[Issue Arborist] 🌳 Issue Arborist Report

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Issues analyzed: 73 (open, not already sub-issues)

Parent issues created

None — no cluster of 5+ unrelated orphan issues lacked an existing parent; two strong clusters matched existing umbrella parents instead (see Links below), which is safer than creating duplicate umbrellas.

Links created

Parent	Sub-issue	Reasoning
#1549	#2275	[aw] Rust Code Quality Reviewer failed — recurring non-rate-limit agentic workflow execution failure
#1549	#2269	[aw] Issue Triage is missing required tool — recurring non-rate-limit execution failure
#1549	#2264	[aw] Issue Triage failed — engine termination failure
#1549	#2262	[aw] Issue Triage produced no safe outputs — execution failure symptom
#1549	#2257	[aw] Cyclomatic Complexity Reducer failed — engine termination failure
#1549	#2255	[aw] Issue Triage failed — permission-denied engine failure
#1549	#2251	[aw] Issue Triage failed — permission-denied engine failure
#1549	#2249	[aw] Failed jobs: Dependency Version Updater — safe_outputs job failure
#1549	#2248	[aw] Issue Triage produced no safe outputs — execution failure symptom
#1549	#2242	[aw] Issue Triage failed — engine termination failure
#1283	#2252	[deps-release-notes] awf — upstream dependency release-note action item
#1283	#2232	[deps-release-notes] copilot-cli — upstream dependency release-note action item
#1283	#2230	[deps-release-notes] awf — upstream dependency release-note action item
#1283	#2040	[deps-release-notes] mcpg — upstream dependency release-note action item

Suggested (not linked — for maintainer review)

• [aw]: Allow engine.model to be driven by an ADO pipeline variable / variable group #2035 and [agent-issue]: Mirror gh-aw's runtime model controls in ado-aw #2245 both propose runtime/queue-time control of engine.model via ADO variables — likely duplicates or a natural parent/child pair, but left unlinked since the relationship (duplicate vs. refinement) is ambiguous and [agent-issue]: Mirror gh-aw's runtime model controls in ado-aw #2245 cites [aw]: Allow engine.model to be driven by an ADO pipeline variable / variable group #2035's same restriction without explicitly superseding it.
• [agent-issue]: target: 1es needs configurable 1ES template wrapper, SDL pool, and network isolation settings #2270 (target: 1es configurable wrapper/SDL pool/network isolation) is related in spirit to [Parent] Track agent runtime and execution pipeline improvements #1649 (agent invocation/runtime umbrella) and [Parent] Compiler internals and pipeline generation improvements (IR types, YAML gen, prompt decoupling) #1286 (compiler internals umbrella) but is scoped to the 1ES target specifically, not those umbrellas' themes — not confident enough to link.
• [agent-issue]: support declarative Azure DevOps pipeline variables in workflow source #2012 (declarative pipeline variables: support) and [agent-issue]: Agents cannot supply work-item fields; custom-fields is compile-time only, so runtime-computed values never reach ADO #2044 (runtime work-item custom fields) share a "runtime-computed values can't reach compile-time-only surfaces" theme with [aw]: Allow engine.model to be driven by an ADO pipeline variable / variable group #2035/[agent-issue]: Mirror gh-aw's runtime model controls in ado-aw #2245, but each targets a different subsystem (pipeline variables vs. work-item fields vs. engine.model) — too loosely related to link confidently.
• [aw] Detection Runs #793 ([aw] Detection Runs) and [aw] No-Op Runs #13 ([aw] No-Op Runs) are long-running aggregator issues (not candidates for sub-issue linking; they already serve as their own rollup via comments).

Observations

• The [aw] workflow-failure backlog ([Parent] Track and resolve recurring agentic workflow execution failures (non-rate-limit) #1549) and the [deps-release-notes] backlog ([Parent] Track and act on upstream dependency release-note action items (awf, mcpg, copilot-cli) #1283) continue to accumulate steadily — both existing umbrellas are healthy homes for new auto-filed issues and were simply missing recent members.
• A recurring pattern in [aw] Issue Triage failed (5 of the 10 linked issues) suggests a specific root-cause investigation into the Issue Triage workflow's engine/permission failures could be worth prioritizing independently of the general umbrella.
• No new 5+ orphan cluster met the bar for a new parent issue this run; the backlog's thematic clusters (self-optimization [Parent] Track self-optimization design follow-ups (extracted from #1061) #2076, MCPG/safe-outputs [Parent] MCPG infrastructure and safe-output tooling improvements #1321, compiler internals [Parent] Compiler internals and pipeline generation improvements (IR types, YAML gen, prompt decoupling) #1286, agent runtime [Parent] Track agent runtime and execution pipeline improvements #1649, safe-output E2E [Parent] Safe-output executor E2E test coverage and tool correctness #1428, rate-limit failures [Parent] Track and resolve recurring AI-credits rate-limit failures in scheduled agentic workflows #1535) already have parents from prior runs.

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• expires on Oct 8, 2026, 8:43 PM UTC

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