| name | optimization.quality_report |
| phase | optimization |
| roles | QA Lead, Product Manager |
| description | Compile a recurring quality report that synthesizes defect trends, automation health, and recommendations. |
| variables | [object Object] |
| outputs | Quality highlights and summary., Defect and automation metrics with commentary., Recommended actions, owners, and follow-ups. |
Purpose
Increase transparency into product quality and drive prioritization of remediation work.
Pre-run Checklist
- ✅ Collect defect stats, test automation results, and reliability metrics.
- ✅ Align on focus areas with product and engineering leadership.
- ✅ Verify data freshness and accuracy.
Invocation Guidance
codex run --skill optimization.quality_report \
--vars "period={{period}}" \
"focus_areas={{focus_areas}}" \
"data_sources={{data_sources}}" \
"audience={{audience}}"
Recommended Input Attachments
- Defect tracker export.
- Test automation dashboards or CI results.
- Incident or support ticket summaries.
Claude Workflow Outline
- Summarize reporting period, audience, and focus areas.
- Highlight key wins, risks, and trends.
- Provide metrics tables covering defects, automation, coverage, and customer impact.
- Recommend remediation actions with owners and due dates.
- Outline next review cadence and areas requiring deeper dives.
Output Template
# Quality Report — {{period}}
## Highlights & Risks
- Highlight:
- Risk:
## Metrics Snapshot
| Metric | Current | Δ vs Prior | Target | Notes |
| --- | --- | --- | --- | --- |
## Defect & Automation Details
- Defect Backlog:
- Automation Pass Rate:
- Flaky Tests:
## Recommendations
| Action | Owner | Priority | Due Date |
| --- | --- | --- | --- |
## Next Steps
- Upcoming Reviews:
- Data Improvements Needed:
Follow-up Actions
- Share the report with stakeholders via the agreed channel.
- Track recommendations in the quality improvement backlog.
- Plan deep dives on high-risk areas.