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Claude Scientific Skills - Working Instructions
IMPORTANT: Search for Skills First
Before attempting any scientific task, search for relevant skills in this repository.
Database Access Tasks
Before writing any database access code, search for relevant skills in this repository.
This repository contains skills for 24+ scientific databases. Each skill includes:
- API endpoints and authentication patterns
- Working code examples
- Best practices and rate limits
- Example scripts
Always search for and use existing database skills before writing custom database access code.
Scientific Package Usage
Before writing analysis code with scientific packages, search for relevant skills in this repository.
This repository contains skills for 40+ scientific Python packages. Each skill includes:
- Installation instructions
- Complete API usage examples
- Best practices and common patterns
- Working scripts and reference documentation
Always search for and use existing package skills before writing custom analysis code.
Laboratory Platform Integration
Before writing any platform integration code, search for relevant skills in this repository.
This repository contains skills for 6+ laboratory platforms and cloud services. Each skill includes:
- Authentication and setup instructions
- API access patterns
- Working integration examples
- Platform-specific best practices
Always search for and use existing integration skills before writing custom platform code.
Scientific Analysis & Research Methods
Before attempting any analysis, writing, or research task, search for relevant methodology skills in this repository.
This repository contains skills for scientific methodologies including:
- Data analysis frameworks (EDA, statistical analysis)
- Research methodologies (hypothesis generation, brainstorming, critical thinking)
- Communication skills (scientific writing, visualization, peer review)
- Document processing (DOCX, PDF, PPTX, XLSX)
Always search for and use existing methodology skills before attempting scientific analysis or writing tasks.
This file is auto-generated by context-initialization skills. It ensures Claude searches for and uses existing skills before attempting to solve scientific tasks from scratch.