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

[github-actions[bot]]

🏷️ Auto-Triage Report Summary

Report Period: February 15, 2026 06:31 UTC
Issues Processed: 3
Labels Applied: 7 total labels
Still Unlabeled: ~31 issues (require human review or deeper analysis)

Key Metrics

• Success Rate: 100% (all processed issues successfully labeled)
• Average Confidence: High
• Most Common Classifications: testing (2), automation (2), documentation (1), enhancement (1)

Classification Summary

Issue	Applied Labels	Confidence	Key Reasoning
#15887	documentation, enhancement	High	Feature request for improved import documentation with best practices
#15882	testing, automation, smoke-claude	High	Automated smoke test report for Claude engine
#15871	testing, automation	High	Automated test for temporary ID validation functionality

View Detailed Classification Analysis

Detailed Breakdown

Issue #15887: Clarify import structure, expectations, and best practices

• Keywords Detected: "documentation", "clarify", "best practices", "proposed improvement"
• Pattern Match: Clear documentation enhancement request with structured problem/solution format
• Classification Reasoning:
  • documentation - Explicitly requests documentation improvements for imports feature
  • enhancement - Proposes adding new "Import Patterns & Best Practices" section
• Similar Issues: Related to documentation improvement requests
• Confidence Score: 95%

Issue #15882: Smoke Test: Claude - 22030010500

• Keywords Detected: "test results", "smoke test", "engine: Claude Sonnet 4.5", "github-actions[bot]"
• Pattern Match: Automated smoke test report with test results summary
• Classification Reasoning:
  • testing - Smoke test report with 15/17 tests passed
  • automation - Created by github-actions bot
  • smoke-claude - Claude engine-specific smoke test (already has this label in closed issue Smoke Test: Copilot - 22029576939 #15867)
• Similar Issues: Smoke Test: Copilot - 22029576939 #15867 (smoke test for Copilot)
• Confidence Score: 100%

Issue #15871: [smoke-temporary-id] Test Parent: Temporary ID Validation

• Keywords Detected: "test", "temporary ID", "functionality", "github-actions[bot]"
• Pattern Match: Automated test for temporary ID feature
• Classification Reasoning:
  • testing - Test issue for temporary ID functionality
  • automation - Created by github-actions bot as part of automated testing
• Similar Issues: [smoke-temporary-id] Test Parent: Temporary ID Validation #15616 (identical test issue, already has these labels)
• Confidence Score: 100%

Label Distribution

View Label Statistics

Labels Applied (3 issues processed):

• testing: 2 issues (67% of processed)
• automation: 2 issues (67% of processed)
• documentation: 1 issue (33% of processed)
• enhancement: 1 issue (33% of processed)
• smoke-claude: 1 issue (33% of processed)

Note: Issues can have multiple labels, so percentages may exceed 100%

Recommendations

1. Documentation Improvements - Issue Clarify import structure, expectations, and best practices in documentation #15887 highlights a gap in import documentation. This should be prioritized as it affects user onboarding and understanding of a core feature.

2. Smoke Test Follow-up - Issue Smoke Test: Claude - 22030010500 #15882 shows partial success (15/17 tests passed) with Serena MCP connectivity issues. Consider investigating Serena MCP EOF errors for reliability.

3. Test Issue Cleanup - Issues [smoke-temporary-id] Test Parent: Temporary ID Validation #15871 and [smoke-temporary-id] Test Parent: Temporary ID Validation #15616 are duplicate temporary ID test issues. These should be reviewed to determine if they can be consolidated or closed.

4. Remaining Unlabeled Issues - Approximately 31 issues still require triage. These may include:

   • Complex issues requiring deeper domain knowledge
   • Issues with ambiguous descriptions
   • Older issues that predate automated triage
   • Issues requiring human judgment for proper categorization

Confidence Assessment

• Overall Success: High - All processed issues were clearly categorizable
• Human Review Needed: 0 issues flagged with needs-triage
• Next Steps:
  • Continue processing unlabeled backlog in batches of 10
  • Focus on recent issues (last 30 days) for highest impact
  • Review older unlabeled issues for close candidates

Triage Patterns Observed

Automation-Heavy Workload: 67% of processed issues were automated test/report issues created by github-actions bot. These follow predictable patterns and are easy to classify.

Clear Documentation Requests: Documentation enhancement requests with structured problem/solution format are straightforward to classify with high confidence.

Label Consistency: Cross-referenced similar issues (#15867 for smoke tests, #15616 for temporary ID tests) to ensure consistent labeling patterns.

Progress Toward Goals

Current Status:

• Baseline unlabeled percentage: 8.6% (reported in task briefing)
• Current unlabeled count: ~31 issues (exact count pending)
• Target: <5% unlabeled

Impact of This Run:

• Successfully triaged 3 issues
• 100% success rate with no needs-triage flags
• Established clear classification patterns for smoke tests and test issues

Next Actions:

1. Continue scheduled runs every 6 hours
2. Process remaining backlog in batches of 10
3. Monitor new issue creation rate vs triage rate
4. Track maintainer label corrections to improve classification rules

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Auto-Triage Issues workflow run: §22031085763

AI generated by Auto-Triage Issues

• expires on Feb 22, 2026, 6:34 AM UTC