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SKILL verified MIT Self-run

Fit Check

skill-mahashwetha-job-search-email-system-claude-fit-check · by Mahashwetha

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>".

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Install

$ agentstack add skill-mahashwetha-job-search-email-system-claude-fit-check

✓ scanned · ✓ verified — works with Claude Code, Cursor, and more.

Security review

✓ Passed

No issues found. Passed automated security review. · v0.1.0 How review works →

  • ✓ Prompt-injection patterns
  • ✓ Secret / credential exfiltration
  • ✓ Dangerous shell & filesystem operations
  • ✓ Untrusted network calls
  • ✓ Known-malicious package signatures

What it can access

  • ✓ Network access No
  • ✓ Filesystem access No
  • ✓ Shell / process execution No
  • ✓ Environment & secrets No
  • ✓ Dynamic code execution No

From automated source analysis of v0.1.0. “Used” means the capability is present in the source — more access means more to trust, not that it’s unsafe.

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About

Fit Check

Run a job fit analysis against the user's resume using fit_check.py.

Trigger

User says fit-check 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 "" [--title "..."] [--company "..."]
  1. Show the output to the user.
  2. 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.

Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

Install and usage instructions live in the source repository linked above.

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Versions

  • v0.1.0 Imported from the upstream source.

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