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NeptuneHubNeptuneHub/AudioMuse-AI/.github/skills/sec-review/SKILL.md

sec-review

Skill2.9k starsChanged 4 months agoAGPL-3.0View on GitHub

Security review of this codebase - reasons about the code like a security researcher, tracing untrusted input from entry point to sink rather than pattern-matching. Scans the whole tree at HEAD for hardcoded secrets (anything beyond the empty defaults config.py declares), then checks what the current change introduces against the head of remote main. Uses the OWASP Top Ten as the primary risk source, reports severity plus confidence in a markdown table, and proposes fixes without ever applying them. Use when asked whether the code is secure, to audit for vulnerabilities, to check for injection, auth, secrets, or dependency risk, or to review a change for security regressions.

  • Reads credentials

3 other projects use a version of this.

Adopted by

Steady: 0 new projects took it in the last 4 weeks, none the 4 weeks before.thin data

Week of Sep 13: 0 new projectsWeek of Sep 20: 0 new projectsWeek of Sep 27: 0 new projectsWeek of Oct 4: 0 new projectsWeek of Oct 11: 0 new projectsWeek of Oct 18: 0 new projectsWeek of Oct 25: 0 new projectsWeek of Nov 1: 0 new projects
Sep 2026Oct 2026Nov 2026
New projects taking a version of this file each week, over the 8 weeks our latest run read: only 0 in all, so this is a hint, not a trend.

Most recently taken up by

Who's talking about NeptuneHub/AudioMuse-AI

The biggest 5 of 54 mentions linking to the repository that our crawl found. Each line is their own headline.

See all 54

Talked about on GitHub, Bluesky and Hacker News (54 times).

On GitHub · 46

41 more on GitHub

On Bluesky · 5

  • Other versions3 projects use a version of this.

    Word for word · 0

    None found.

    Edited · 0

    None found.

    Wrote their own version · 3

    1. Asno-dev/apex★ 1same name
    2. OHOKAYYEAH/claude-skills★ 1same name
    3. parameshjava/anthropic-claude-code★ 1same name

    How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.

  • In this repository2 other files it gives its agents.

The file

We split this skill into the rules it gives an agent

9 rules. About 0 are common, 8 are distinctive, and 1 is very specific to this project.

  • ≈0

    Common · estimate

    Many files like this have a rule of this kind.

  • ≈8

    Distinctive · estimate

    This author's own choices. Worth a look.

  • 1

    Very specific

    Tied to their project's names, files or tools. Probably skip.

Licensed with conditions — read it at the source. We count its rules but don't quote them. Read them on GitHub.

≈ “Common” is an estimate: at least 1 in 5 of the 350,495 skill files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.

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What did you use it for? e.g. Reviewing pull requests in a Rails app

Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.

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