aming-claw-drift-demo

Documentation drift is detected by comparing current feature states against existing docs to surface staleness. This skill visualizes where documentation has fallen behind feature updates, generating a drift state for review during an observer session.

Docs drift detection identifies mismatches between updated features and outdated documentation. You need to run it when features change rapidly and reviewers require visual evidence and backlog references to prioritize documentation updates.

To collect drift evidence, run the drift demo fixture to initialize a test project and simulate docs drift. This gathers dashboard evidence and backlog references within an active observer session for reviewer analysis.

Yes, you can preview documentation drift state without a full production environment. The skill provides a live demo fixture that initializes a test project to simulate and visualize drift locally during an observer session.

This docs drift detection demo requires no external dependencies or components to run. It operates independently by initializing its own test project fixtures to simulate feature changes and documentation staleness.