# Fit Check

> 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>".

- **Type:** Skill
- **Install:** `agentstack add skill-mahashwetha-job-search-email-system-claude-fit-check`
- **Verified:** Yes — security-reviewed for prompt injection and unsafe behavior
- **Seller:** [Mahashwetha](https://agentstack.voostack.com/s/mahashwetha)
- **Installs:** 0
- **Category:** [Web & Browser](https://agentstack.voostack.com/c/web-and-browser)
- **Latest version:** 0.1.0
- **License:** MIT
- **Upstream author:** [Mahashwetha](https://github.com/Mahashwetha)
- **Source:** https://github.com/Mahashwetha/Job-search-email-system-claude/tree/main/.claude/skills/fit-check

## Install

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

Requires the [AgentStack CLI](https://agentstack.voostack.com/docs/cli). Works with Claude Code, Cursor, and any MCP-compatible agent.

## 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 "..."]
```

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.

## Source & license

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

- **Author:** [Mahashwetha](https://github.com/Mahashwetha)
- **Source:** [Mahashwetha/Job-search-email-system-claude](https://github.com/Mahashwetha/Job-search-email-system-claude)
- **License:** MIT

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

## Pricing

- **Free** — Free

## Security capabilities

Automated source analysis of v0.1.0 — what this tool can access:

- **Network access:** no
- **Filesystem access:** no
- **Shell / process execution:** no
- **Environment & secrets:** no
- **Dynamic code execution:** no

*"Yes" means the capability is present in the source — more access means more to trust, not that it is unsafe.*


## Versions

- **0.1.0** — security scan: passed — Imported from the upstream source.

## Links

- Listing page: https://agentstack.voostack.com/l/skill-mahashwetha-job-search-email-system-claude-fit-check
- Seller: https://agentstack.voostack.com/s/mahashwetha
- Browse the marketplace: https://agentstack.voostack.com/browse

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Listed on AgentStack — the marketplace for AI agent skills and MCP servers. Every listing is security-reviewed. Creators keep 70%.