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
bash
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
code
# 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.