Software Development
QA Report Humanizer
Remove AI-generated patterns from QA reports, bug reports, test summaries, status updates, and quality communications. Detects and rewrites robotic test-result language, template-sounding status updates, inflated severity descriptions, and generic stakeholder reports — without inventing facts. Makes QA writing sound like a real engineer wrote it. Use when: "humanize report," "rewrite QA summary," "fix test report," "make this sound human," "clean up status update." Not for: general prose, blog, or marketing-copy cleanup — use the global humanizer skill. Not for: classifying or routing CI failures — use ai-bug-triage. Related: ai-bug-triage, qa-metrics, qa-dashboard, quality-postmortem.
- Publisher / source
- petrkindlmann/qa-skills (found on skills.sh)
- Upstream record
- petrkindlmann/qa-skills
- Version
- Version 3
- Published
- Publication review
- Approved for publication · recorded passed scan 2026-11-02
- Content fingerprint
9f3b3e64b9d6fbbbb2e1eba49fa99cc298b7d9d2b84ad5a9c38043ae314dcdc7