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74 lines
2.3 KiB
Markdown
74 lines
2.3 KiB
Markdown
# Reference: Complete Context Initialization Template
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This is the complete reference template for what gets added to the workspace root `AGENTS.md` file.
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---
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# Agent Scientific Skills - Working Instructions
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## IMPORTANT: Use Available Skills First
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Before attempting any scientific task, use available skills.
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---
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## Database Access Tasks
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**Before writing any database access code, use available skills in this repository.**
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This repository contains skills for 24+ scientific databases. Each skill includes:
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- API endpoints and authentication patterns
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- Working code examples
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- Best practices and rate limits
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- Example scripts
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Always use available database skills before writing custom database access code.
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---
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## Scientific Package Usage
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**Before writing analysis code with scientific packages, use available skills in this repository.**
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This repository contains skills for 40+ scientific Python packages. Each skill includes:
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- Installation instructions
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- Complete API usage examples
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- Best practices and common patterns
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- Working scripts and reference documentation
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Always use available package skills before writing custom analysis code.
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---
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## Laboratory Platform Integration
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**Before writing any platform integration code, use available skills in this repository.**
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This repository contains skills for 6+ laboratory platforms and cloud services. Each skill includes:
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- Authentication and setup instructions
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- API access patterns
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- Working integration examples
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- Platform-specific best practices
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Always use available integration skills before writing custom platform code.
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---
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## Scientific Analysis & Research Methods
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**Before attempting any analysis, writing, or research task, use available methodology skills in this repository.**
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This repository contains skills for scientific methodologies including:
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- Data analysis frameworks (EDA, statistical analysis)
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- Research methodologies (hypothesis generation, brainstorming, critical thinking)
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- Communication skills (scientific writing, visualization, peer review)
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- Document processing (DOCX, PDF, PPTX, XLSX)
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Always use available methodology skills before attempting scientific analysis or writing tasks.
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---
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*This file is auto-generated by context-initialization skills. It ensures the agent uses available skills before attempting to solve scientific tasks from scratch.*
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