Featured starting point
Cloudflare Security Audit Skill: evidence-led reviews for coding agents
Understand coverage records, independent verification and the limits of an AI-assisted audit.
Browse all 9 articles in this open-source series. Understand coverage records, independent verification and the limits of an AI-assisted audit.
Featured starting point
Understand coverage records, independent verification and the limits of an AI-assisted audit.
Suggested learning path
01 → 09
Understand coverage records, independent verification and the limits of an AI-assisted audit.
Plan a small trial with explicit stopping conditions before allowing target-controlled execution.
Deploy the skill as a reviewed agent capability, with audit artifacts outside the target.
Follow the ledger and findings records through validation without equating activity with coverage.
Inspect size limits, JSON preflight and diagnostic handling without mistaking validation for proof.
Measure useful coverage and verified records instead of counting raw candidates.
Keep target content from acquiring authority over tools or the review process.
Evaluate whether the workflow fits your evidence and containment requirements.
A proposed learning project keeps source revisions, coverage gaps and verdicts visible.