[Auto-Triage] 🏷️ Auto-Triage Report — 2026-02-12

[github-actions[bot]]

Report Period: 2026-02-12T13:28:33Z (Scheduled Run)
Issues Processed: 6 open unlabeled issues
Labels Applied: 12 total labels
Still Unlabeled: 0 issues
Success Rate: 100%

Key Metrics

• Success Rate: 100% (6/6 issues successfully labeled)
• Average Confidence: High
• Most Common Classifications: security (4), automation (2), workflows (1), testing (1), documentation (1), refactoring (1), cli (1), bug (1)

Classification Summary

Issue	Applied Labels	Confidence	Key Reasoning
#15144	documentation, automation	High	Documentation consolidation report from automated workflow
#15142	security, testing	High	Security vulnerability fix (prototype pollution) with comprehensive test coverage
#15141	security, automation	High	Bot detection security report from automated workflow
#15140	security	High	Security defenses for NDJSON processing (mount protection, prototype pollution)
#15138	bug, workflows	High	Bug fix for artifact upload failure due to invalid filename characters
#15137	refactoring, cli	High	Refactoring to eliminate code duplication in GitHub CLI wrappers

View Classification Details

Detailed Breakdown

Issue #15144: Developer Documentation Consolidation

• Keywords Detected: "documentation", "consolidation", "markdown files", "technical tone", "diagrams"
• Pattern Match: Documentation improvement report with comprehensive analysis
• Similar Issues: Documentation-related automated reports
• Confidence Score: 95%
• Classification: documentation (primary content focus), automation (automated workflow output)

Issue #15142: Prototype Pollution Protection

• Keywords Detected: "security", "prototype pollution", "sanitize", "test coverage", "attack vectors"
• Pattern Match: Security vulnerability fix with defense implementation
• Similar Issues: Other security-focused PRs with comprehensive testing
• Confidence Score: 100%
• Classification: security (vulnerability fix), testing (76 test cases added)

Issue #15141: Bot Detection Report

• Keywords Detected: "bot detection", "security analysis", "DBSCAN clustering", "risk assessment"
• Pattern Match: Automated security report analyzing account behavior
• Similar Issues: Other security-focused automated reports
• Confidence Score: 100%
• Classification: security (account security analysis), automation (automated workflow output)

Issue #15140: NDJSON Security Defenses

• Keywords Detected: "security defenses", "prototype pollution", "protected mount", "expression escaping"
• Pattern Match: Security implementation for data processing pipeline
• Similar Issues: Other security hardening PRs
• Confidence Score: 100%
• Classification: security (multiple security defenses implemented)

Issue #15138: CI Doctor Filename Fix

• Keywords Detected: "bug", "artifact upload failure", "invalid character", "NTFS limitations", "workflow"
• Pattern Match: Bug fix for workflow failure due to filesystem constraints
• Similar Issues: Other workflow-related bug fixes
• Confidence Score: 95%
• Classification: bug (fixes artifact upload failure), workflows (workflow-specific issue)

Issue #15137: GitHub CLI Refactoring

• Keywords Detected: "refactor", "eliminate duplication", "shared implementations", "GitHub CLI wrappers"
• Pattern Match: Code refactoring to reduce duplication
• Similar Issues: Other refactoring PRs
• Confidence Score: 95%
• Classification: refactoring (code improvement), cli (GitHub CLI functionality)

View Label Statistics

Label Distribution

• security: 4 issues (67% of processed)
• automation: 2 issues (33% of processed)
• documentation: 1 issue (17% of processed)
• testing: 1 issue (17% of processed)
• bug: 1 issue (17% of processed)
• workflows: 1 issue (17% of processed)
• refactoring: 1 issue (17% of processed)
• cli: 1 issue (17% of processed)

Classification Patterns

Security Focus: 67% of unlabeled issues were security-related (vulnerability fixes, security reports, defense implementations)

Automation Output: 33% of issues were automated workflow outputs (reports, consolidation results)

Code Quality: 17% focused on code improvements (refactoring to eliminate duplication)

Recommendations

✅ High-Quality Triage Execution

All 6 unlabeled issues were successfully classified with high confidence. The repository shows:

1. Strong security focus - 4 of 6 unlabeled issues addressed security concerns (prototype pollution protection, bot detection, NDJSON defenses)
2. Automated workflows - 2 issues were automated reports (documentation consolidation, bot detection)
3. Clear documentation - All issues had comprehensive descriptions enabling accurate classification

📊 Notable Trends

1. Security Priority: The high percentage of security-related unlabeled issues (67%) suggests active security improvement efforts
2. Automated Reports: Automated workflow outputs (bot detection, documentation consolidation) are being created without pre-applied labels
3. Code Quality: Refactoring efforts to reduce duplication align with maintainability goals

🔍 Suggestions for Improvement

1. Pre-label Automated Reports: Consider adding labels automatically when creating issues from automated workflows (e.g., bot-detection workflow could apply security + automation labels)
2. Security Label Consistency: Continue the strong focus on security labeling for vulnerability fixes and defense implementations
3. Template Enhancement: The comprehensive issue descriptions enabled high-confidence classification - maintain this quality standard

Confidence Assessment

• Overall Success: High (100% classification rate)
• Human Review Needed: 0 issues flagged with needs-triage
• Next Steps: Monitor for new unlabeled issues; consider automating label application for workflow-generated reports

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References:

• Workflow run: §21948497347

AI generated by Auto-Triage Issues

• expires on Feb 19, 2026, 1:31 PM UTC