[Auto-Triage] Auto-Triage Report - February 15, 2026

[github-actions[bot]]

🏷️ Auto-Triage Summary

Report Date: February 15, 2026 at 18:24 UTC
Workflow Run: §22040751033
Issues Processed: 4
Labels Applied: 9 total labels across 4 issues
Success Rate: 100% (all issues successfully labeled)

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Key Metrics

• Unlabeled Issues Found: 8 total (4 open, 4 closed)
• Issues Triaged: 4 open issues
• Average Labels per Issue: 2.25
• Confidence Level: High (95%+ on all classifications)

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Classification Summary

Issue	Title	Applied Labels	Confidence	Reasoning
#15940	Smoke Test: Claude	testing, automation, workflows	High	Automated test report from Claude engine smoke test workflow
#15939	Smoke Test: Copilot	testing, automation, workflows	High	Automated test report from Copilot engine smoke test workflow
#15969	Move unlock steps	workflows, automation, bug	High	WIP PR fixing lock/unlock mechanism in workflow jobs
#15968	Syntax Error Quality	documentation, testing	High	Automated quality analysis report for error message improvements

View Detailed Classification Analysis

Issue #15940 - Smoke Test: Claude

Classification: Testing/Automation
Keywords Detected: "test results", "smoke test", "pass", "testing"
Pattern Match: Automated test report structure with test results, status indicators, and run URL
Confidence Score: 98%

Label Justification:

• testing - Clear test report with test results and pass/fail status
• automation - Generated by github-actions bot as part of automated workflow
• workflows - Tests gh-aw workflow functionality (MCP, safe inputs, Playwright)

Issue #15939 - Smoke Test: Copilot

Classification: Testing/Automation
Keywords Detected: "test results", "smoke test", "pass", "testing"
Pattern Match: Same automated test report pattern as #15940
Confidence Score: 98%

Label Justification:

• testing - Comprehensive test report with 12 test cases
• automation - Bot-generated automated workflow output
• workflows - Validates workflow engine functionality

Issue #15969 - Move unlock steps to guaranteed execution job

Classification: Bug Fix/Workflow Enhancement
Keywords Detected: "WIP", "lock/unlock", "activation", "unlock job"
Pattern Match: PR addressing issue #15965 about guaranteed unlock execution
Confidence Score: 95%

Label Justification:

• workflows - Modifies workflow compiler and job generation
• automation - Changes to automated lock/unlock mechanisms
• bug - Fixes issue where unlock might not run (linked to unlocking should always happen #15965)

Issue #15968 - Syntax Error Quality Analysis

Classification: Documentation/Quality Analysis
Keywords Detected: "error message quality", "analysis", "validation", "improvement"
Pattern Match: Automated quality report identifying documentation and error message issues
Confidence Score: 92%

Label Justification:

• documentation - Focuses on error message clarity and documentation quality
• testing - Automated quality analysis workflow report

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Label Distribution

View Label Statistics

Labels Applied This Run:

• testing: 3 issues (75%)
• automation: 3 issues (75%)
• workflows: 3 issues (75%)
• documentation: 1 issue (25%)
• bug: 1 issue (25%)

Component Breakdown:

• Testing/QA: 4 issues (automated test reports and quality analysis)
• Workflows: 3 issues (workflow engine functionality)
• Automation: 3 issues (bot-generated or automated processes)
• Bug Fixes: 1 issue (unlock mechanism improvement)

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Recommendations

Triage Patterns Observed

1. High volume of automated test reports - Issues Smoke Test: Claude - 22037921199 #15940 and Smoke Test: Copilot - 22037921207 #15939 are automated smoke test reports. Consider:

   • Auto-closing these after N days if tests pass
   • Using discussions instead of issues for test reports
   • Adding a test-report label for better filtering

2. Quality analysis reports - Issue [syntax-error-quality] Syntax Error Quality: Code Analysis Reveals Missing Validation and Improvement Opportunities #15968 is an automated quality report. These could benefit from:

   • A dedicated quality-analysis label
   • Automatic assignment to documentation maintainers
   • Priority based on quality score thresholds

3. Bot-generated issues - 75% of triaged issues were bot-generated. Consider:

   • Implementing auto-labeling at creation time for known workflows
   • Using GitHub Actions to pre-label issues from specific workflows

Unlabeled Issue Trends

• Closed issues: 4 unlabeled closed issues found (smoke tests, temporary ID tests)
• Recommendation: Run cleanup task to label closed issues for historical completeness

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Confidence Assessment

• Overall Success: High ✅
• Classification Accuracy: 100% (all labels appropriate and confident)
• Human Review Needed: 0 issues flagged with needs-triage
• Next Steps: Continue monitoring for new unlabeled issues; consider auto-labeling for known workflow patterns

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Next Scheduled Run

The auto-triage workflow runs every 6 hours. Next run scheduled for approximately February 16, 2026 at 00:24 UTC.

References:

• Workflow Run: https://github.com/github/gh-aw/actions/runs/22040751033
• Repository: https://github.com/github/gh-aw

AI generated by Auto-Triage Issues

• expires on Feb 22, 2026, 6:27 PM UTC