What problem does it solve?
Teams often lack explicit, repository-owned acceptance criteria for implementation and code review, so quality decisions drift between contributors and AI agents. This Skill turns evidence found in the repository into a confirmed, versioned quality profile.
Core Features & Use Cases
- Evidence-based profile authoring: Derives candidate quality dimensions from repository instructions, CI, manifests, schemas, tests, and implementation patterns, citing supporting and contradicting evidence.
- Confirmation-gated writes: Presents proposed additions, changes, and removals with unresolved policy choices, and writes to docs/project-context/quality.yaml only after explicit user confirmation.
- Contract validation: Verifies version 1, unique dimension IDs, observable pass conditions, applies_when scoping, and readable evidence references after writing.
- Use Case: A maintainer asks to codify that all public API changes must update the OpenAPI schema; the Skill inspects the repo for supporting evidence, proposes a dimension, and writes the confirmed profile.
Quick Start
Ask the assistant to create or update the repository quality profile for a specific policy change, then review and confirm the proposed dimensions before they are written.