Audit
Use when someone asks to audit their AIOS, score the Four Cs, find stale paths or...
Install
npx skills add nateherkai/AIS-OS --skill audit -g -a claude-code -y- Repository
- nateherkai/AIS-OS1.8k
- Category
- AI and agents
- Updated
- 2mo ago
- License
- See repository
- Context cost
- Mediumabout 3,000 tokens
- Runs scripts
- No, instructions only
What it does
Use when someone asks to audit their AIOS, score the Four Cs, find stale paths or unlinked projects, compare AGENTS.md and CLAUDE.md, check Claude/Codex skill compatibility, or assess migration readiness. Automatically saves dated reports and tracks evidence-backed improvements across runs.
AIOS Audit
Check whether this AIOS can find the right information and do useful work reliably, and identify changes that would make the user's work easier. Score Context, Connections, Capabilities, and Cadence out of 25 each, using rubric.md. This is rubric v2. Label the number verified operational reliability, not overall usefulness or percentage of work the AIOS can do. A folder, installed skill, API key, or confident claim is not proof of a working system.
Run locally in the current project. Do not launch subagents unless the user requests them. Audit first; /link repairs a route, and /level-up helps close one meaningful gap. Never inflate or deliberately depress a score to encourage another run. Improvement comes from better evidence and behavior.
Every audit automatically saves its report in the audited project's audits/ folder. Read history.md for prior-report selection, finding transitions, comparison rules, and safe persistence. Saving the local audit record is part of this skill, not a separate approval step. An explicit user request not to save overrides this default. The inspected system remains unchanged.
