[Issue Arborist] 🌳 Issue Arborist Report

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Issues analyzed: 77

Parent issues created

None — all identified clusters map to existing [Parent] tracking issues already present in the backlog.

Links created

Parent	Sub-issue	Reasoning
#1535	#1877	Dependency Version Updater AI-credits rate-limit incident, same root cause as parent
#1535	#1873	Issue Arborist AI-credits rate-limit incident
#1535	#1870	Dependency Version Updater AI-credits rate-limit incident
#1535	#1864	Issue Arborist AI-credits rate-limit incident
#1535	#1861	Issue Triage AI-credits rate-limit incident
#1535	#1856	Issue Triage AI-credits rate-limit incident
#1535	#1854	Issue Arborist AI-credits rate-limit incident
#1535	#1827	Issue Triage AI-credits rate-limit incident
#1535	#1813	Issue Arborist AI-credits rate-limit incident
#1549	#1880	Clippy Fixer failed — recurring non-rate-limit [aw] execution failure
#1549	#1850	Cyclomatic Complexity Reducer failed
#1549	#1847	Clippy Fixer failed
#1549	#1845	Red Team Security Auditor failed
#1549	#1844	Issue Arborist failed
#1549	#1842	Compiler Contract Reviewer failed
#1549	#1841	Test Quality Sentinel failed
#1549	#1840	Rust Code Quality Reviewer failed
#1549	#1836	Agent Documentation Maintainer failed
#1549	#1832	Dependency Version Updater failed
#1549	#1829	Test Quality Sentinel is missing required data
#1549	#1828	Agent Documentation Maintainer produced no safe outputs
#1549	#1822	Issue Triage is missing required data
#1283	#1304	deps-release-notes action item (awf) — matches parent's stated scope
#1283	#1305	deps-release-notes action item (copilot-cli)
#1283	#1253	deps-release-notes action item (mcpg)

Suggested (not linked — for maintainer review)

• refactor(engine): emit typed install steps instead of YAML strings #1834, refactor(compile): structure generated ado-proxy and az wrapper scripts #1833, refactor(mcpg): type container runtime arguments and mounts #1835 (typed-install-steps, ado-proxy/az-wrapper structuring, MCPG container typing refactors) look like natural children of [Parent] Compiler internals and pipeline generation improvements (IR types, YAML gen, prompt decoupling) #1286 (compiler internals/IR improvements) or [Parent] MCPG infrastructure and safe-output tooling improvements #1321 (MCPG infrastructure), but each is narrowly scoped and I wasn't fully confident the theme match was unambiguous enough vs. speculative — left for maintainer judgment.
• Proxy Stage 1 Azure DevOps reads without exposing SC_READ_TOKEN #1652 (Proxy Stage 1 ADO reads) could relate to [Parent] MCPG infrastructure and safe-output tooling improvements #1321 (MCPG/safe-output tooling) but is high-risk/security scoped work, distinct enough that I did not link it.
• docs: conclusion job token reference omits SC_WRITE_TOKEN #1766 (docs: conclusion job token reference) and [agent-issue]: align GitHub issue-reporting token variable names #1632/[agent-issue]: GitHub issue safe outputs are create-only — port gh-aw's issue mutation family #1871 (token variable naming / issue mutation family) share a "safe-output token & GitHub issue tooling" theme but are only 3 issues — below the 5+ cluster threshold and no obvious existing parent.

Observations

• The backlog already has a healthy set of [Parent] umbrella issues ([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, [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, [Parent] Track and act on upstream dependency release-note action items (awf, mcpg, copilot-cli) #1283, [Parent] Track agent runtime and execution pipeline improvements #1649) that self-document their intended sub-issue sets — many newer numbered incident/failure issues simply hadn't been linked in yet, which this run addressed.
• Recurring auto-filed [aw] ... failed / hit AI credits rate limit issues continue to accumulate faster than they're resolved; consider whether [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 should trigger closure automation once root causes land.

Generated by Issue Arborist · auto · 38.3 AIC · ⌖ 3.03 AIC · ⊞ 9.4K · ◷

• expires on Aug 18, 2026, 8:38 PM UTC

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