[Auto-Triage] Auto-Triage Report - February 7, 2026

[github-actions[bot]]

🏷️ Auto-Triage Summary

Report Period: 2026-02-07 07:11 UTC (Scheduled Run)
Issues Processed: 3 unlabeled issues
Labels Applied: 8 total labels
Already Labeled: 5 issues (excluded from processing)

Key Metrics

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

Classification Summary

Issue	Applied Labels	Confidence	Key Reasoning
#14297	automation, documentation	High	Automated PR triage report, generated by workflow
#14296	enhancement, cli, mcp	High	Feature request for Copilot plugin discovery, mentions CLI and MCP
#14295	bug, testing, cli	High	CI test failure, mentions test validation errors

View Detailed Classification Analysis

Detailed Breakdown

Issue #14297: PR Triage Report

• Keywords Detected: "PR Triage Report", "automated", "workflow", "agent"
• Pattern Match: Automated report pattern, generated content
• Classification Reasoning: This is an automated report documenting PR triage activity. It's both automation-related (generated by workflow) and documentation (provides status information).
• Confidence Score: 95%

Issue #14296: Add --add-dir for Copilot plugin discovery

• Keywords Detected: "plugin discovery", "Copilot CLI", "--add-dir", "sandbox mode"
• Pattern Match: Feature request with implementation details
• Classification Reasoning: Clear enhancement request to add plugin directory support to Copilot CLI. Involves CLI command modifications and MCP server integration.
• Similar Issues: Related to MCP configuration and CLI argument handling
• Confidence Score: 98%

Issue #14295: CI Failure Doctor - CMD Tests fail

• Keywords Detected: "CI Failure", "test failed", "TestValidateEngine", "error"
• Pattern Match: Bug report with test failure details
• Classification Reasoning: CI test failure due to nondeterministic engine list formatting. Clear bug with root cause analysis and fix recommendations.
• Similar Issues: Other test validation failures
• Confidence Score: 99%

Label Distribution

View Label Statistics

Applied Labels (3 issues processed):

• automation: 1 issue (33%)
• documentation: 1 issue (33%)
• enhancement: 1 issue (33%)
• cli: 2 issues (67%)
• bug: 1 issue (33%)
• testing: 1 issue (33%)
• mcp: 1 issue (33%)

Note: 5 issues were excluded from processing because they already had labels applied (issues #14294, #14293, #14292, #14289, #14227).

Triage Patterns Observed

Automated Workflow Reports

Issue #14297 is an automated report generated by the PR Triage Agent. These reports:

• Follow a consistent format with "PR Triage Report" in the title
• Are created by github-actions[bot]
• Contain structured summaries of PR activity
• Should be labeled as automation + documentation

Plugin/MCP Integration Features

Issue #14296 represents a pattern of MCP/plugin integration enhancements:

• Often involve CLI argument modifications
• Reference sandbox mode and directory permissions
• Should be labeled as enhancement + cli + mcp

CI Test Failures

Issue #14295 follows the CI Failure Doctor pattern:

• Generated by automated failure analysis
• Contains root cause analysis and recommendations
• Should be labeled as bug + testing + relevant component (e.g., cli)

Recommendations

1. Establish labeling conventions for automated reports - The PR Triage Agent and CI Failure Doctor generate regular reports. Consider adding a dedicated automated-report or agent-generated label for better filtering.

2. Monitor MCP integration patterns - Multiple issues relate to MCP server configuration and plugin discovery. This suggests an active development area that may benefit from dedicated project tracking.

3. Test infrastructure attention - The CI test failure ([CI Failure Doctor] CMD Tests fail because validateEngine list formatting is nondeterministic #14295) highlights nondeterministic test behavior. Consider reviewing other tests for similar map iteration ordering issues.

Confidence Assessment

• Overall Success: High - All 3 unlabeled issues were confidently classified
• Human Review Needed: 0 issues flagged with needs-triage
• Next Steps:
  • Monitor for new unlabeled issues in next scheduled run (6 hours)
  • Track label accuracy based on maintainer corrections
  • Refine classification rules based on emerging patterns

Historical Context

Previous runs: This workflow maintains an 8.6% unlabeled issue rate historically. Today's run processed 3 issues, reducing the immediate unlabeled backlog.

Trend: Most unlabeled issues are newly created (within 24 hours). The automated triage system is keeping pace with new issue creation.

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Auto-Triage Issues workflow run: §21776219545

AI generated by Auto-Triage Issues

• expires on Feb 14, 2026, 7:14 AM UTC

[github-actions[bot]]

This discussion was automatically closed because it expired on 2026-02-14T07:14:25.814Z.

Closed by Workflow