| name | fit-check |
| description | Score a job posting's fit against your resume using Gemini. Fetches the full job description and returns a score, strengths, gaps, and recommendation. Triggers on phrases like "fit-check <url>", "is this a good fit <url>", "check fit for <url>", "score this job <url>". |
Fit Check
Run a job fit analysis against the user's resume using fit_check.py.
Trigger
User says fit-check <url> or pastes a job URL asking "is this a good fit" / "check fit".
Steps
- Extract the URL from the user's message.
- Optionally extract
--title and --company if the user mentioned them.
- Run from the project root:
cd C:\Users\mahas\Learnings\claude-job-agent
python fit_check.py "<url>" [--title "..."] [--company "..."]
- Show the output to the user.
- If the score is Weak or Moderate, offer a brief 1-line note on whether it's still worth applying (e.g. if it's a stretch role they want to aim for).
Notes
fit_scorer.py must be in the same directory (it is).FIT_SCORE_ENABLED = True must be set in config.py (default is True).- WTTJ and BuiltIn URLs are supported. LinkedIn guest API is also supported.
- If description fetch fails, the score is title-only — the output will say so.
