Skill audit report

ai-read-docs Audit report.

Use when the work depends on versioned or external behaviour — adding a package, writing setup or config, integrating an SDK or a paid API, debugging a framework change — or on anything involving third-party APIs, libraries, frameworks, CLIs, cloud services, model/provider SDKs, fast-moving product behavior, user requests for latest/current/official behavior, unfamiliar repo docs/specs, errors that may indicate API drift, or high-stakes auth, security, billing, data, migration, deployment, compliance, or privacy behavior. Forces a docs pass (web-search of official sources) and reading primary docs before assuming from memory. Not for evidence from outside this repository generally — use /ai-research; not for questions the repository answers — use /ai-explore.