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None of the 42 rules matched — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against 42 published rules built on the SlowMist agent-security taxonomy, refreshed every 8 hours. Full audit →
The quality score combines nine heuristic checks of the repo and its README: completeness, clarity, specificity, examples, structure, agent readiness, step-by-step content, instruction quality and security notes. It rates how well the project explains itself to an agent, not the code.
| Stars | 78 |
| Forks | 20 |
| Language | Python |
| Category | AI Tool |
| Quality Score | 58/100 |
| Last Updated | 2026-04-23 |
| Created | 2026-03-05 |
| Platforms | python |
| Est. Tokens | ~16k |
🧠 YouTube Knowledge Engine End-to-end AI pipeline that transforms YouTube channels into searchable knowledge bases. 📌 Overview YouTube Knowledge Engine is a production-grade CLI tool that scrapes YouTube videos at scale, extracts transcripts, and builds AI-ready vector databases — enabling semantic search over any channel's entire content library.
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Skip to content github / docs Code Issues 80 Pull requests 35 Discussions Actions Projects 2 Security Insights
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Grades come from a rule-based scan built on the SlowMist agent-security taxonomy: 42 published rules, covering credential harvesting, data exfiltration, curl | sh installers and more. It is a first-layer scan, not a manual audit — we say so rather than overstate it.
The scale of the problem is documented independently: Liu et al. (2026), in a study of 31,132 agent skills, report that 26.1% contain security vulnerabilities. Our own full-catalog census is published as a citable open dataset.
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