Science Skill Survey

Part 1: Skill Hubs Surveyed

Name	Description	URL
K-Dense	170+ agent skills across 17 scientific domains.	GitHub
OpenClaw-Medical-Skills	The largest open-source medical AI skills library. 869 curated skills.	GitHub
Orchestra-Research	86 skills for the full AI research lifecycle.	GitHub
Academic-Research-Skills	4 monolithic skills: deep-research, academic-paper, reviewer, pipeline.	GitHub
ClawBio	Bioinformatics-native AI agent skill library.	GitHub
ARIS	Lightweight skills for autonomous ML research.	GitHub
STELLA	Self-evolving multimodal agent for biomedical research.	GitHub
AIPOCH	200+ medical research skills across 5 categories.	GitHub
AMiner	Academic search skills with 28 APIs.	GitHub
Research-Claw-Plugins	350+ academic research skills and plugins.	GitHub
OmicSkills	Skill library for bioinformatics and omics workflows.	GitHub
bioSkills	380+ bioinformatics skills across genomics, omics, ecology.	GitHub

Part 2: Classification Categories (34)

Literature Search & Review Single-cell / scRNA-seq Spatial Transcriptomics Bulk RNA-seq / Transcriptomics Genomics (WGS/WES/variant) Proteomics Protein Engineering & Structural Biology Metabolomics Drug Discovery / Cheminformatics Clinical / Medical Oncology / Cancer Research Flow Cytometry / CyTOF Chromatin & 3D Genomics Imaging / Microscopy / Pathology Immunology / TCR-BCR Academic Writing / LaTeX Research Review / Peer Review Data Analysis / Statistics / ML Visualization & Reporting Research Ideation / Novelty Check Citation / Reference Management Research Automation / Pipeline Ecology / Environmental / Microbiome Numerical Methods / HPC / Simulation Bioinformatics Infrastructure NLP / Semantic / Web Search Multi-omics / Pathway / Systems Biology Health & Wellness (non-clinical) AI/ML Engineering File / Document Processing General / Dev Tools Physics / Materials / Earth Science Finance / Economics Other / Uncategorized

Skills per Category

Part 1: Skill Hubs Surveyed

Part 2: Classification Categories (34)

Part 3: All Skills