Maintains knowledge graph integrity by detecting drift between schema definitions and actual note usage in Basic Memory.
The Schema Evolution skill is a specialized tool for maintaining structured knowledge graphs within Claude Code. It identifies 'schema drift' by comparing your formal schema definitions against how you actually use notes in Basic Memory. The skill performs frequency analysis to propose adding emerging fields or removing unused ones, ensuring your data model stays relevant. Once approved, it performs a dual-sync to update both the internal memory notes and your local schema documentation files, providing a seamless workflow for evolving complex data structures without manual editing overhead.
主要功能
01Analyzes field frequency to propose data-driven schema updates
021 GitHub stars
03Synchronizes changes across Basic Memory and local Markdown schema files
04Automates Picoschema generation for new field additions
05Detects schema drift between definitions and actual note usage
06Validates schema integrity and reports note-level inconsistencies
使用场景
01Identifying and formalizing emerging metadata patterns in a growing knowledge base
02Cleaning up deprecated or unused fields across hundreds of memory notes
03Keeping local technical documentation in sync with live AI memory structures
