ai4s-skills — Claude Skill by ai4s-research

by ai4s-research · Claude Skill · ★ 155

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About ai4s-skills

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 | [ai4s-agent](skills/a

agent-skillsai-agentai-for-scienceai-scientistai4sclaude-codeclaude-skillsliterature-reviewopen-scienceopencode

Quick Facts

Stars155
Forks13
LanguagePython
CategoryClaude Skill
LicenseMIT
Quality Score73.9279372854071/100
Last Updated2026-07-21
Created2026-06-27
Platformsclaude-code, python
Est. Tokens~15k

Compatible Skills

These tools work well together with ai4s-skills for enhanced workflows:

  • Auto-Research-Skills — semantic(0.45)+complementary+rare_topics+same_lang+similar_pop+shared_platform (79%)
  • Light-skills — semantic(0.47)+complementary+rare_topics+same_lang+similar_pop+shared_platform (75%)
  • research-harness — semantic(0.36)+complementary+rare_topics+same_lang+similar_pop+shared_platform (72%)

ai4s-skills alternative? Top 6 similar tools

Looking for a ai4s-skills alternative? If you're comparing ai4s-skills with other claude skill tools, these 6 projects are the closest alternatives on Agent Skills Hub — ranked by topic overlap, star count, and community traction.

  • open-science by aipoch · ⭐ 672

    An open-source, model-agnostic AI workbench for scientific discovery.

  • Light-skills by Light0305 · ⭐ 372

    An AI workflow skill pack for research, competitions, and innovation projects.

  • Auto-Research-Skills by brycewang-stanford · ⭐ 74

    A curated hub of autonomous-research skills & agents — from idea to paper, on autopilot. | 自主科研技能与智能体精选库 —— 从灵

  • comfyui-mcp by artokun · ⭐ 445

    The local-first, agent-native control plane for ComfyUI — MCP server + Claude Code plugin. 108 tools, 29 AI sk

  • wisp-science by xuzhougeng · ⭐ 435

    Open-source, local-first desktop AI research workbench for scientific computing with Python/R, MCP bioinformat

  • De-Anthropocentric-Research-Engine by Pthahnix · ⭐ 229

    De-Anthropocentric Research Engine — AI-powered academic research automation with deep literature survey, gap

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Frequently Asked Questions

What is ai4s-skills?

ai4s-skills is Open-source agent skills for AI for Science: topic exploration, literature survey, experiments, paper writing, and integrity audit — driven by any coding agent.. It is categorized as a Claude Skill with 155 GitHub stars.

What programming language is ai4s-skills written in?

ai4s-skills is primarily written in Python. It covers topics such as agent-skills, ai-agent, ai-for-science.

How do I install or use ai4s-skills?

You can find installation instructions and usage details in the ai4s-skills GitHub repository at github.com/ai4s-research/ai4s-skills. The project has 155 stars and 13 forks, indicating an active community.

What license does ai4s-skills use?

ai4s-skills is released under the MIT license, making it free to use and modify according to the license terms.

What are the best alternatives to ai4s-skills?

The top alternatives to ai4s-skills on Agent Skills Hub include open-science, Light-skills, Auto-Research-Skills. Each offers a different approach to the same problem space — compare them side-by-side by stars, quality score, and community activity.

View on GitHub → Browse Claude Skill tools