qa-report-humanizer
Skill1 starsChanged 7 months agoNo licenceView on GitHub
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.
1 other project uses a version of this, 1 of them edited.
Adopted by
Most recently taken up by
- petrkindlmann/qa-skillsedited, first seen Oct 25, 2026
Other versions1 project uses a version of this.
Word for word · 0
None found.
Edited · 1
- petrkindlmann/qa-skills★ 20950% same
Wrote their own version · 0
None found.
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository29 other files it gives its agents.
- accessibility-testingSkill
- agentic-browser-testingSkill
- ai-bug-triageSkill
- ai-qa-reviewSkill
- ai-system-testingSkill
- ai-test-generationSkill
- analytics-tracking-testingSkill
- api-testingSkill
- bug-reproductionSkill
- chaos-engineeringSkill
- ci-cd-integrationSkill
- compliance-testingSkill
- contract-testingSkill
- coverage-analysisSkill
- cross-browser-testingSkill
- cypress-automationSkill
- database-testingSkill
- email-testingSkill
- exploratory-testingSkill
- mobile-testingSkill
- payment-testingSkill
- playwright-automationSkill
- qa-dashboardSkill
- qa-doSkill
- qa-metricsSkill
- qa-project-bootstrapSkill
- qa-project-contextSkill
- qa-startSkill
- quality-postmortemSkill
The file
We split this skill into the rules it gives an agent
8 rules. About 0 are common, 4 are distinctive, and 4 are very specific to this project.
≈0
Common · estimate
Many files like this have a rule of this kind.
≈4
Distinctive · estimate
This author's own choices. Worth a look.
4
Very specific
Tied to their project's names, files or tools. Probably skip.
No licence file, so all rights are reserved — read it at the source. We count its rules but don't quote them. Read them on GitHub.
≈ “Common” is an estimate: at least 1 in 5 of the 350,495 skill files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Does it work?
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Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.
Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.