[Issue Arborist] Issue Arborist Report — 2026-07-14

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🌳 Issue Arborist Report

Issues analyzed: 51

Parent issues created

None this run — all clusters had existing parent issues.

Links created

Parent	Sub-issue	Reasoning
#1285 Recurring agentic workflow failures	#1493	[aw] Bash Step Hygiene Auditor failed — recurring failure
#1285	#1492	[aw] Dependency Version Updater rate limit — recurring
#1285	#1485	[aw] Test Gap Finder failed
#1285	#1483	[aw] Copilot Model List Updater incomplete result
#1285	#1478	[aw] Dependency Version Updater rate limit — recurrence
#1285	#1467	[aw] Issue Arborist rate limit
#1285	#1459	[aw] Bash Step Hygiene Auditor failed — recurrence
#1285	#1441	[aw] Dependency Version Updater rate limit — recurrence
#1285	#1435	[aw] Test Reducer produced no safe outputs
#1285	#1430	[aw] Issue Arborist rate limit — recurrence
#1285	#1414	[aw] Bash Step Hygiene Auditor failed — recurrence
#1285	#1412	[aw] Dependency Version Updater rate limit — recurrence
#1283 Upstream deps release-notes	#1305	[deps-release-notes] copilot-cli action items
#1283	#1304	[deps-release-notes] awf action items
#1283	#1253	[deps-release-notes] mcpg action items
#1286 Compiler internals improvements	#1378	refactor(compile): unify AzureCLI@2 token-mint steps
#1286	#987	refactor(compile): split agentic-pipeline shape
#1286	#384	YAML generation uses manual string building
#1286	#1081	feat(ir): add EnvValue::RuntimeExpression variant
#1286	#237	feat: decouple prompt body from compiled pipeline output
#1286	#432	Inject runtime parameter values via ado-script
#1286	#1375	Reject unwireable cross-job provider-env macros
#1321 MCPG & safe-output tooling	#1034	MCPG step fails with docker invalid reference format
#1321	#945	Custom MCP container env passthrough never reaches server
#1321	#254	feat: surface MCPG backend failures in pipeline logs
#1321	#1473	feat: support reusable cross-repository custom safe-output jobs
#1428 Safe-output E2E coverage	#381	fix(safe-outputs): add file staging to upload-workitem-attachment
#1428	#1103	add-pr-comment: render inline threads as suggestions

Total links created: 28

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: recompile safe-output fixtures with ado-aw vX.Y.Z) — 3 recurring chore issues; not linked as the cluster is only 3 issues. Consider a parent if more accumulate or link to [Parent] Safe-output executor E2E test coverage and tool correctness #1428 if viewed as test/fixture correctness work.
• 🔴 Red Team Audit — High: Shell injection via runtimes.lean.toolchain #855 (🔴 Red Team Audit — shell injection via runtimes.lean.toolchain) — security issue; could link to [Parent] Compiler internals and pipeline generation improvements (IR types, YAML gen, prompt decoupling) #1286 or a dedicated security parent, but the scope is narrow and specific enough to stand alone.
• feat: align FrontMatter fields with gh-aw schema — run-name, labels, metadata, tracker-id, source, strict #451 (feat: align FrontMatter fields with gh-aw schema) — could live under [Parent] Compiler internals and pipeline generation improvements (IR types, YAML gen, prompt decoupling) #1286 (compiler internals) but is more front-matter grammar than IR/YAML-gen; suggest a dedicated front-matter alignment parent if more gh-aw schema alignment issues arise.
• Feature request: first-class TLA+ / TLC (Java) runtime support #1222 (first-class TLA+/TLC runtime support) — orphan feature request; no runtime-cluster parent yet. Would fit a "first-class runtimes" parent alongside Lean (Feature request: first-class TLA+ / TLC (Java) runtime support #1222) if Rust/Python/Node/dotnet runtime enhancement issues accumulate.
• [aw] Detection Runs #793 ([aw] Detection Runs) and [aw] No-Op Runs #13 ([aw] No-Op Runs) — standing tracking/triage issues for normal pipeline operation patterns, not failures. Not linked to [Parent] Recurring agentic workflow failure incidents (docs-freshness, dependency-updater rate-limit, test-gap-finder) #1285 (failure parent) as they're operational baselines, not incidents.

Observations

• The backlog has 5 well-scoped parent issues ([Parent] Track and act on upstream dependency release-note action items (awf, mcpg, copilot-cli) #1283, [Parent] Issue Arborist - Issue Group #1284, [Parent] Recurring agentic workflow failure incidents (docs-freshness, dependency-updater rate-limit, test-gap-finder) #1285, [Parent] Compiler internals and pipeline generation improvements (IR types, YAML gen, prompt decoupling) #1286, [Parent] MCPG infrastructure and safe-output tooling improvements #1321, [Parent] Safe-output executor E2E test coverage and tool correctness #1428) that were mostly unlinked to their obvious children — this run wires them up.
• The [aw] agentic workflow failure incidents are the highest-volume category (12 issues in the window), dominated by Dependency Updater AI credit rate-limits (4 recurrences) and Bash Step Hygiene Auditor failures (3 recurrences). The rate-limit pattern suggests the underlying workflow may need backoff or credit-quota awareness.
• The [deps-release-notes] issues ([deps-release-notes] mcpg — upstream release action items #1253, [deps-release-notes] awf — upstream release action items #1304, [deps-release-notes] copilot-cli — upstream release action items #1305) track upstream action items for awf, mcpg, and copilot-cli. All now linked under [Parent] Track and act on upstream dependency release-note action items (awf, mcpg, copilot-cli) #1283.
• Compiler/IR refactoring work is spread across at least 7 issues under [Parent] Compiler internals and pipeline generation improvements (IR types, YAML gen, prompt decoupling) #1286 — that parent is well-utilised and worth checking for completion status.

Generated by Issue Arborist · 38.1 AIC · ⌖ 6.36 AIC · ⊞ 6K · ◷

• expires on Jul 21, 2026, 8:46 PM UTC

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