Triage Worker

AI-powered issue and pull request classification.

Queue: triage

Job Flow

1. Receive job with issue/PR data
2. Fetch issue details from database
3. Build Claude prompt with issue context
4. Call Anthropic API for classification
5. Parse response: type, priority, summary
6. Upsert triage fields in database
7. Apply labels on GitHub
8. Trigger duplicate detection (for issues)

Claude Prompt

The worker constructs a structured prompt asking Claude to classify the issue. The prompt includes:

• Issue title
• Existing labels
• Repository context
• Classification categories (bug, feature, etc.)
• Priority levels (critical, high, medium, low)

Duplicate Detection

After triage, the worker also:

1. Generates a 512-dim trigram hash embedding
2. Stores in issue_embeddings
3. Compares against all existing repo issues
4. Creates duplicate_signals for matches ≥ 0.82

Error Handling

• API failures are retried up to 3 times
• Invalid Claude responses are logged and the job fails
• GitHub label application failures don't block the job

→ CI Heal Worker