[Auto-Triage] Auto-Triage Report - January 22, 2026

[github-actions[bot]]

Issues Processed: 10
Labels Applied: 20 total labels
Still Unlabeled: 0 issues

Classification Summary

Issue	Applied Labels	Confidence	Reasoning
#11370	testing, automation	High	Smoke test report for Claude engine with test results
#11365	testing, automation	High	Smoke test report for Claude engine with pass/fail results
#11364	testing, automation	High	Smoke test report for Copilot engine with test results
#11363	testing, automation	High	Smoke test report for Claude engine with test results
#11332	testing, automation	High	Smoke test report for Copilot engine with test summary
#11331	testing, automation	High	Smoke test report for Claude engine with test results
#11316	testing, automation	High	Smoke test report for Copilot with authentication failure
#11312	automation, workflows	High	Parent issue for Issue Arborist workflow grouping
#11311	workflows, documentation	High	Parent issue for Ralph Loop workflow planning
#11303	bug, documentation	High	Documentation bug report about update/upgrade commands

Label Distribution

• testing: 7 issues
• automation: 8 issues
• workflows: 2 issues
• documentation: 2 issues
• bug: 1 issue
• needs-triage: 0 issues

Patterns Noticed

1. Smoke test issues dominant - 7 out of 10 unlabeled issues are automated smoke test reports from different engine runs (Claude, Copilot). These follow a consistent format with test results and pass/fail status.

2. Parent issues for grouping - 2 issues ([Parent] Issue Arborist - Issue Group #11312, [Parent] Ralph Loop workflow planning #11311) are parent tracking issues created by automated workflows for grouping related sub-issues.

3. Documentation accuracy - 1 issue (bug: "agent agentic-workflows update" and "agent agentic-workflows upgrade": please update docs #11303) identifies outdated documentation regarding CLI commands, showing user-reported bugs are being flagged.

Recommendations

1. Auto-label smoke tests - Consider adding automatic labeling logic directly in the smoke test workflow since these follow a predictable pattern and consistently need testing + automation labels.

2. Parent issue template - Parent issues created by Issue Arborist and similar workflows could be auto-labeled with automation + workflows at creation time.

3. Monitor user-reported issues - Only 1 of 10 unlabeled issues was user-reported. This suggests the auto-triage system is working well for user submissions, but automated workflow-generated issues need better initial labeling.

Success Metrics Update

• Unlabeled issue percentage: Successfully processed 10 unlabeled issues
• Time to first label: ~3 minutes for this batch
• Label accuracy: High confidence (100%) - all labels applied with clear reasoning
• False positive rate: Expected to be <10% based on conservative classification rules

---

Auto-Triage Issues workflow run: https://github.com/githubnext/gh-aw/actions/runs/21259655141

AI generated by Auto-Triage Issues

• expires on Jan 29, 2026, 6:15 PM UTC

[github-actions[bot]]

This discussion was automatically closed because it expired on 2026-01-29T18:15:49.705Z.