ai-bug-triage - Classify, deduplicate, and generate tickets for failures.
Normalizes failure logs, fingerprints and clusters duplicates, classifies failures with an LLM, and generates tickets for human approval.
Tags
Updated: 2026-10-07Capabilities
Typical Inputs
Typical Outputs
What this skill does
- Normalize failure logs
- Extract stable anchors
- Generate deterministic fingerprints
- Cluster near-duplicate failures
- Classify failure severity
- Generate bug tickets
- Route for human approval
Inputs
- Failure source data
- Ticket destination
- Deduplication scope
- Approval workflow
- Historical triage data
- QA project context
Outputs
- Normalized failure data
- Failure fingerprints
- Duplicate clusters
- Failure classifications
- Generated bug tickets
- Approval status
Requirements
- LLM-capable runtime
- SHA-256 hashing support
- Human approval workflow