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

[github-actions[bot]]

🏷️ Auto-Triage Report Summary

Report Period: 2026-02-15 00:55 UTC
Issues Processed: 5
Labels Applied: 12 total labels
Still Unlabeled: 0 issues (100% success rate)

Key Metrics

• Success Rate: 100% (all issues successfully labeled)
• Average Confidence: High
• Most Common Classifications: enhancement (3), documentation (2), security (2), safe-outputs (2), automation (2)

Classification Summary

Issue	Applied Labels	Confidence	Key Reasoning
#15817	enhancement, workflows	High	Feature request to switch PR review agents to submit pull request reviews instead of comments
#15814	documentation, automation, automated	High	Automated report on developer documentation consolidation with 100% tone compliance
#15808	security, safe-outputs, enhancement	High	Security fix implementing cross-repository allowlist validation (SEC-005)
#15807	security, safe-outputs, enhancement	High	Security enhancement adding content sanitization to safe-output handlers (SEC-004)
#15800	documentation, cli, automation	High	Terminal Stylist Report analyzing console output patterns with score 9.5/10

View Detailed Classification Analysis

Detailed Breakdown

Issue #15817:

• Keywords Detected: "Switch", "submitting a pull request review", "instead of adding a comment"
• Pattern Match: Enhancement request pattern - describes change to workflow behavior
• Classification Rationale: Request to modify existing workflow agents (security-review, pr-nitpick-reviewer, grumpy-reviewer) to use GitHub's PR review API instead of comment API
• Component: workflows (relates to workflow agent behavior)
• Confidence Score: 95%

Issue #15814:

• Keywords Detected: "Documentation Consolidation", "100% tone compliance", "markdown files analyzed"
• Pattern Match: Automated documentation report with metrics and analysis
• Classification Rationale: Generated by Developer Documentation Consolidator workflow, contains comprehensive documentation analysis
• Component: documentation (documentation consolidation), automation (workflow-generated), automated (bot-generated)
• Confidence Score: 100%

Issue #15808:

• Keywords Detected: "cross-repository allowlist validation", "SEC-005", "security", "unauthorized repository access"
• Pattern Match: Security fix PR implementing specification requirement
• Classification Rationale: Implements SEC-005 conformance requirement for cross-repository operation validation
• Component: security (security fix), safe-outputs (safe outputs specification), enhancement (adds validation feature)
• Confidence Score: 100%

Issue #15807:

• Keywords Detected: "content sanitization", "SEC-004", "security", "safe-output handlers"
• Pattern Match: Security enhancement PR implementing specification requirement
• Classification Rationale: Implements SEC-004 conformance requirement for content sanitization in 33 handlers
• Component: security (security fix), safe-outputs (safe outputs specification), enhancement (adds sanitization)
• Confidence Score: 100%

Issue #15800:

• Keywords Detected: "Terminal Stylist Report", "Console Output Analysis", "Charmbracelet", "console formatting"
• Pattern Match: Automated analysis report with metrics and recommendations
• Classification Rationale: Automated report analyzing terminal UI practices using Lipgloss/Huh ecosystem
• Component: documentation (analysis report), cli (CLI output), automation (workflow-generated)
• Confidence Score: 95%

View Similar Issues

Pattern: Security conformance checks

• Issues Add cross-repository allowlist validation (SEC-005) #15808 and SEC-004: Add content sanitization to safe-output handlers #15807 are both part of Safe Outputs Conformance initiative
• Related to issues [Safe Outputs Conformance] SEC-004: Handlers with body fields missing content sanitization #15805, [Safe Outputs Conformance] SEC-005: Cross-repository handlers lack allowlist validation #15803 (similar SEC-004 and SEC-005 checks)
• Pattern: Automated conformance checking identifying security gaps

Pattern: Automated documentation reports

• Issues Developer Documentation Consolidation - 2026-02-14 #15814 and Terminal Stylist Report: Console Output Analysis (Score: 9.5/10) #15800 are both automated analysis reports
• Generated by workflow agents analyzing codebase patterns
• Contain metrics, analysis, and recommendations

Pattern: Workflow enhancements

• Issue Switch security-review, pr-nitpick-reviewer, grumpy-reviewer to submitting a pull request review #15817 requests workflow behavior change
• Related to PR review workflows and safe-outputs system
• Aligns with ongoing improvements to workflow agent capabilities

Label Distribution

View Label Statistics

• enhancement: 3 issues (60% of processed)
• documentation: 2 issues (40% of processed)
• security: 2 issues (40% of processed)
• safe-outputs: 2 issues (40% of processed)
• automation: 2 issues (40% of processed)
• workflows: 1 issue (20% of processed)
• cli: 1 issue (20% of processed)
• automated: 1 issue (20% of processed)

Recommendations

1. Security conformance patterns: Multiple issues related to SEC-004 and SEC-005 conformance. Consider consolidating these into a tracking issue to coordinate security improvements.

2. Automated report handling: Reports from automated workflows (Developer Documentation Consolidation - 2026-02-14 #15814, Terminal Stylist Report: Console Output Analysis (Score: 9.5/10) #15800) are being properly labeled with documentation and automation. This pattern is working well for discoverability.

3. Cross-repository validation: Issue Add cross-repository allowlist validation (SEC-005) #15808 addresses a critical security gap. Recommend prioritizing review and merge to prevent unauthorized cross-repository operations.

4. Label accuracy: All classifications achieved high confidence (95-100%). The auto-triage system successfully identified:

   • Security issues through SEC-* identifiers
   • Automated reports through workflow authorship patterns
   • Component-specific issues through keyword analysis

Confidence Assessment

• Overall Success: High - 100% of issues successfully labeled
• Human Review Needed: 0 issues flagged with needs-triage
• Next Steps: Continue monitoring for unlabeled issues; system is performing well

Trends

Positive trends:

• All processed issues had clear, descriptive titles enabling confident classification
• Security issues follow consistent naming patterns (SEC-* identifiers)
• Automated reports include sufficient context for accurate labeling

Potential improvements:

• Consider adding conformance label to security conformance issues for better tracking
• May want to add priority-high to SEC-005 issue given security implications

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Auto-Triage Issues workflow run: §22027122511

AI generated by Auto-Triage Issues

• expires on Feb 22, 2026, 1:02 AM UTC

[github-actions[bot]]

💥 WHOOSH! 💥 The Smoke Test Agent just BLASTED through Discussion #15820!

⚡ KAPOW! All systems nominal! Claude engine firing on all cylinders!

🦸 Mission Report: Every MCP tool tested, every API queried, every integration validated!

Smoke Test Agent signing off... until the next adventure! 🚀

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Transmitted from workflow run §22027158383

AI generated by Smoke Claude

[github-actions[bot]]

This discussion was automatically closed because it expired on 2026-02-22T01:02:06.059Z.

Closed by Workflow