AI Context Pack¶
This section provides compact, structured context specifically designed for AI assistants and Large Language Models (LLMs) working with the dbt-nexus package.
Purpose¶
The AI Context Pack serves as a comprehensive briefing for AI systems that need to:
- Answer questions about dbt-nexus functionality
- Help users implement the package
- Troubleshoot common issues
- Provide accurate technical guidance
Contents¶
Package Overview¶
High-level overview of the dbt-nexus package, its mission, and core concepts.
Quick Reference¶
Essential commands, configurations, and patterns for quick lookup.
Common Tasks¶
Step-by-step guides for frequent implementation tasks.
Troubleshooting Guide¶
Common issues, solutions, and debugging strategies.
LLM Context Pack¶
Comprehensive technical briefing for AI assistants.
Design Principles¶
This context pack follows these principles:
- Compact: Essential information without unnecessary detail
- Structured: Clear headings for easy chunking by LLMs
- Actionable: Practical guidance over theoretical concepts
- Cross-referenced: Links to detailed documentation when needed
- Maintained: Updated alongside the main documentation
Usage¶
AI assistants should reference these documents when:
- Users ask about dbt-nexus setup or configuration
- Troubleshooting implementation issues
- Explaining package concepts or architecture
- Providing code examples or configuration snippets
Maintenance¶
This context pack is maintained alongside the main documentation. When updating:
- Keep information concise and focused
- Update cross-references to main documentation
- Test with AI assistants to ensure clarity
- Follow the documentation guidelines