Does Cloudflare's Security Audit Skill Find Real Bugs?

Описание: By the end you will know, from Cloudflare's own figures and one independent blind test, exactly what this free skill catches, what it walks past, and what a run really costs.

SOURCES
GitHub REST API, repository metadata for cloudflare/security-audit-skill: stargazers_count, forks_count, open_issues_count, language, license, created_at, pushed_at, size, accessed 2026-10-07 https://api.github.com/repos/cloudfla...
cloudflare/security-audit-skill, GitHub repository, accessed 2026-10-07 https://github.com/cloudflare/securit...
GitHub REST API, commits endpoint for cloudflare/security-audit-skill: 14 commits on main, 4 distinct authors, accessed 2026-10-07 https://api.github.com/repos/cloudfla...
GitHub REST API, contributors endpoint for cloudflare/security-audit-skill: literally-dan 11 commits, CooperSheroy 1, kennysarnoski-jarvis 1, accessed 2026-10-07 https://api.github.com/repos/cloudfla...
SKILL.md, skills/security-audit/SKILL.md: three verdict types, Critical severity definition, quick/standard/deep profiles, and the tracked limitation that a single run found roughly half of what repeated runs turned up, accessed 2026-10-07 https://github.com/cloudflare/securit...
HetCreep, "Six class-level gaps from a blind seeded-target comparison (n = 3 per arm)", Issue #20, cloudflare/security-audit-skill, filed 2026-09-16 https://github.com/cloudflare/securit...
Dan Jones, Alexandra Godoi and Grant Bourzikas, "Build your own vulnerability harness", The Cloudflare Blog, published 2026-06-18 https://blog.cloudflare.com/build-you...
Releases and Tags pages for cloudflare/security-audit-skill, both showing no releases or tags exist, accessed 2026-10-07 https://github.com/cloudflare/securit...

Illustrations: Twemoji by Twitter and contributors, CC BY 4.0 (https://creativecommons.org/licenses/....

Open Source Trends takes one open-source project per video and takes it apart: what it actually does, how it works, what it costs to run, and whether it is worth your weekend.

Everything on screen comes from the project itself: the code, the README, the releases, the licence and the issues, all named and dated, with the links below the video.

Short daily picks on this channel too.