deep-audit
Deep consistency audit of the entire repository — launches 4 parallel specialist agents to find factual errors, code bugs, broken references, count mismatches, and cross-document inconsistencies, then fixes all issues and loops until clean.
Install / Use
npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill deep-auditInstalls into whichever agent you are using.
SKILL.md
Installable skill definition
Quality Score
Category
Content & MediaSupported Platforms
Our assessment of deep-audit
deep-audit scores 87/100 on our quality scale, 309th of 622 Content & Media skills we index (top 50%).
We have not analysed the SKILL.md file itself yet, so the content part of this score is an estimate until our crawler reaches it.
With 4,360 GitHub stars, it is one of the more widely adopted skills in the catalogue.
Maintenance, license and trust
- The repository was last updated 4 days ago, so deep-audit is actively maintained.
- No license is declared. By default that means all rights are reserved: you can read it, but reusing or redistributing it is not clearly permitted. Ask the author before building on it commercially.
- Its trust signals score 88/100, with 1 caution from licensing, adoption, age or documentation. These come from repository metadata, not a code audit — read the skill file before letting an agent act on it.
deep-audit compared with similar skills
All 4 of these similar skills score higher than deep-audit; compare them before choosing.
| Skill | Score | Stars | Updated | Format |
|---|---|---|---|---|
| deep-audit (this skill)by brycewang-stanford | 87 | 4.4k | 4d ago | SKILL.md |
| siyuanby siyuan-note | 100 | 46.5k | today | MCP Server |
| algorithmic-artby anthropics | 100 | 177.9k | 5d ago | SKILL.md |
| pptxby anthropics | 100 | 177.9k | 5d ago | SKILL.md |
| designby nextlevelbuilder | 100 | 130.2k | 6d ago | SKILL.md |
Frequently asked questions
- How do I install deep-audit?
- Run
npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill deep-audit. The install tabs above show the steps for each supported agent. - Which AI agents does deep-audit work with?
- It is written for Universal, as a SKILL.md file. Other agents that read the same format can often use it too.
- Is deep-audit safe to use?
- It declares no license and scores 88/100 on trust signals. Skills are instructions an agent will follow, so read the file before installing it and do not approve commands you do not understand.
- Is deep-audit still maintained?
- The repository was last updated 4 days ago, so deep-audit is actively maintained.
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Trust signals
From repository metadata: license, adoption, age and documentation. Not a code audit — see the Safety scan above for what the skill file itself contains.