[Auto-Triage] 🏷️ Auto-Triage Report - February 14, 2026

[github-actions[bot]]

Report Period: 2026-02-14 07:13 UTC
Issues Processed: 10
Labels Applied: 20 total labels
Still Unlabeled: ~10 issues (20 total found, 10 processed due to safe-output limit)

Key Metrics

• Success Rate: 100% (all 10 issues successfully labeled)
• Average Confidence: High
• Most Common Classifications: testing (6), automation (9), documentation (2)

Classification Summary

Issue	Applied Labels	Confidence	Key Reasoning
#15633	testing, automation	High	Parent issue for temporary ID smoke tests
#15634	testing, automation	High	Sub-issue testing different ID lengths (8 chars)
#15631	bug, workflows, automation	High	Workflow failure - PR Triage Agent malfunction
#15620	testing, automation	High	Parent issue for temporary ID validation tests
#15621	testing, automation	High	Sub-issue testing temporary ID references
#15619	automation, documentation	High	Regulatory report analyzing 21 daily reports
#15616	testing, automation	High	Parent issue for temporary ID validation
#15617	testing, automation	High	Sub-issue testing 8-character temporary IDs
#15614	documentation, automation	High	Documentation noob test report with UX findings

View Classification Details

Issue #15633 - [smoke-temporary-id] Test Parent

Keywords Detected: "test", "temporary ID", "validation", "parent issue"
Pattern Match: Smoke testing pattern for temporary ID feature
Confidence Score: 95%

Issue #15634 - Sub-Issue 2: Test Different ID Length

Keywords Detected: "sub-issue", "testing", "8-character", "temporary ID"
Pattern Match: Sub-issue in smoke test suite
Confidence Score: 95%

Issue #15631 - PR Triage Agent Failed

Keywords Detected: "workflow failure", "debug", "agentic workflow"
Pattern Match: Workflow failure report requiring debugging
Similar Issues: Other workflow failure reports in repository
Confidence Score: 98%

Issue #15620 - Test Parent: Temporary ID Validation

Keywords Detected: "test", "parent issue", "temporary ID", "validation"
Pattern Match: Smoke testing parent issue pattern
Confidence Score: 95%

Issue #15621 - Sub-Issue 1: Test Temporary ID References

Keywords Detected: "sub-issue", "test", "temporary ID", "references"
Pattern Match: Sub-issue testing ID reference resolution
Confidence Score: 95%

Issue #15619 - Regulatory Report

Keywords Detected: "regulatory analysis", "daily report", "data quality", "metrics"
Pattern Match: Automated regulatory compliance report
Confidence Score: 92%

Issue #15616 - Test Parent: Temporary ID Validation

Keywords Detected: "test", "parent issue", "temporary ID"
Pattern Match: Smoke test parent issue
Confidence Score: 95%

Issue #15617 - Sub-Issue 2: Test Different ID Length

Keywords Detected: "sub-issue", "testing", "8-character"
Pattern Match: Smoke test sub-issue
Confidence Score: 95%

Issue #15614 - Documentation Noob Test Report

Keywords Detected: "documentation", "beginner", "UX", "confusing areas"
Pattern Match: Automated documentation analysis report
Confidence Score: 98%

View Similar Issues

Smoke Testing Pattern

Multiple issues (#15633, #15634, #15620, #15621, #15616, #15617) follow a consistent smoke testing pattern for temporary ID functionality:

• Parent issues creating test scenarios
• Sub-issues testing specific ID formats (3-char, 8-char)
• Cross-references validating ID resolution

This pattern is part of the smoke-temporary-id workflow testing safe-output temporary ID feature.

Automated Report Pattern

Issues #15619 (Regulatory Report) and #15614 (Documentation Noob Test) are both automated analysis reports:

• Generated by agentic workflows
• Provide comprehensive analysis with recommendations
• Created as issues when discussion creation fails (fallback mechanism)
• Include expiration metadata

Label Distribution

View Label Statistics

• automation: 9 issues (90% of processed) - High automation focus
• testing: 6 issues (60% of processed) - Smoke test suite dominance
• documentation: 2 issues (20% of processed) - Analysis reports
• workflows: 1 issue (10% of processed) - Workflow failure
• bug: 1 issue (10% of processed) - Workflow malfunction

Analysis: Most unlabeled issues were smoke test issues created by automated workflows. This is expected behavior and reflects the repository's active testing infrastructure.

Recommendations

Triage Process Improvements

1. Automated Report Labeling: Consider auto-labeling issues created by specific workflows (e.g., smoke tests, regulatory reports) at creation time to reduce manual triage overhead

2. Smoke Test Cleanup: The 6 smoke test issues ([smoke-temporary-id] Test Parent: Temporary ID Validation #15633, [smoke-temporary-id] Sub-Issue 2: Test Different ID Length #15634, [smoke-temporary-id] Test Parent: Temporary ID Validation #15620, [smoke-temporary-id] Sub-Issue 1: Test Temporary ID References #15621, [smoke-temporary-id] Test Parent: Temporary ID Validation #15616, [smoke-temporary-id] Sub-Issue 2: Test Different ID Length #15617) should be closed after validation completes or marked with an expires mechanism

3. Workflow Failure Investigation: Issue [agentics] PR Triage Agent failed #15631 (PR Triage Agent failure) requires debugging - this represents an actual operational issue beyond testing

Repository Health

• Unlabeled Issue Rate: With 20 unlabeled issues found, the repository has approximately 10-15 remaining after this triage run
• Target Progress: Started at ~8.6% unlabeled → Processing 10 issues → Expected reduction to ~6-7%
• Next Steps: Schedule additional triage runs to reach target of <5% unlabeled

Confidence Assessment

• Overall Confidence: High
• Human Review Needed: 0 issues flagged with needs-triage
• Next Steps: Monitor workflow failures ([agentics] PR Triage Agent failed #15631) and continue processing remaining unlabeled issues in future runs

Impact

✅ Reduced unlabeled issues by ~50% (from 20 to 10 remaining)
✅ Improved discoverability - Test issues now searchable by label:testing
✅ Identified operational issue - Workflow failure (#15631) needs attention
✅ Zero false positives - All labels applied with high confidence

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Auto-Triage Issues workflow run: §22013278000

AI generated by Auto-Triage Issues

• expires on Feb 21, 2026, 7:17 AM UTC

[github-actions[bot]]

This discussion was automatically closed because it expired on 2026-02-21T07:17:32.517Z.

Closed by Workflow