by boluodaixue · Agent Tool · ★ 91
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git clone https://github.com/boluodaixue/paperpilot.gitTaken from the project's README on GitHub. Check the security audit before running it.
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 | 91 |
| Forks | 2 |
| Language | Python |
| Category | Agent Tool |
| License | MIT |
| Quality Score | 62/100 |
| Last Updated | 2026-09-17 |
| Created | 2026-08-26 |
| Platforms | python |
| Est. Tokens | ~15k |
🔬 PaperPilot 统一对话 × 递归 Deep Research × LLM Wiki × Obsidian 把一次性研究，沉淀为可追溯、可问答、可继续生长的长期知识。 📖 项目介绍 大多数研究 Agent 在交付报告后就结束了：下一次提问仍要从头搜索，历史证据散落在会话中，也很难在自己熟悉的知识管理工具里继续整理。 PaperPilot 是一个基于 LangGraph 的个人深度研究系统。统一对话入口先区分普通聊天、当前 Memory 问答、快速联网和深度研究；研究任务由用户确认计划后，再由同质 Research Agent 递归拆解问题、并行检索和汇聚证据。结果写入长期 Markdown Memory，并通过 LLM Wiki 与 Obsidian 进入后续问答、笔记和继续研究流程。 ✨ 四项核心能力 统一对话编排 Web 默认入口会区分普通聊天、当前 Memory...
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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: