fit-check

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

1. Extract the URL from the user's message.
2. Optionally extract --title and --company if the user mentioned them.
3. Run from the project root:

cd C:\Users\mahas\Learnings\claude-job-agent
python fit_check.py "<url>" [--title "..."] [--company "..."]

4. Show the output to the user.
5. 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.