[GitHub Trending] cloudflare/security-audit-skill

7.9 relevance

Cloudflare's security audit skill for coding agents, directly relevant to platform engineering and security.

AI/ML github.com

Answer the board on AI readiness

Arrive with evidence, not opinion. See how your foundation benchmarks against your peers, get a clear read, and leave with a ranked place to start.

Why It Matters

As a platform engineer building AI-driven security tooling, this gives you a battle-tested, multi-agent orchestration pattern from Cloudflare that you can directly integrate into your CI/CD pipeline to automate vulnerability discovery across your infrastructure and application code.

Key Takeaways

Adopt this six-phase agent orchestration pattern to automate security audits with isolated, verifiable agents that produce structured findings and additive coverage tracking.

Summary

Cloudflare open-sourced a six-phase security audit skill for coding agents that orchestrates isolated agents through reconnaissance, coverage-led hunting, candidate validation, structured output, independent record verification, and target-neutral reporting. The skill, which seeded Cloudflare's internal vulnerability harness, produces three distinct verdicts—confirmed, needs_validation, and rejected—with additive runs that reuse prior coverage ledgers to target gaps and revalidate changed source. It includes 15 attack-class files covering memory safety, LLM prompt injection, cloud IAM, supply chain, and client-side vulnerabilities, plus zero-dependency validators for findings and coverage ledgers.