AI & Machine Learning
AI Bug Triage
Hybrid fingerprint + LLM pipeline for bug classification, deduplication, and ticket generation. Normalizes CI logs, creates stable fingerprints, clusters near-duplicates, then uses LLM for severity classification and ticket writing. Includes bug reporting templates and severity/priority matrix. Use when: "bug triage," "classify bugs," "failure analysis," "auto-classify," "CI failures," "bug report," "defect template." Not for: runtime self-healing of one flaky locator — use test-reliability. Not for: designing new tests from production telemetry — use observability-driven-testing. Related: qa-metrics, qa-dashboard, ci-cd-integration, qa-project-context.
- Publisher / source
- petrkindlmann/qa-skills (found on skills.sh)
- Upstream record
- petrkindlmann/qa-skills
- Version
- Version 3
- Published
- Publication review
- Approved for publication
- Content fingerprint
17b7e094eb8fce17f8449d1e2a50895395e228ea88951ed55d355a220eca7a61