Count and prune stale QA knowledge base entries under .claude/qa-knowledge.
npx skills add https://github.com/ArthTech-AI/Marketplace-extensions --skill qa-learn
Please help me install this Agent Skill. Skill: qa-learn Source: https://github.com/ArthTech-AI/Marketplace-extensions/tree/main/skills/qa-learn Command: npx skills add https://github.com/ArthTech-AI/Marketplace-extensions --skill qa-learn
This Skill helps you inspect and maintain a self-improving QA knowledge base so you can quickly understand what has been learned, what remains uncovered, and what should be cleaned up.
Use the qa-learn skill to show QA knowledge base stats for incidents, promoted tests, bug patterns, coverage gaps, and challenger activity.
High-intent search queries and answers about installing and using this skill.
To clean up stale QA knowledge base entries, prune outdated covered incidents, orphaned promoted tests, resolved coverage gaps, and old challenger log entries based on their age, provenance, and coverage status.
QA knowledge base pruning is the process of reviewing and removing outdated records under .claude/qa-knowledge. You need it before a release to ensure recent issues are captured and outdated entries are removed.
Yes, you can track incident coverage status within the Claude Code QA workflow by counting covered and uncovered incidents in the knowledge base and surfacing their titles for review.
Review promoted tests and bug patterns before a release by running a quick health check that summarizes learning metrics, coverage gaps, and challenger log performance in one structured view.
Outdated QA records that should be pruned include stale covered incidents, orphaned promoted tests, resolved coverage gaps, and old challenger log entries determined by age and provenance.
whjelmarManage persistent topic-based knowledge files in markdown with an index.
mayurpiseAggregate coverage reports across languages to identify untested code paths.
wukangcheng2944Evaluate and improve Claude-style SKILL.md entries with Git-backed optimization.
euroconicDefine static analysis, automated test, and manual verification gates for QA workflows.
