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Changelog

All notable changes to the Claude Code Knowledge Framework will be documented in this file.

The format is based on Keep a Changelog, and this project adheres to Semantic Versioning.

[Unreleased]

Added

  • MCP server implementation planning
  • A2A agent architecture research
  • Vector embedding optimization studies

Changed

  • Performance improvements for large knowledge bases

Deprecated

  • File-based search will be replaced by MCP server in v2.0

[1.0.0] - 2024-12-23

Added

  • Initial framework design and architecture
  • Core knowledge management system (knowledge_manager.py)
  • File-based knowledge storage with JSON format
  • Session capture and retrieval capabilities
  • Pattern recognition and matching system
  • TaskMaster AI integration
  • Git workflow enhancement with knowledge attribution
  • Command templates:
    • knowledge_capture.md - Session knowledge capture workflow
    • knowledge_retrieve.md - Historical knowledge retrieval
    • knowledge_integrated_ci.md - Enhanced CI troubleshooting
  • Data templates:
    • session_template.json - Session data structure
  • Documentation:
    • Framework architecture design
    • Installation and usage guides
    • API reference documentation
  • Search capabilities:
    • Keyword-based search
    • Pattern matching
    • Context-aware filtering
    • Similarity scoring
  • Quality integration:
    • Test validation tracking
    • Lint check integration
    • Pre-commit hook compatibility
  • Performance features:
    • Session complexity assessment
    • Success confidence scoring
    • Resolution time tracking

Technical Details

  • Storage: File-system based JSON storage
  • Search: Multi-strategy search (keyword, pattern, similarity)
  • Integration: Native Claude Code MCP tool compatibility
  • Dependencies: No external dependencies (pure Python + file system)
  • Scalability: Tested with 100+ session records
  • Performance: Sub-second search for typical knowledge bases

Known Limitations

  • Context usage scales linearly with knowledge base size
  • File I/O operations happen within Claude's context window
  • No vector embeddings for semantic search (planned for v1.2.0)
  • Manual session extraction (automation planned for v1.1.0)

Migration Notes

  • This is the initial release - no migration required
  • Future versions will provide migration tools for data format changes
  • All session data is stored in portable JSON format for easy migration

Framework Philosophy

This initial version establishes the foundation for transforming CI troubleshooting from isolated sessions into a continuously improving, knowledge-enhanced process. The file-based approach prioritizes simplicity and immediate usability while laying groundwork for more sophisticated implementations in future versions.