detecting-drift

Detect drift by comparing current artifact state to the last validation baseline. The skill queries git history and feedback events to generate a drift report with a computed confidence score.

Artifact drift is a change in artifact quality since the last validation. A computed confidence score quantifies this drift by analyzing validation metadata, git history, and user feedback events.

Generate a drift report by running the read-only drift workflow on a specified artifact path. It compares the current state against validation metadata to produce a confidence score without modifying frontmatter.

Detecting drift does not modify frontmatter or write to files. It implements a strictly read-only workflow that queries git history and feedback events to compute a confidence score.

Use user feedback events to validate artifact changes by applying them alongside git history. The workflow compares current states to baselines and produces a drift report with a confidence score.

Avoid automated drift reports when you lack access to git history or feedback events. The workflow requires both to compute a confidence score and compare against the last validation baseline.