULL
|
NULL
|
|
29720
|
1190
|
3
|
2026-05-13T07:00:05.802785+00:00
|
/Users/lukas/.screenpipe/data/data/2026-05-13/1778 /Users/lukas/.screenpipe/data/data/2026-05-13/1778655605802_m1.jpg...
|
Control Centre
|
Control Centre
|
1
|
NULL
|
monitor_1
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Wi‑Fi
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Screen Wi‑Fi
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[{"role":"AXCheckBox","text [{"role":"AXCheckBox","text":"Wi‑Fi","depth":2,"bounds":{"left":0.79583335,"top":0.093888886,"width":0.093055554,"height":0.045555554},"on_screen":true,"automation_id":"controlcenter-wifi","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXCheckBox","text":"Focus","depth":2,"bounds":{"left":0.8958333,"top":0.086666666,"width":0.093055554,"height":0.06888889},"on_screen":true,"automation_id":"controlcenter-focus-modes","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXCheckBox","text":"Bluetooth","depth":2,"bounds":{"left":0.79583335,"top":0.13833334,"width":0.093055554,"height":0.045555554},"on_screen":true,"automation_id":"controlcenter-bluetooth","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXCheckBox","text":"AirDrop","depth":2,"bounds":{"left":0.79583335,"top":0.18277778,"width":0.093055554,"height":0.045555554},"on_screen":true,"automation_id":"controlcenter-airdrop","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXButton","text":"Stage Manager","depth":2,"bounds":{"left":0.90260416,"top":0.17722222,"width":0.029513888,"height":0.050555557},"on_screen":true,"automation_id":"controlcenter-stagemanager","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXButton","text":"Screen Mirroring","depth":2,"bounds":{"left":0.9458333,"top":0.16666667,"width":0.043055557,"height":0.06888889},"on_screen":true,"automation_id":"controlcenter-screen-mirroring","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXStaticText","text":"Display","depth":3,"bounds":{"left":0.80277777,"top":0.25388888,"width":0.029513888,"height":0.016666668},"on_screen":true,"role_description":"text"},{"role":"AXStaticText","text":"Sound","depth":2,"bounds":{"left":0.80277777,"top":0.3338889,"width":0.025694445,"height":0.016666668},"on_screen":true,"automation_id":"controlcenter-volume","role_description":"text"},{"role":"AXCheckBox","text":"Airplay Audio","depth":2,"bounds":{"left":0.9638889,"top":0.35555556,"width":0.018055556,"height":0.028888889},"on_screen":true,"automation_id":"controlcenter-airplay","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXStaticText","text":"Music.app","depth":2,"bounds":{"left":0.8375,"top":0.4327778,"width":0.041666668,"height":0.016666668},"on_screen":true,"role_description":"text"},{"role":"AXButton","text":"play","depth":2,"bounds":{"left":0.9458333,"top":0.42666668,"width":0.018055556,"height":0.028888889},"on_screen":true,"role_description":"button","is_enabled":true,"is_focused":false},{"role":"AXButton","text":"next","depth":2,"bounds":{"left":0.9638889,"top":0.42666668,"width":0.018055556,"height":0.028888889},"on_screen":true,"role_description":"button","is_enabled":false}]...
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-8871609275972961978
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9172942166022350908
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visual_change
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hybrid
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NULL
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Wi‑Fi
Focus
Bluetooth
AirDrop
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Screen Wi‑Fi
Focus
Bluetooth
AirDrop
Stage Manager
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Display
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Music.app
play
next
SlackFileEditViewGoHistoryWindowHelpscreeilDOCKERDEV (-zsh)О 882APP (-zshwhisper_init_state:kv crosssize =9.44 MBwhisper_init_state:kv padsize2.36 MBwhisper_init_state:compute buffer (conv)whisper_init_state:computebuffer (encode) =whisper_init_state:compute buffer (cross)=whisper_init_state: computebuffer (decode) =14.17 MB65.96 MB8.50 MB96.83 MBggml_metal_free: deallocatingwhisper_backend_init_gpu:device 0: Metal (type: 1)whisper_backend_init_gpu:found GPU device 0: Metal (type: 1, cnt: 0)whisper_backend_init_gpu: using Metal backendggml_metal_init: allocatingggml_metal_init:founddevice:Apple M1ggml_metal_init:picking default device: Apple M1ggml_metal_init:use fusion= trueggml_metal_init:use concurrency= trueggml_metal_init: use graph optimize=truewhisper_backend_init: using BLAS backendwhisper_init_state: kv selfsize3.15 MBwhisper_init_state: kv cross size =9.44 MBwhisper_init_state: kv padsize=2.36 MBwhisper_init_state: compute buffer (conv)whisper_init_state: compute buffer (encode) =whisper_init_state: compute buffer (cross)=whisper_init_state: compute buffer (decode) =14.17 MB65.96 MB8.50 MB96.83 MBggml_metal_free: deallocatingwhisper_backend_init_gpu: device 0: Metal (type:1)whisper_backend_init_gpu: found GPU device 0: Metal (type: 1, cnt: 0)whisper_backend_init_gpu: using Metal backendggml_metal_init: allocatingggml_metal_init: found device: Apple M1ggml_metal_init: picking default device: Apple M1ggml_metal_init:use fusion= trueggml_metal_init: use concurrency= trueggml_metal_init: use graph optimize= truewhisper_backend_init: using BLAS backendwhisper_init_state: kv self size=3.15 MBwhisper_init_state: kv cross size =9.44 MBwhisper_init_state: kv padsize=2.36 MBwhisper_init_state: compute buffer (conv)whisper_init_state: compute buffer (encode) =whisper_init_state: compute buffer (cross)whisper_init_state: compute buffer (decode) =14.17 MB65.96 MB8.50 MB96.83 MBggml_metal_free: deallocating2026-05-13T09:59:34.302927ZINFO screenpipe_audio::audio_manager::manager: reconciliatior(Platform] Planning... now100% (C478•Wed 13 May 10:00:05•••EDiTermHomeDMsActivityFilesLater..•More+→Jiminny ...[Platform] Planning I Senow - 10:00-11:00FOCus# confusion-clinic# curiosity_lab# engineering# general# jiminny-bg# platform-tickets# product_launches# random# releases# sofia-office# support# thank-yous# the_people_of jimi...° Direct messages2o Stoyan TanevP. Galya Dimitrova&. Steliyan Georgiev&. Petko Kashinskie. Aneliya Angelovaa. Stefka StoyanovaB. Vasil Vasilev. Nikolay IvanovAneliya Angelova, ...Lukas Kovali...Wi-FiOff•MessagesBluetoothOnf861c9secfix/AirDropOff9b8967secfix/Display4cb55tjiminny@jiminSoundCircleCIDeploymStageManagerScreenMirroringProject: alMusic.appTag:View JobNewCircleCl APP6:52 PMNew commits deployed to Prophet Prod-US:[b73e293](https://github.com/jiminny/prophet/commit/b73e2937fc9b13d5dd7c5f9f8a98a4908c3c7207) - Jy20569 re eval key points 2 (#505) (steliyan-g)New commits deployed to Prophet Prod-EU:[b73e293](https://github.com/jiminny/prophet/commit/b73e2937fc9b13d5dd/c5f9f8a98a4908c3c7207) - Jy20569 re eval key points 2 (#505) (steliyan-g)Message #releasesAppsToastJira Cloud+Aa......
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/Users/lukas/.screenpipe/data/data/2026-05-13/1778 /Users/lukas/.screenpipe/data/data/2026-05-13/1778659502455_m1.jpg...
