Seoul subway crowd

Skill garibong-labs/openclaw-skills/seoul-subway-crowd

Query and summarize Seoul subway congestion statistics via SK Open API (TMAP 대중교통). Use when the user asks for station/line-based train congestion or car-by-car congestion, time-slot checks (dow/hh), comparisons, or commute alerts.From its SKILL.md

Install

npx -y skills add garibong-labs/openclaw-skills --skill seoul-subway-crowd

Assembled from the repository path, not quoted from the project. Check it against their README if it does not work.

3 things to look at

reads credentialsReads from 1 credential source: `SK_OPENAPI_KEY`.
3 stars3 stars. Stars are a popularity signal and not a quality one, but at this level it is likely that nobody has read this closely except its author, and you would be relying on your own review.
runs commandsInstructs the agent to run 2 commands, including `python3 scripts/fetch_crowd.py --station "강남역" --line "2호선" --mode train` and 1 more.

SKILL.md

1.4 KB, 331 tokens by cl100k_base, as published. Nobody here has run it

Seoul Subway Crowd (SK Open API)

Inputs to collect

Station name (required)
Line name/number (optional but recommended)
Direction (optional): up/down or inbound/outbound
Time mode (optional): now/forecast

Workflow

Ensure SK_OPENAPI_KEY exists in environment.
Read endpoint and parameter mapping from references/api-map.md.
Run scripts/fetch_crowd.py with station/line/time arguments.
Return a short Korean summary:
- 혼잡도 등급
- 핵심 수치(있으면)
- 한 줄 코멘트(이동 추천/회피 시간)
If API fails, return clear fallback with reason and next action.

CLI usage

python3 scripts/fetch_crowd.py --station "강남역" --line "2호선" --mode train
python3 scripts/fetch_crowd.py --station "홍대입구역" --line "2호선" --mode car --dow MON --hh 08

Output style

Keep it short and practical.
Prefer bullet list over tables on Discord.
Include raw response path when debugging (--save-json).

Notes

Do not hardcode API key.
Normalize common line variants ("2", "2호선", "Line 2").
If API schema changes, update references/api-map.md first.

What ships with it: 2 files

7.5 KB alongside SKILL.md, 1 of them executable

references/

api-map.md2.1 KB

scripts/

fetch_crowd.pyruns5.5 KB