{"repo":"ai4s-research/ai4s-skills","free":true,"listed":false,"github":"https://github.com/ai4s-research/ai4s-skills","clone":"git clone https://github.com/ai4s-research/ai4s-skills.git","description":"Open-source agent skills for AI for Science: topic exploration, literature survey, experiments, paper writing, and integrity audit — driven by any coding agent.","language":"Python","stars":173,"topics":["agent-skills","ai-agent","ai-for-science","ai-scientist","ai4s","claude-code","claude-skills","literature-review","open-science","opencode"],"license":"MIT","category":"ai-agents","readme_excerpt":"Seven agent skills for AI-for-Science research — turn a research direction into literature surveys, runnable experiments, publication-grade papers, and integrity audits, with every citation, number, and figure traceable to its source. English · 中文 --- Contents - 🧩 The skills - 🔗 How they connect - ✅ Authenticity - 🔬 Example - 📦 Install - 🚀 Usage - 🗂️ Repository layout - 🛠️ Included tools - 🤝 Contributing - ⚖️ License - 🙏 Acknowledgments The skills Skill Role Primary output --- --- --- ai4s-agent Runs the four skills below in order the full package research-explorer Explore topics from a broad direction research exploration.md , topic matrix.md , literature pre survey.md literature-survey Write a literature survey 6–20 pp PDF, 60+ real citations, LaTeX source, topic-specific figures experiment-suite Build an experiment package design doc, runnable code, results.json with provenance, figures, report paper-writer Write a research paper 8–14 pp PDF, 200+ citations, 4–8 figures, tables mindmap-render Render a mindmap image from a topic matrix.md (Python script) integrity-auditor Audit a paper's integrity image / numerical / logical findings, 4-level evidence grading, audit report.md Each skill is a folder with a SKILL.md plus its own references, templates, and tools. MIT-licensed; works with Claude Code, Cursor, Codex, and Aider. How they connect ai4s-agent runs steps 1–4 in order. Skills pass work to each other through a shared slug and the path output/ / /latest/ . Auth","default_branch":null,"files":null,"tree":[],"storefront":"/r/ai4s-research","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/ai4s-research/ai4s-skills/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}