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[{"role":"AXCheckBox","text [{"role":"AXCheckBox","text":"Wi‑Fi","depth":2,"bounds":{"left":0.79583335,"top":0.093888886,"width":0.093055554,"height":0.045555554},"on_screen":true,"automation_id":"controlcenter-wifi","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXCheckBox","text":"Focus","depth":2,"bounds":{"left":0.8958333,"top":0.086666666,"width":0.093055554,"height":0.06888889},"on_screen":true,"automation_id":"controlcenter-focus-modes","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXCheckBox","text":"Bluetooth","depth":2,"bounds":{"left":0.79583335,"top":0.13833334,"width":0.0875,"height":0.045555554},"on_screen":true,"automation_id":"controlcenter-bluetooth","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXCheckBox","text":"AirDrop","depth":2,"bounds":{"left":0.79583335,"top":0.18277778,"width":0.093055554,"height":0.045555554},"on_screen":true,"automation_id":"controlcenter-airdrop","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXButton","text":"Stage Manager","depth":2,"bounds":{"left":0.90260416,"top":0.17722222,"width":0.029513888,"height":0.050555557},"on_screen":true,"automation_id":"controlcenter-stagemanager","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXButton","text":"Screen Mirroring","depth":2,"bounds":{"left":0.9458333,"top":0.16666667,"width":0.043055557,"height":0.06888889},"on_screen":true,"automation_id":"controlcenter-screen-mirroring","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXStaticText","text":"Display","depth":3,"bounds":{"left":0.80277777,"top":0.25388888,"width":0.029513888,"height":0.016666668},"on_screen":true,"role_description":"text"},{"role":"AXStaticText","text":"Sound","depth":2,"bounds":{"left":0.80277777,"top":0.3338889,"width":0.025694445,"height":0.016666668},"on_screen":true,"automation_id":"controlcenter-volume","role_description":"text"},{"role":"AXCheckBox","text":"Airplay Audio","depth":2,"bounds":{"left":0.9638889,"top":0.35555556,"width":0.018055556,"height":0.028888889},"on_screen":true,"automation_id":"controlcenter-airplay","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXButton","text":"pause","depth":2,"bounds":{"left":0.9458333,"top":0.42666668,"width":0.018055556,"height":0.028888889},"on_screen":true,"role_description":"button","is_enabled":true,"is_focused":false}]...
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2693124301154723548
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8019968503333185596
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click
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hybrid
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Screen Wi‑Fi
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QuickTime PlayerFileEditViewWindowHelpscreeilDOCKERwhispewhispe00:21whispewhispe• 81DEV (-zsh)LakyLak bose qc35 II (input)_2026-..~ 7.17 MB00:305.96 MB3.50 MB83 MBO 82APP (-zshggml_nwhispewhisper-uucnсiuabbс-yru.vuleviyvvrtrrMecal(type: 1, cnt: 0)whisper_backend_init_gpu: using Metal backendggml_metal_init: allocatingggml_metal_init: found device: Apple M1ggml_metal_init: picking default device: Apple M1ggml_metal_init:use fusion= trueggml_metal_init:use concurrencytrueggml_metal_init: use graphoptimize= truewhisper_backend_init: using BLAS backendwhisper_init_state: kv selfsize3.15 MBwhisper_init_state: kv cross size =9.44 MBwhisper_init_state: kv padsize2.36 MBwhisper_init_state: compute buffer (conv)=whisper_init_state: computebuffer (encode) =whisper_init_state: compute buffer (cross)=whisper_init_state: compute buffer (decode) =14.17 MB65.96 MB8.50 MB96.83 MBggml_metal_free: deallocatingwhisper_backend_init_gpu: device 0: Metal (type: 1)whisper_backend_init_gpu: found GPU device 0: Metal (type: 1, cnt: 0)whisper_backend_init_gpu: using Metal backendggml_metal_init: allocatingggml_metal_init: found device: Apple M1ggml_metal_init: picking default device: Apple M1ggml_metal_init:use fusion= trueggml_metal_init: use concurrency= trueggml_metal_init: use graph optimize =truewhisper_backend_init: using BLAS backendwhisper_init_state: kv self size=3.15 MBwhisper_init_state: kv cross size =9.44 MBwhisper_init_state: kv padsize=2.36 MBwhisper_init_state: compute buffer (conv)=whisper_init_state: compute buffer (encode) =whisper_init_state: compute buffer (cross)=whisper_init_state: compute buffer (decode) =14.17MB65.96 MB8.50 MB96.83 MBggml_metal_free: deallocating2026-05-13T11:03:11.907233Z2026-05-13T11:04:35.677634Z2026-05-13T11:04:54.8900722INFO screenpipe_audio::audio_manager::manager: reconciliatiorINFO screenpipe_engine::event_driven_capture: content dedup:INFO screenpipe_engine::event_driven_capture: content dedup:HomeDMsActivityFilesLater..•Morej Support Daily - in 3h 55 m100% (C478•Wed 13 May 11:05:02→Jiminny ..Cnsmecrus# general# jiminny-bg# platform-tickets# product_launches# random# releases# sofia-office# support# thank-yous# the_people_of_jimi...• Direct messages2 James Graham. Nikolay Ivanov2o Stoyan Tanev®. Galya DimitrovaR. Steliyan GeorgievBe Petko Kashinski®. Aneliya Angelova8. Stefka StoyanovaVasil VasilevDescribe what you areiTermAneliya Angelova, ...Lukas Kovalik y... OAppsJira CloudToastGoogle Cale...JameWi-FiOffFOCus2 MessagesBluetoothOnavailab• OrgaincludeShow rComm1@jiminAirDropOffStageManagerScreenMirroringDisplaySound1am worktestedLukas Komorning,Lukas Kovalik 12:05 PMI approvedI though that they are on hubspotJames Graham 12:20 PMThey are but our interface for setting up demos isSalesforce, it uses our instanced 1Today~Lukas Kovalik 11:02 AMHey James, how are you?Still in Sozopol?Message James Graham...
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[{"role":"AXCheckBox","text [{"role":"AXCheckBox","text":"Wi‑Fi","depth":2,"bounds":{"left":0.6512633,"top":1.0,"width":0.04454787,"height":-0.067438126},"on_screen":true,"automation_id":"controlcenter-wifi","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXCheckBox","text":"Focus","depth":2,"bounds":{"left":0.69913566,"top":1.0,"width":0.04454787,"height":-0.062250614},"on_screen":true,"automation_id":"controlcenter-focus-modes","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXCheckBox","text":"Bluetooth","depth":2,"bounds":{"left":0.6512633,"top":1.0,"width":0.041888297,"height":-0.09936154},"on_screen":true,"automation_id":"controlcenter-bluetooth","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXCheckBox","text":"AirDrop","depth":2,"on_screen":true,"automation_id":"controlcenter-airdrop","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXButton","text":"Stage Manager","depth":2,"on_screen":true,"automation_id":"controlcenter-stagemanager","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXButton","text":"Screen Mirroring","depth":2,"on_screen":true,"automation_id":"controlcenter-screen-mirroring","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXStaticText","text":"Display","depth":3,"on_screen":true,"role_description":"text"},{"role":"AXStaticText","text":"Sound","depth":2,"on_screen":true,"automation_id":"controlcenter-volume","role_description":"text"},{"role":"AXCheckBox","text":"Airplay Audio","depth":2,"on_screen":true,"automation_id":"controlcenter-airplay","role_description":"toggle button","subrole":"AXToggle","is_enabled":true},{"role":"AXButton","text":"pause","depth":2,"on_screen":true,"role_description":"button","is_enabled":true,"is_focused":false},{"role":"AXButton","text":"next","depth":2,"on_screen":true,"role_description":"button","is_enabled":false}]...
