knowledge-base-sync

To incrementally sync a local knowledge base, the workflow detects new or updated documents in your local corpus, stages the changes, and validates provenance before publishing finalized data to downstream agents.

Provenance validation in knowledge base publication verifies the origin and data contracts of staged documents before deterministic publication, ensuring downstream agents receive reliable, structured JSON outputs from the finalized corpus.

You stage and publish local work files by running command execution to inspect state, applying change detection to build or refresh the corpus, then publishing finalized outputs to the current knowledge base directory.

Yes, knowledge base sync requires local file access and shell or command execution to inspect structured JSON outputs, detect document changes, and ensure deterministic publication for downstream agents.

The best way to validate data contracts before publishing a local corpus is to stage incremental changes locally, verify provenance, and inspect structured JSON outputs during the sync process to ensure reliable publication.

Knowledge base publication may fail for downstream agents if change detection or provenance validation did not complete, preventing finalized documents from reaching the current knowledge base directory during the sync process.