by kael-odin · MCP Server · ★ 181
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 | 181 |
| Forks | 10 |
| Language | Python |
| Category | MCP Server |
| License | MIT |
| Quality Score | 63/100 |
| Last Updated | 2026-10-26 |
| Created | 2026-06-30 |
| Platforms | claude-code, codex, mcp, python |
| Est. Tokens | ~15k |
Awesome Academic Research Skills 面向中文用户的学术论文与科研 Agent Skill 每日排行榜。自动搜索、过滤并排名 GitHub 上与论文写作、文献综述、深度研究、评审反馈、实验复现相关的 Skill / Agent / Workflow 仓库。 English · 可视化页面 · JSON · CSV · 排名方法 · 贡献指南 项目特色 🔄 每日自动更新 — GitHub Actions 每天 02:20 UTC 运行，自动搜索、过滤、排名并提交。 🎯 精准双重信号过滤 — 必须同时命中"Skill/Agent/Workflow"与"Academic/Research/Paper"信号，挡住泛 AI 项目。 📈 7 天趋势窗口 — 基于历史快照计算一周 Stars 增长，告别单日抖动导致的"全稳定"假象。 🆕 本周新收录 — 自动识别近...
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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: