by Zeng-xiangkai · Claude Skill · ★ 7
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. 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 | 7 |
| Forks | 2 |
| Category | Claude Skill |
| Quality Score | 54/100 |
| Last Updated | 2026-07-06 |
| Created | 2026-06-20 |
| Platforms | claude-code |
| Est. Tokens | ~4k |
一个 Claude Code Skill，用于识别并移除 LLM 生成论文的典型痕迹。基于知乎高赞回答（最高 757 赞）、Wikipedia "Signs of AI writing" 等来源，总结了 **28 种常见 AI 写作模式**，配合四层自检体系，系统性地去除"AI 味"。
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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: