docs-sync-automaton

To automatically update project documentation, this Skill analyzes the Memory Bank, pinpoints affected source files, and regenerates related docs to ensure everything stays in sync with the codebase.

You can keep docs/ sections synchronized by running the docs-sync workflow, which audits code changes and updates core, ingestion, ops, and processing documentation end-to-end.

To automate documentation generation, you need memory-bank md files, repository access, and a Python virtualenv to execute the run_docs_audit.sh script for collecting context and planning changes.

A memory bank code audit identifies documentation updates by analyzing memory-bank md files to map impacted source files, then generating updated sections, anchors, and cross-references across the docs/ directory.

The best way to generate cross-references and anchors is using an automated docs-sync workflow that maps code changes to the docs/ structure and regenerates links to maintain codebase alignment.