Documentation Updates

[jayscambler]

Context & Importance

Documentation is the bridge between powerful features and actual usage. Without clear, comprehensive docs, all the above features will go unused. This must be treated as a first-class deliverable, not an afterthought.

Why This Matters

• Adoption: Users can't use what they don't understand
• Support: Good docs reduce support burden
• Community: Enable community contributions
• Trust: Professional docs signal a mature project

Documentation Needs

1. New Users: "How do I get started in 5 minutes?"
2. Power Users: "Show me advanced context patterns"
3. Integrators: "How do I connect my agent?"
4. Contributors: "How do I add a new extractor?"

Acceptance Criteria

• Getting Started guide:
  • 5-minute quickstart
  • Installation decision tree
  • First FrameSet creation
• Core Concepts:
  • Why ContextFrame exists
  • Frame vs FrameSet vs Collection
  • Context best practices
• Module guides:
  • Extraction guide with examples
  • Enrichment patterns
  • FrameSet workflows
  • Analysis interpretation
• Integration guides:
  • MCP server setup
  • Agent integration examples
  • External system connectors
• API Reference:
  • Auto-generated from docstrings
  • Interactive examples
  • Common patterns
• Cookbook:
  • 20+ real-world examples
  • Domain-specific guides
  • Performance optimization
• Migration guides:
  • From flat files to ContextFrame
  • From v0.1 to v1.0
  • From other systems

Documentation Infrastructure

• MkDocs Material theme
• API docs via mkdocstrings
• Interactive examples via Jupyter
• Version-specific docs
• Search functionality
• Edit on GitHub links

Success Metrics

• 90% of users succeed with quickstart
• <5 support questions per feature
• Community contributions to docs

[linear]

CFOS-21 Documentation Updates