OpenSource-Projects/claude-scientific-skills

What problem does it solve?

This Skill offers a curated collection of over 128 AI-driven scientific tools, enabling researchers to automate data analysis, database queries, workflow orchestration, and tool discovery across biology, chemistry, physics, and medical domains.

Core Features & Use Cases

• Multi-domain tool access: Integrate databases, packages, and APIs such as PubMed, ChEMBL, UniProt, KEGG, and AlphaFold.
• Workflow automation: Compose complex, multi-step research pipelines for drug discovery, genomics, and structural biology.
• Tool discovery: Find specialized research tools via semantic search, keywords, or embedding-based methods.
• Execution and orchestration: Run tools programmatically with standardized interfaces, manage dependencies, and assemble research workflows.
• Use Case: Automate a drug discovery pipeline by querying target databases, retrieving protein structures, and performing virtual screening seamlessly.

Quick Start

Instantiate ToolUniverse, load available tools, discover resources with semantic search, then execute targeted tasks, such as retrieving gene data or running docking simulations, all through intuitive API calls or code scripts.