OpenSkillsReview: Search, Safety, and Science Skills Update

This release expands and organizes the project around three core tracks: Skill-Search, Skill-Safe, and Skill for Science, with an updated skills-source review table and clearer scientific taxonomy.

Review Table for Skills-Source

Skill for Science

Source: K-Dense-AI/scientific-skills

• 🧬 Life & Biomedical Sciences
  • 🧬 Bioinformatics & Multi-omics
  • 🧬 Protein Engineering & Design
  • 🔬 Proteomics & Mass Spectrometry
  • 🧪 Cheminformatics & Drug Discovery
  • 🏥 Clinical Research & Precision Medicine
• 🧠 AI, ML & Data
  • 🧠 Healthcare AI & Clinical ML
  • 🤖 Machine Learning & AI
  • 🖼️ Medical Imaging & Digital Pathology
  • 📊 Data Analysis & Visualization
• ⚙️ Physical, Spatial & Engineering Sciences
  • 🔮 Materials Science & Chemistry
  • 🌌 Physics & Astronomy
  • ⚙️ Engineering & Simulation
  • 🌍 Geospatial Science & Remote Sensing
• 📚 Research Operations & Communication
  • 🧪 Laboratory Automation
  • 📚 Scientific Communication
  • 🎓 Research Methodology

This release expands and organizes the project around three core tracks: Skill-Search, Skill-Safe, and Skill for Science, with an updated skills-source review table and clearer scientific taxonomy.

Review Table for Skills-Source
Name & URL Approx. # Skills Review Stars Access Methods
skills.sh 86,630+ ⭐⭐⭐⭐☆ Web, CLI
anthropics/skills 17+ ⭐⭐⭐⭐☆ GitHub
clawhub.ai/skills 17,852+ ⭐⭐⭐☆☆ Web
SkillsMP 400,856+ ⭐⭐⭐☆☆ Web
Agent Skills Directory 309,322+ ⭐⭐⭐☆☆ Web
agentskill.sh 107,000+ ⭐⭐⭐☆☆ Web, CLI
AgentSkills Directory 24,000+ ⭐⭐⭐☆☆ Web
prompts.chat 35+ + 1,402+ prompts ⭐⭐⭐☆☆ Web
K-Dense-AI/scientific-skills 170+ ⭐⭐⭐⭐☆ GitHub
Skill for Skill-Search
Skill Platform Support Source Verified
find-skills skills.sh $vercel-labs/find-skills ✅
skill-lookup prompts.chat prompts.chat/skill-lookup ✅
skill-finder clawhub clawhub.ai/skill-finder ❓
skills-search skills.sh clawhub/skills-search ❓
Skill for Skill-Safe
Skill Platform Support Source Verified
skill-scanner Clawdbot, MCP bvinci1-design/skill-scanner ❓
Skill for Science
Source: K-Dense-AI/scientific-skills

🧬 Life & Biomedical Sciences
🧬 Bioinformatics & Multi-omics
🧬 Protein Engineering & Design
🔬 Proteomics & Mass Spectrometry
🧪 Cheminformatics & Drug Discovery
🏥 Clinical Research & Precision Medicine
🧠 AI, ML & Data
🧠 Healthcare AI & Clinical ML
🤖 Machine Learning & AI
🖼️ Medical Imaging & Digital Pathology
📊 Data Analysis & Visualization
⚙️ Physical, Spatial & Engineering Sciences
🔮 Materials Science & Chemistry
🌌 Physics & Astronomy
⚙️ Engineering & Simulation
🌍 Geospatial Science & Remote Sensing
📚 Research Operations & Communication
🧪 Laboratory Automation
📚 Scientific Communication
🎓 Research Methodology

Full Changelog: https://github.com/lux563624348/OpenSkillsReview/commits/v0.1.0