OpenClaw Skills for Science

Curated skill libraries powering AI agents for scientific research, biomedicine, genomics, and academic writing.

Skill Libraries

Official registries and community-built skill collections for scientific AI agents.

Official Registries

Skill platforms and directories
ClawHub

ClawHub

6.3K

The official OpenClaw skill registry. Publish, version, search, and install text-based agent skills. 6,300+ skills with vector search, starring, commenting, and admin curation.

officialregistry6300+ skillsvector-search
TypeScript
SkillHub

SkillHub

...

Tencent official OpenClaw skills community, optimized for Chinese users. Browse, share, and install curated AI agent skills with WeChat integration.

TencentofficialChinese-communityWeChat
Early Stage

Scientific & Research Skills

Domain-specific skill libraries
K-Dense Scientific Skills

K-Dense Scientific Skills

15.5K

170+ ready-to-use skills across 17 scientific domains: bioinformatics, cheminformatics, proteomics, clinical research, materials science, physics, and more. Connected to 250+ databases.

170+ skills17 domains250+ databasesmulti-disciplinary
Python
AI Research Skills

AI Research Skills

5.2K

86 skills across 22 categories for autonomous AI research. Covers ideation, ML paper writing, fine-tuning, distributed training, inference, safety, agents, RAG, multimodal, and more.

86 skills22 categoriesML researchpaper-writing
TeX
ARIS (Auto-Research-In-Sleep)

ARIS (Auto-Research-In-Sleep)

2.5K

Lightweight Markdown-only skills for autonomous ML research: cross-model review loops, idea discovery, and experiment automation. No framework lock-in — works with Claude Code, Codex, OpenClaw.

ML-researchpaper-reviewexperiment-automationidea-generation
Python
Academic Research Skills

Academic Research Skills

743

Full academic pipeline: 13-agent deep research team, 12-agent paper writing (LaTeX/DOCX/MD), multi-perspective peer review with scoring rubrics, and 10-stage pipeline orchestrator.

academic-writingpeer-reviewLaTeXpipeline
TeX

Medical & Biomedical Skills

Healthcare and life sciences
OpenClaw Medical Skills

OpenClaw Medical Skills

1.4K

The largest open-source medical AI skills library. 869 curated skills covering clinical, genomics, drug discovery, bioinformatics. Connected to PubMed, ClinicalTrials.gov, ChEMBL, DrugBank.

869 skillsclinicaldrug-discoveryPubMed
Python
ClawBio

ClawBio

453

Bioinformatics-native AI agent skill library. 24 skills + 8,000 Galaxy tools. Local-first, reproducible. Features pharmacogenomics, GWAS lookup, polygenic risk scores, UK Biobank queries.

bioinformaticsGalaxy-toolslocal-firstreproducible
Python
STELLA

STELLA

112

Self-Evolving LLM Agent for Biomedical Research. Autonomous multimodal agent platform from Princeton, Stanford, UCLA. Performs biomedical research tasks without API keys. Published on bioRxiv.

biomedicalmultimodalself-evolvingPrinceton-Stanford
Python

Community Collections

General-purpose curated skill lists
Awesome OpenClaw Skills

Awesome OpenClaw Skills

39.5K

5,400+ community skills filtered and categorized from the official Skills Registry. Install via clawhub install <slug> or manual copy. Maintained by VoltAgent.

awesome-list5400+ skillscategorizedcurated
Antigravity Awesome Skills

Antigravity Awesome Skills

25.8K

1000+ battle-tested agentic skills for Claude Code, Antigravity, and Cursor. Includes official skills from Anthropic and Vercel. Covers engineering, analysis, and more.

1000+ skillsClaude CodeAntigravitybattle-tested
Python
Awesome Agent Skills

Awesome Agent Skills

11.9K

500+ agent skills from official dev teams and community, compatible with Claude Code, Codex, Antigravity, Gemini CLI, Cursor, and more.

500+ skillscross-platformofficial+communitymulti-agent
Baoyu Skills

Baoyu Skills

9.6K

Curated collection of high-quality Claude Code skills by Baoyu (宝玉). 9.6K+ stars. Covers coding, writing, research, and productivity workflows.

curatedhigh-qualityproductivityChinese-community
TypeScript
Claude Skills Collection

Claude Skills Collection

5.9K

192 Claude Code skills and agent plugins for Claude Code, Codex, Gemini CLI, Cursor, and 8+ coding agents. Covers engineering, marketing, product, compliance, and advisory.

192 skills8+ agentsengineeringmulti-domain
Python
Skills.sh

Skills.sh

...

The Agent Skills Directory by Vercel. 89,000+ skills for 20+ AI agents (Claude Code, Copilot, Cursor, Gemini, Codex). One-command install: npx skills add <repo>.

Vercel89K+ skills20+ agentsleaderboard
Early Stage
Skill Hubs - Claw4Science