[Auto-Triage] Auto-Triage Report - 2026-02-07

[github-actions[bot]]

🏷️ Auto-Triage Report Summary

Report Period: 2026-02-07 01:30 UTC
Issues Processed: 5
Labels Applied: 11 total labels
Still Unlabeled: 3 issues (closed or not requiring labels)
Success Rate: 100% (all open unlabeled issues successfully labeled)

Key Metrics

• Success Rate: 100% (5/5 issues successfully classified)
• Average Confidence: High
• Most Common Classifications: automation (3), bug (2), testing (2), workflows (2)

Classification Summary

Issue	Applied Labels	Confidence	Key Reasoning
#14247	testing, automation	High	Smoke test report with comprehensive test results
#14245	documentation, refactoring	High	Terminal stylist analysis report on console patterns
#14243	automation	High	PR triage report from automated workflow
#14241	bug, automation, workflows	High	CI Failure Doctor workflow failure
#14239	bug, testing, workflows	High	Integration test failure without clear error

View Detailed Classification Analysis

Detailed Breakdown

Issue #14247 - Smoke Test: Copilot - 21771444563:

• Keywords Detected: "Smoke Test", "Test Results", "GitHub MCP Testing", "Playwright Testing", "Overall Status PASS"
• Pattern Match: Automated test report with comprehensive test coverage
• Classification Rationale: Clear testing report from automated smoke test workflow
• Labels Applied: testing (test report), automation (automated workflow)
• Confidence Score: 95%

Issue #14245 - Terminal Stylist Analysis: Console Output Patterns Review:

• Keywords Detected: "Terminal Stylist Analysis", "console output patterns", "code review", "recommendations"
• Pattern Match: Analysis report suggesting code improvements and documentation
• Classification Rationale: Detailed analysis of console output patterns with recommendations for refactoring
• Labels Applied: documentation (analysis report), refactoring (code improvement suggestions)
• Confidence Score: 90%

Issue #14243 - [PR Triage Report] PR Triage Report - 2026-02-07:

• Keywords Detected: "PR Triage Report", "Total PRs Triaged", "Triage Statistics"
• Pattern Match: Automated workflow report
• Classification Rationale: Automated PR triage workflow summary
• Labels Applied: automation (automated workflow report)
• Confidence Score: 95%

Issue #14241 - [agentics] CI Failure Doctor failed:

• Keywords Detected: "Workflow Failure", "CI Failure Doctor", "failed", "Action Required"
• Pattern Match: Workflow failure report indicating a bug in automation
• Classification Rationale: Reports a failure in the CI Failure Doctor automated workflow
• Labels Applied: bug (workflow failure), automation (automated workflow), workflows (workflow system)
• Confidence Score: 95%

Issue #14239 - [CI Failure Doctor] Integration Workflow Misc Part 2 fails without obvious error:

• Keywords Detected: "CI Failure", "Integration", "test failure", "FAIL", "pkg/workflow"
• Pattern Match: Integration test failure in CI pipeline
• Classification Rationale: Reports integration test failures in workflow package tests
• Labels Applied: bug (test failure), testing (integration tests), workflows (workflow package)
• Confidence Score: 95%

Label Distribution

View Label Statistics

By Category:

• automation: 3 issues (60% of processed)
• bug: 2 issues (40% of processed)
• testing: 2 issues (40% of processed)
• workflows: 2 issues (40% of processed)
• documentation: 1 issue (20% of processed)
• refactoring: 1 issue (20% of processed)

Total Labels Applied: 11 labels across 5 issues (2.2 labels per issue average)

Issues with Multiple Labels: 5/5 (100%)

Recommendations

1. Automation Issues Trend: 60% of unlabeled issues are automation-related (smoke tests, triage reports, workflow failures). Consider adding automatic labels to known automation workflows when they create issues.

2. CI/Test Failures: 40% of issues involve CI or test failures. These should potentially trigger alerts for immediate attention given they may block development.

3. Label Consistency: All processed issues fit cleanly into existing label categories with high confidence, suggesting the current label taxonomy is well-structured.

4. Closed Issues: Issues 🔧 Refactor repository checks in interactive workflows #14246, Update MCP Gateway to v0.0.107 #14244, Fix strict mode tests using deprecated anonymous bash syntax #14242, and Smoke Test: Copilot - 21768680779 #14240 were already closed and did not require labeling.

Confidence Assessment

• Overall Success: High - All 5 open unlabeled issues were successfully classified with 90%+ confidence
• Human Review Needed: 0 issues flagged with needs-triage
• Next Steps:
  • Monitor for new unlabeled issues in next 6-hour cycle
  • Consider automating labels for known workflow-generated issues
  • Track whether applied labels are modified by maintainers to measure accuracy

Progress Toward Goals

• Current Unlabeled Rate: 3 remaining unlabeled (all closed issues) out of total open issues
• Target: < 5% unlabeled issues
• Status: ✅ Goal achieved - only closed issues remain unlabeled, all open issues now labeled

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References:

• Workflow Run §21771737685

AI generated by Auto-Triage Issues

• expires on Feb 14, 2026, 1:33 AM UTC