[Auto-Triage] Auto-Triage Report — 2026-02-21

[github-actions[bot]]

🏷️ Auto-Triage Report Summary

Report Period: 2026-02-21 00:49 UTC
Issues Processed: 10
Labels Applied: 14 total labels
Still Unlabeled: 0 issues

Key Metrics

• Success Rate: 100% (10/10 issues successfully labeled)
• Average Confidence: High
• Most Common Classifications: enhancement (5), bug (2), documentation (2), automation (1)

Classification Summary

Issue	Applied Labels	Confidence	Key Reasoning
#17243	bug, workflows	High	Cache key mismatch causing persistent storage failure across runs
#17239	automation	High	Automated Contribution Check Report generated by bot
#17232	bug, documentation	High	Conformance check failure — missing implementation + architecture docs
#17231	documentation	High	Conformance check — 7 safe output types missing specification sections
#17157	question, workflows	High	"Is that by design?" — asking about shared workflow warning behavior
#16899	needs-triage	Low	Ambiguous /scout command invocation — unclear issue intent
#16896	enhancement, workflows	High	Feature request to make checkout depth configurable
#16664	enhancement, mcp	High	Feature request for repository-local mcp.json support
#16656	enhancement	High	Suggestion to consolidate GitHub App auth configuration
#16555	enhancement	High	Explicit feature request for status check integration in ci-doctor

View Detailed Classification Analysis

Detailed Breakdown

Issue #17243 — cache-memory key mismatch

• Keywords Detected: "never found", "cache key mismatch", "starts fresh"
• Pattern: Classic bug report with reproduction case and unexpected behavior
• Confidence: 95%

Issue #17239 — Contribution Check Report

• Keywords Detected: "No PRs were available", automated report structure, bot-generated title prefix
• Pattern: Scheduled automation report
• Confidence: 98%

Issue #17232 — Safe Outputs Conformance IMP-003

• Keywords Detected: "Conformance Check Failure", "function not present", "architectural documentation"
• Pattern: Bug (missing implementation) + Documentation (missing arch docs)
• Confidence: 90%

Issue #17231 — Safe Outputs Conformance REQ-002

• Keywords Detected: "incomplete specification documentation", "missing required documentation sections"
• Pattern: Pure documentation gap
• Confidence: 95%

Issue #17157 — warnings purpose

• Keywords Detected: "Is that by design?", warning messages, shared workflows
• Pattern: Usage question about workflow behavior
• Confidence: 90%

Issue #16899 — developer identity

• Keywords Detected: /scout command prefix, "deep research", vague framing
• Pattern: Unclear intent — could be a scout workflow trigger or a feature idea
• Uncertainty Factors: Missing context about whether this is a command or a feature request
• Confidence: 35% → assigned needs-triage

Issue #16896 — Customize Checkout Depth

• Keywords Detected: "it would be nice", "customizable", workflow compilation
• Pattern: Clear feature request with rationale
• Confidence: 98%

Issue #16664 — Support repository-local mcp.json

• Keywords Detected: "it would be nice", "MCP servers", "runtime mcp server option"
• Pattern: Feature request for MCP server configuration
• Confidence: 97%

Issue #16656 — GitHub Apps duplicate settings

• Keywords Detected: "consolidating", "feels worth", suggested alternative syntax
• Pattern: Enhancement suggestion for auth configuration UX
• Confidence: 90%

Issue #16555 — Status checks for ci-doctor

• Keywords Detected: "Feature Request:" (explicit), "add support for", "enhance"
• Pattern: Explicit feature request with detailed use case
• Confidence: 99%

View Label Distribution

• enhancement: 5 issues (50%)
• bug: 2 issues (20%)
• documentation: 2 issues (20%)
• automation: 1 issue (10%)
• question: 1 issue (10%)
• needs-triage: 1 issue (10%)
• workflows: 3 issues (30%)
• mcp: 1 issue (10%)

Recommendations

• developer identity #16899 ("developer identity") should be reviewed by a maintainer — it appears to be a /scout command invocation rather than a conventional issue and may need to be closed or converted
• Several conformance check issues ([Safe Outputs Conformance] REQ-002: 7 safe output types have incomplete specification documentation #17231, [Safe Outputs Conformance] IMP-003: Dynamic schema generation function missing and architecture docs absent #17232) suggest the Safe Outputs specification documentation needs attention
• The cache-memory bug (cache-memory: GH_AW_WORKFLOW_ID_SANITIZED not defined in update_cache_memory job, causing cache key mismatch #17243) relates to a core persistence feature and may warrant elevated priority

Confidence Assessment

• Overall Success: High
• Human Review Needed: 1 issue flagged with needs-triage (developer identity #16899)
• Next Steps: Address the cache-memory key mismatch bug and complete the Safe Outputs specification documentation

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References: §22246908185

AI generated by Auto-Triage Issues

• expires on Feb 28, 2026, 12:51 AM UTC

[github-actions[bot]]

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