Supervisor-Skills: 将博导十年科研经验炼化为可直接调用的 AI 技能。从 Idea 构思到论文投稿,你的 AI 科研副导师

by HKUSTDial · AI Tool · ★ 10.7k

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Security audit verdict: SAFE · quality 58/100

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.

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Quick Facts

Stars10,703
Forks635
LanguagePython
CategoryAI Tool
Quality Score58/100
Open Issues2
Last Updated2026-10-16
Created2026-04-19
Platformspython
Est. Tokens~15k

About Supervisor-Skills

Supervisor-Skills: 将博导十年科研经验,炼化为你的 AI 副导师。 English · 中文 📰 News - [2026-07-15] 🤝 团队与豆包达成合作,Supervisor-Skills 正式作为豆包·办公模式的核心科研技能完成部署,驱动「科研评估」与「学术创作」两大官方能力,将本项目沉淀的科研方法论带给亿级用户。 - [2026-07-10] 🚀 v2.1:新增 (证据门控的论文正文写作)、(忠于原意的语言润色)、(综述级文献调研)三个技能; 升级为正文输出;评估与评审技能引入学科范式路由。详见 CHANGELOG。 - [2026-07-03] 🎤 受邀在 2026 中国智能体大会 Skill 会场进行分享。 - [2026-07-03] 🧩 新增 技能:参考图一键重建为可编辑 Draw.io。 - [2026-05-21] ⭐ GitHub...

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How this security grade is produced

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:

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