[Issue Arborist] Issue Arborist Report — 2026-07-21

[github-actions[bot]]

🌳 Issue Arborist Report

Issues analyzed: 51

Parent issues created

None — no orphan cluster of 5+ issues without an existing parent was found.

Links created

Parent	Sub-issue	Reasoning
#1535 (AI-credits rate-limit failures)	#1598	"[aw] Issue Arborist hit AI credits rate limit" — direct instance
#1535	#1571	"[aw] Issue Arborist hit AI credits rate limit" — direct instance
#1535	#1551	"[aw] Issue Arborist hit AI credits rate limit" — direct instance
#1535	#1515	"[aw] Issue Arborist hit AI credits rate limit" — direct instance
#1549 (non-rate-limit workflow failures)	#1592	"[aw] Bash Step Hygiene Auditor failed"
#1549	#1544	"[aw] Bash Step Hygiene Auditor failed"
#1549	#1523	"[aw] Bash Step Hygiene Auditor failed"
#1549	#1533	"[aw] Clippy Fixer failed"
#1549	#1562	"[aw] Agent Documentation Maintainer failed"
#1283 (upstream deps release-note tracking)	#1304	awf deps-release-notes issue
#1283	#1305	copilot-cli deps-release-notes issue
#1283	#1253	mcpg deps-release-notes issue
#1321 (MCPG infrastructure & safe-output tooling)	#1034	MCPG step fails with docker invalid reference format
#1321	#945	Custom MCP container env passthrough missing
#1321	#254	Surface MCPG backend failures in pipeline logs
#1286 (Compiler internals & pipeline generation)	#1378	Unify AzureCLI@2 token-mint steps behind shared helper
#1286	#987	Refactor: split agentic-pipeline shape out of standalone_ir.rs
#1286	#384	YAML generation uses manual string building in compile_gate_step_external
#1286	#1081	feat(ir): add EnvValue::RuntimeExpression variant
#1428 (Safe-output executor E2E test coverage)	#381	fix(safe-outputs): add file staging to upload-workitem-attachment
#1428	#471	upload-pipeline-artifact fails with ContainerWriteAccessDeniedException

Total links: 21

Suggested (not linked — for maintainer review)

• chore(workflows): recompile safe-output fixtures with ado-aw v0.38.0 #1156, chore(workflows): recompile safe-output fixtures with ado-aw v0.37.0 #1041, chore(workflows): recompile safe-output fixtures with ado-aw v0.36.0 #1027 — "chore(workflows): recompile safe-output fixtures with ado-aw vX.Y.Z" — only 3 issues; a parent would need 5+ members. Consider creating a tracking parent if more accumulate.
• debug: v0.31.1 compiler emits different YAML than committed *.lock.yml files from #861, breaking integrity check #866 (integrity check breakage after recompile) could be a child of either [Parent] Compiler internals and pipeline generation improvements (IR types, YAML gen, prompt decoupling) #1286 (compiler internals) or a dedicated debug tracking issue — relationship is plausible but not unambiguous.
• compile: directory argument silently no-ops instead of auto-discovering or erroring #867 (compile: directory argument silently no-ops) might fit under [Parent] Compiler internals and pipeline generation improvements (IR types, YAML gen, prompt decoupling) #1286 but is more of a standalone bug fix.
• 🔴 Red Team Audit — High: Shell injection via runtimes.lean.toolchain #855 (shell injection via runtimes.lean.toolchain) — security issue that doesn't cleanly fit an existing parent; may warrant its own security epic.
• proposal: adopt Copilot sidecar (SDK-driver) execution model #1486 (Copilot sidecar execution model) and feat: support reusable cross-repository custom safe-output jobs #1473 (reusable cross-repo custom safe-output jobs) are large feature proposals; no parent exists for them yet.

Observations

• The backlog has two healthy recurring-failure tracking parents ([Parent] Track and resolve recurring AI-credits rate-limit failures in scheduled agentic workflows #1535, [Parent] Track and resolve recurring agentic workflow execution failures (non-rate-limit) #1549) that are actively accumulating child issues from scheduled workflows. The rate-limit parent ([Parent] Track and resolve recurring AI-credits rate-limit failures in scheduled agentic workflows #1535) currently has the most activity.
• Three [deps-release-notes] issues ([deps-release-notes] awf — upstream release action items #1304, [deps-release-notes] copilot-cli — upstream release action items #1305, [deps-release-notes] mcpg — upstream release action items #1253) were orphaned — now linked to [Parent] Track and act on upstream dependency release-note action items (awf, mcpg, copilot-cli) #1283.
• [Parent] Issue Arborist - Issue Group #1284 ("Issue Arborist - Issue Group") appears to be a stale/malformed parent with corrupted label syntax ([dependencies, automation]) — consider closing or re-labeling it.
• The compiler internals parent ([Parent] Compiler internals and pipeline generation improvements (IR types, YAML gen, prompt decoupling) #1286) has several concrete refactor/IR issues that are good candidates for focused sprints.

Generated by Issue Arborist · 51.2 AIC · ⌖ 6.11 AIC · ⊞ 6K · ◷

• expires on Jul 28, 2026, 8:50 PM UTC

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This discussion has been marked as outdated by Issue Arborist.

A newer discussion is available at Discussion #1640.