Build and maintain a schema-validated knowledge graph from project sources.
npx skills add https://github.com/memstead/memstead --skill ingest-memstead
Please help me install this Agent Skill. Skill: ingest Source: https://github.com/memstead/memstead/tree/main/plugins/claude-code/skills/ingest Command: npx skills add https://github.com/memstead/memstead --skill ingest-memstead
This Skill solves the problem of keeping AI agent knowledge synchronized with project sources without database drift or vendor lock-in by enforcing a schema-validated model directly in your git repository.
Run the ingest skill to process the next due binding and update your project memory.
High-intent search queries and answers about installing and using this skill.
To build a schema-validated knowledge graph, you can run the ingest skill to process project sources like codebases or documentation. It automatically builds typed entities and enforces data integrity through pinned schemas and git provenance on every mutation.
Agent memory synchronization works by routing ingestion tasks through a CLI-driven projection engine that enforces a schema-validated model directly in your git repository. This approach prevents database drift and avoids vendor lock-in.
You can handle large codebases using resumable batch processing. The ingestion mechanism processes focused batches that are perfect for running on a loop, ensuring you maintain progress even with extensive data sources.
The best way to maintain a living technical specification is to use an ingestion skill that automatically updates your project knowledge graph whenever the underlying source code or documentation changes, keeping your decision logs accurate.
You do not need an external database to store your knowledge graph. The system enforces a schema-validated model directly within your git repository, effectively eliminating database drift and vendor lock-in.
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