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aspi6246aspi6246/Claude-Code-Skills-for-Academics/code-audit/SKILL.md

code-audit

Skill153 starsChanged 7 months agoNo licenceView on GitHub

Two-phase code audit workflow for empirical research scripts. Use this skill when the user asks to review, audit, check, validate, or verify R or Python research code — especially code that processes licensed or sensitive data (WRDS, CRSP, WellDatabase, PLIDA). Also use when the user says "check my code", "review this script", "does this look right", or "audit my analysis."

We split this skill into the rules it gives an agent

7 rules. 0 are common, 7 are distinctive, and 0 are very specific to this project.

  • 0

    Common

    Most of the 16 edited versions we read keep these.

  • 7

    Distinctive

    This author's own choices. Worth a look.

  • 0

    Very specific

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

No licence file, so all rights are reserved — read it at the source. We count its rules but don't quote them. Read them on GitHub.

“Common” is measured: kept by at least 6 in 10 of the 16 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.

  • Other versions26 projects use a version of this.

    Word for word · 0

    None found.

    Edited · 0

    None found.

    Wrote their own version · 26

    1. zhaoxuya520/reverse-skill-private★ 40ksame name
    2. zhaoxuya520/reverse-skill★ 38ksame name
    3. epicenter-md/epicenter★ 4.8ksame name
    4. EpicenterHQ/epicenter★ 4.8ksame name
    5. pass-with-high-score/blockads-android★ 2.2ksame name
    6. 3stoneBrother/code-audit★ 893same name
    7. hawkyre/hawk-skills★ 30same name
    8. philoserf/claude-code-config★ 13same name
    9. greglas75/zuvo★ 7same name
    10. lza6/claw-code-tingfeng★ 5same name

    16 more not listed

    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.

  • Used alongsideProjects with it also use database-security, malware-analysis and 8 more.

    Other files people use alongside this one.

    Files found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.
    • JeremyMorganSkill

      database-security

      Examines all database interactions for injection, access control, encryption, and data-exposure risks. Use when auditing database and data-layer security.

      Also in 3 projects that use this

    • tsaleSkill

      malware-analysis

      Professional malware analysis workflow for PE executables and suspicious files. Triggers on file uploads with requests like "analyze this malware", "analyze this sample", "what does this executable do", "check this file for malware", or any request to examine suspicious files. Performs static analysis, threat intelligence triage, behavioral inference, and produces analyst-grade reports with reasoned conclusions.

      Also in 3 projects that use this

    • MicrosoftSkill

      supply-chain-security

      Activate when reviewing or modifying dependency resolution, lockfile schema, package downloaders, signature/integrity checks, file integration cleanup, or anything that could expose APM to dependency confusion, typosquatting, malicious packages, or token leakage.

      Also in 3 projects that use this

    • jefflesterSkill

      api-security

      API security best practices and common vulnerability prevention. Enforces security checks for authentication, input validation, SQL injection, XSS, and OWASP Top 10 vulnerabilities. Use when building or modifying APIs.

      Also in 3 projects that use this

    • QiuChenlySkill

      reverse-engineering

      专业二进制逆向工程分析技能。使用IDA Pro MCP工具分析二进制文件、反编译代码、识别漏洞、理解程序逻辑。当用户要求分析可执行文件、反汇编、逆向工程、漏洞挖掘、恶意软件分析时使用此技能。

      Also in 3 projects that use this

    • archubbuckSkill

      browser-automation

      Local Python-based browser automation toolkit using Playwright. Provides command-line tools for navigating, interacting with, and testing web applications without using MCP protocols. Supports clicking, typing, hovering, screenshots, content extraction, and JavaScript execution.

      Also in 3 projects that use this

  • In this repository17 other files it gives its agents.

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Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.

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