qms

qms-quality

Quality validation and QA orchestration for any work output.

Consolidated quality skill covering the full deliverable QA lifecycle: configure standards, create rubrics, score outputs, run bounded review loops, and compare outputs against reference templates. Consolidated 2026-04-24 from the previously separate `qa-loop` orchestrator and `quality-rubric` scorer — one skill, six routes.

Difficulty: beginner
Input: conversation
Output: document
Needs: none

What it needs

output_path — Path to the file or inline content to validate
rubric_hint — Optional rubric name — otherwise resolved from skill-quality-mapping
output_path — Path to the file to validate
template_path — Path to the reference template or prior version

What you get

Delta checklist per iteration, gaps closed/remaining, terminal state
Per-iteration scoring, revision checklists, terminal state (PASS/FAIL/ESCALATED)
quality-config (markdown)
quality-rubric (markdown)
quick-check-verdict (markdown)
validation-report (markdown)

Ask it like this

Run a QA self-review on this proposal before I send it
Score this deliverable against the quality rubric
Compare my output against the reference template and show me the gaps