ai-bug-triage
CommunityDeterministic bug triage powered by LLM.
System Documentation
What problem does it solve?
Hybrid fingerprint + LLM-based 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."
Core Features & Use Cases
- Deterministic fingerprinting for deduplication and clustering of similar failures
- LLM-driven classification to assign severity, component, root cause hypothesis, and routing
- Automated ticket drafting with structured description, evidence, and suggested assignees
- Templates and guidance to ensure consistent triage and handoff
Quick Start
Run triage on recent CI logs to generate tickets for the latest P0 and P1 failures.
Dependency Matrix
Required Modules
None requiredComponents
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Please help me install this Skill: Name: ai-bug-triage Download link: https://github.com/petrkindlmann/qa-skills/archive/main.zip#ai-bug-triage Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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