by haddock-development · Codex Skill · ★ 379
Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h
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.
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 | 379 |
| Forks | 43 |
| Language | Python |
| Category | Codex Skill |
| Quality Score | 70/100 |
| Last Updated | 2026-01-17 |
| Created | 2026-01-05 |
| Platforms | claude-code, codex, python |
| Est. Tokens | ~445k |
Claude Code Self-Learning Skills - Reflect System 🧠 "Correct once, never again" - AI that learns from your corrections and never repeats mistakes Keywords: Claude Code, AI Learning, Self-Improving AI, LLM Skills, Machine Learning, Continuous Learning, AI Memory, Developer Tools, Code Automation, Python AI 🎯 What is this? Reflect is a revolutionary self-learning AI system for Claude Code that...
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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.
Sources & who's responsible: