[Auto-Triage] Auto-Triage Report - 2026-01-27

[github-actions[bot]]

🏷️ Auto-Triage Report Summary

Report Period: 2026-01-27 18:18 UTC
Issues Processed: 4
Labels Applied: 7 total labels
Still Unlabeled: 0 issues

Key Metrics

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

Classification Summary

Issue	Applied Labels	Confidence	Key Reasoning
#12073	automation, testing	High	Smoke test report, automated workflow execution
#12072	automation, testing, bug	High	Smoke test with build failure (Go version mismatch)
#12037	documentation	High	Parent issue tracking engine documentation updates
#11970	enhancement, workflows	High	Feature epic for build/test environment improvements

View Detailed Classification Analysis

Issue #12073 - Smoke Test: Claude

Classification: automation, testing

• Title Analysis: "Smoke Test: Claude" - clear automated test report
• Body Keywords: "Test Summary", "GitHub MCP", "Safe Inputs", "Serena MCP", "Playwright", "Bash", test status indicators (✅)
• Pattern Match: Automated smoke test report with comprehensive test results
• Confidence Score: 98%
• Reasoning: This is an automated test report created by a GitHub Actions workflow. Contains test execution results across multiple components (MCP servers, tools, build process). Clear automation + testing classification.

Issue #12072 - Smoke Test: Copilot

Classification: automation, testing, bug

• Title Analysis: "Smoke Test: Copilot" - automated test report
• Body Keywords: "Test Summary", "PARTIAL PASS", "Build Failure", "Error: Go version mismatch", test status table
• Pattern Match: Automated smoke test with build failure requiring attention
• Bug Indicator: "Build Failure" section documents Go version mismatch (1.23.12 vs required 1.25.0+)
• Confidence Score: 98%
• Reasoning: Similar to Smoke Test: Claude - 21407986115 #12073 but with a build failure that needs investigation. The bug label is appropriate because it reports a specific failure in the test environment (Go version constraint).

Issue #12037 - Engine Documentation Updates

Classification: documentation

• Title Analysis: "[Parent] Engine documentation updates" - explicit documentation focus
• Body Keywords: "documentation", "README.md", "engines.md", "Quick Start", "Getting Started"
• Pattern Match: Parent tracking issue for multiple documentation tasks
• Related Issues: All 5 child issues ([plan] Remove 'experimental' label from Claude/Codex engines documentation #12031-[plan] Document engine selection in Quick Start interactive flow #12035) are documentation-focused
• Confidence Score: 100%
• Reasoning: This is a clear documentation parent issue coordinating multiple doc updates. Title explicitly mentions documentation updates, and all related child issues are documentation tasks.

Issue #11970 - Build/Test Environment Epic

Classification: enhancement, workflows

• Title Analysis: "epic: build/test environment for agentic workflow" - feature epic
• Body Keywords: "Goal", "agent container", "CLIs", "shared libraries", "SDKs", "mount", technical implementation details
• Pattern Match: Epic describing new functionality for build/test environment
• Enhancement Indicators: Describes goal and current approach for improving agent container capabilities
• Workflows Indicator: Relates to agentic workflow execution environment
• Confidence Score: 95%
• Reasoning: This is an epic describing an enhancement to the build/test environment. Uses "epic" in title, describes goals and approach for new functionality. Clearly fits enhancement category. Also relates to workflows since it impacts how agentic workflows execute.

Label Distribution

View Label Statistics

• automation: 2 issues (50% of processed)
• testing: 2 issues (50% of processed)
• documentation: 1 issue (25% of processed)
• enhancement: 1 issue (25% of processed)
• bug: 1 issue (25% of processed)
• workflows: 1 issue (25% of processed)

Recommendations

Pattern Observations

• Automated test reports: Two smoke test issues (Smoke Test: Claude - 21407986115 #12073, Smoke Test: Copilot - 21407986118 #12072) demonstrate strong automation patterns. These are generated by scheduled workflows and provide comprehensive test coverage reports.
• Documentation coordination: Parent issue [Parent] Engine documentation updates #12037 shows effective use of parent/child structure for coordinating related documentation tasks.
• Clear categorization: All issues had clear indicators making classification straightforward with high confidence.

Triage Insights

• No ambiguous issues: All 4 issues had clear context and classification indicators - no needs-triage labels required
• Quality issue descriptions: Issue authors/automated workflows provided sufficient detail for accurate classification
• Multiple labels effective: Issues like Smoke Test: Copilot - 21407986118 #12072 benefited from multiple labels (automation + testing + bug) to capture all relevant aspects

System Health

• Low unlabeled count: Only 4 unlabeled issues found, indicating strong manual triage or low issue creation rate
• Automated issues well-structured: Bot-created issues (Smoke Test: Claude - 21407986115 #12073, Smoke Test: Copilot - 21407986118 #12072, [Parent] Engine documentation updates #12037) follow consistent formats that facilitate auto-triage
• Current unlabeled rate: ~0.5% (4 unlabeled out of ~800+ total issues)

Confidence Assessment

• Overall Success: High
• Human Review Needed: 0 issues flagged with needs-triage
• Next Steps: Continue monitoring for unlabeled issues. Current unlabeled rate is well below 5% target (currently ~0.5%).

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References:

• Run §21408868215

AI generated by Auto-Triage Issues

• expires on Feb 3, 2026, 6:20 PM UTC