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5466976253438583977
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8019967644272617516
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cuickllme PlayenFavouritesE jiminny© Recents* Applications|9 Document.• iCloud Drive992 Svnc toldelO DXP4800PLUS-B5F A• Orange• Red• Yellow• Green• Purple• All Tags.Applications• CascadeProjectscleansnot-live.logcleanshot-screenpipe.log• clip.mp4DesktopDEVDocumentso Downloadsframe.jpgicloud Drive (ArchivejiminnyKeychronScreerMoviesMusicnode_modules#Pictures• PostmanPublicraycastLl response.binscreenpipe-day.shUntitled 4.spfyarn.lockclipboard-dis...ed-after-crashdalddo.sollteab.solite-shmdb.sqlite-walscreenpipe_sync.shscreenpipe_sync.sh-bakkscreenpipe_sync.sh.bakscreenpipe_sync.sh.bak2• screenpipe.2026-05-06.0.logscreenpipe.2026-05-07.0.lodscreenpipe.2026-05-08.0.logscreenpipe.2026-05-09.0.100-screenbioe 2026-05-10.0,100screenbioe. 2026-05-11.0.100screenpipe.2026-05-12.0.logscreenpipe.2026-05-13.0.1ogsync.logsupport Dally • In 3n 0om8|=m0GroupdataLakyLak bose...6-45-25.mp4LakyLak bose...6-45-56.mp4LakyLak bose...6-45-16.mp4• LakyLak bose...6-45-48.mp4LakyLak bose...6-46-18.mp4LakyLak 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bose...7-04-42.mn/D LakyLak bose...07-05-11.mp4lel Lakvl ak bose07-05-41.mn/• LakyLak bose...07-06-11.mp4lel Lakvl ak hose07-06-41.mn/• LakyLak bose...07-07-11.mp4lel Lakvl ak hoce 7-07-40 mn4LakyLak bose...07-08-10.mp4@ LakyLak bose.7-08-40.mp4LakyLak bose...07-09-10.mp4~ (Q SearchAdd TagsFavouritesE jiminnyP) AirDropO Recents* ApplicationsD Documents© Downloadsii lukasIcloudiCloud Drive288 Sync folderLocationsO DXP4800PLUS-B5F® Network• CRM• Orange• Red• Yellow• Greer• PurpleO All Tags...LakyLak bose qc35 Il (input)_2026-05-11_06-45-25.mp4InformationCreatedModifiedTagsMonday, 11 May 2026 at 9:45Monday, 11 May 2026 at 9:45Mondav. 11 May 2026 at 9:45••..Rotate LeftworkNamev N 2026Planning 2026-05-13.mp4Retro 2026-05-12.mp4=: Dailv 2026-05-12 mo4|E PLanhat Petko interest event 2026-05-11.mp4= Daily 2026-05-11.mp4Dailv 2026-05-08.mo4* 1-1 2026-05-07.mp4* Daily 2026-05-07.mp41 1-1 2026-04-24.mp4= Daily 2026-04-21 mn/mm User Pilot introduction Adi 2026-04-23.mp4#Daily 2026-04-23.mp4Dailv 2026-04-22.moLm Refinement 2026-04-06.mp4= Daily 2026-04-21.mp4Du Retinement 2026-04-20.mo4Daily 2026-04-20.mp4zz Daily 2026-04-17.mp4Ww Daily 2026-04-16.mp4E Dlannina 2026-04-15.mn/Retro 2026-04-14.mp4• Daily 2026-04-14.mp4User pilot (Adi) 2026-04-09.mp4H Dail 2026.04-00 mл/• Dally 2026-04-0/.mp4F Daily 2026-04-06 mn4tes Planning 2026-04-01 & task split.mp4Daily 2026-03-31.mp4Refinement 2026-03-30.mp4Dallv 2026-03-30,mo4= Daily 2026-02-27 mn/- Dally 2026-03-24.mp4ent 2026-03-23.mn4- Daily 2026-03-23.mp4•* BE chapter 2026-03-20.mp4= Dailv 2026-03-20,mo4m Dlanina 2026-02-19-converted mn/- Refinennent 2026-02-09-converted.mp4wx Daily 2026-03-19.mp4= Review 2026-03-18.mn4am Planing 2026-03-18.mp4Retro 2026-03-17.mp4• Dailv 2026-03-17 mo4aPofinament 2026.02.16 mn/l- Daily 2026-03-16.mp4m Daily 2026-03-13.mp4aa Daily 2026-03-11.mp4= Dailv 2026-03-10.mo4x*: Refinement 2026-03-09.mo4Q SearchDate ModifiedToday at 10:53Yesterday at 17:36Yesterdav at 10:1311 May 2026 at 12:2211 May 2026 at 10:028 Mav 2026 at 10:227 May 2026 at 18:217 May 2026 at 10:1024 Apr 2026 at 14:4424 Apr 2026 at 10:1123 Apr 2026 at 10:3222 Aor 2026 at 10:2121 Apr 2026 at 11:0221 Apr 2026 at 10:0020 Aor 2026 at 16:5620 Apr 2026 at 10:0616 Apr 2026 at 10:0015 Anr 2026 at 11:1414 Apr 2026 at 17:3714 Apr 2026 at 10:09• Aor 2026 at 14:479 Apr 2026 at 10:078 Apr 2026 at 10:13/ Apr 2026 at 10:016 Anr 2026 at 10:083 Apr 2026 at 10:211 Apr 2026 at 12:2031 Mar 2026 at 18:2031 Mar 2026 at 10:1030 Mar 2026 at 10:0527 Mar 2026 at 10:09|26 Mar 2026 at 9:5924 Mar 2026 at 10:0023 Mar 2026 at 17:0323 Mar 2026 at 10:0020 Mar 2026 at 10:0610 Mar 2026 at 12:0119 Mar 2026 at 11:3519 Mar 2026 at 9:5718 Mar 2026 at 16:2018 Mar 2026 at 11:1417 Mar 2026 at 17:4017 Mar 2026 at 10:1816 Mar 2026 at 16:5%16 Mar 2026 at 10:0213 Mar 2026 at 10:1212 Mar 2026 at 18:2512 Mar 2026 at 10:1010 Mar 2026 at 9:579 Mar 2026 at 17:041 of 157 selected. 1.93 TB availablewea 13 May 11:00.041,03 GBMPEG-4 movie1.02 GBIMPEG-4 movie144,5 MBMPEG-4 movie491,3 MBMPEG-4 movie1.37 G:MPEG-4 movie1,55 GB MPEG-4 movie931,7 MB1,86 GEMPEG-4 movie9222 MRMPEG-4 movie724 MBMPEG-4 movie1,74 GBMPEG-4 movie1.36 G:MPEG-4 movie2,41 GB MPEG-4 movie567,8 MB4,25 G:MPEG-4 movie698,5 MBMPEG-4 movie1,16 GBMPEG-4 movie513,4 MBMPEG-4 movie2 75 GPMPEG-A movid1,44 GBMPEG-4 movie924,4 MBMPEG-4 movie362.6 ME748,8 MBMPEG-4 movie1,04 GB5/5,5 MBMPEG-4 movie720 5 MPMDEG-A movie1,02 GBMPEG-4 movie4,68 GB3,4 G:MPEG-4 movie923,6 MBMPEG-4 movie2,77 GB641,8 MB88A2MP476,6 MB550,8 MBMPEG-4 movieMDEG-A movidMPEG-4 movieMPEG-4 movie3.44 GE438.9 MBMPEG-4 movie1,68 GB430,4 M:MPEG-4 movie2 29 GPMDSG-A movie2,26 GBMPEG-4 movie386,3 MB705.8 MEMPEG.A movid2,78 GB MPEG-4 movie1,53 GB MPEG-4 movie1.2 GEMPEG-4 movie110 crMDEG.A movid592,2 MBMPEG-4 movie1,02 GBMPEG-4 movie637 6 MPMPEG-A movie978,7 MB MPEG-4 movie798,7 MB404.6 ME4.16 GBMPEG-4 movieMDEeA mAvid...
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