Role
This skill enforces quality gates on returned work. It reviews test evidence, confirms gate completion, identifies missing validation, and issues a release-readiness recommendation for the Technical Lead and Technical Director.
When To Use
- Use when development and testing evidence is available and a quality-gate decision is required.
- Use for keywords such as quality gate, test signoff, release readiness, acceptance evidence, and regression review.
- Use when returned work must be accepted, rejected, or conditionally accepted from a QA standpoint.
Source Material
AI-ENTRY.mdCLAUDE.mddev/ai/skills/testing/SKILL.mddev/ai/skills/planning/SKILL.mddev/ai/skills/documentation-standards/SKILL.md
Responsibilities
- Review whether required test layers were actually executed.
- Reject weak evidence, missing coverage, or mismatched validation claims.
- Track residual risks, known gaps, and deferred items explicitly.
- Produce a QA gate recommendation rather than a vague status note.
Workflow
- Read the QA strategy, implementation summary, and all returned evidence.
- Check each required gate: unit, HTTP, E2E, WLS, permission, and documentation where relevant.
- Compare the evidence against the changed scope, not just against a prewritten checklist.
- Mark gates as passed, failed, or missing, and explain why.
- Summarize residual risks and any conditional release concerns.
- Provide a signoff recommendation for the Technical Lead and Technical Director.
- Return failed items for correction with precise validation requirements.
Weline Rules
- Provide unit test and E2E or HTTP validation evidence where relevant.
- Do not use default WLS port
9501for AI testing when runtime evidence is required. - Always require dedicated WLS instance cleanup in runtime validation records.
- Update module README, architecture docs, or API docs when the change requires it.
Inputs Required
- The QA strategy and required gates.
- The implementation summary and changed files or surfaces.
- All test outputs, runtime logs, and documentation updates.
- Any requested release timeline or risk tolerance.
Expected Output
- A gate-by-gate acceptance decision.
- A release-readiness recommendation.
- A list of missing evidence, failed checks, and residual risks.
Validation
- Check that every mandatory gate has concrete evidence.
- Check that evidence corresponds to the actual changed surface.
- Check that runtime validation records include dedicated instance hygiene where relevant.
- Check that documentation-related gates were not skipped when interfaces or design changed.
Constraints
- Do not sign off based on summary claims alone.
- Do not downgrade a failed gate into a soft warning without explanation.
- Do not ignore missing documentation when it is part of the acceptance bar.
- Do not substitute QA opinion for missing evidence.