[Issue Arborist] Issue Arborist Report — 2026-07-04

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🌳 Issue Arborist Report

Issues analyzed: 45

Parent issues created

None — all identified clusters already had parent issues.

Links created (26 total)

Parent	Sub-issue	Reasoning
#1285 Recurring workflow failures	#1243	Dep Version Updater rate-limit — explicitly listed in parent body
#1285	#1247	Test Gap Finder failure — explicitly listed in parent body
#1285	#1254	Dep Version Updater rate-limit — explicitly listed in parent body
#1285	#1275	Dep Version Updater rate-limit — explicitly listed in parent body
#1285	#1234	Documentation Freshness Check failure — explicitly listed in parent body
#1285	#1238	Documentation Freshness Check failure — explicitly listed in parent body
#1285	#1308	Deps Release-Notes Consolidator rate-limit — same failure pattern, new incident
#1285	#1320	Docs Writer rate-limit — same failure pattern, new workflow
#1285	#1336	Dep Version Updater rate-limit — recurring incident
#1285	#1338	Test Reducer produced no safe outputs — new failure type
#1284 Issue Arborist group	#1323	Issue Arborist hit rate limit — Issue Arborist workflow failure incident
#1283 Upstream deps release-notes	#1253	mcpg upstream release action items — explicit sub-item per dependency
#1283	#1304	awf upstream release action items — explicit sub-item per dependency
#1283	#1305	copilot-cli upstream release action items — explicit sub-item per dependency
#1286 Compiler internals	#237	Decouple prompt body from compiled output — explicitly listed in parent body
#1286	#384	YAML generation manual string building — explicitly listed in parent body
#1286	#432	Inject runtime params via ado-script — explicitly listed in parent body
#1286	#987	Split agentic-pipeline shape out of standalone_ir.rs — explicitly listed in parent body
#1286	#1081	feat(ir): add EnvValue::RuntimeExpression — explicitly listed in parent body
#1321 MCPG + safe-output tooling	#254	Surface MCPG backend failures — explicitly listed in parent body
#1321	#381	Add file staging to upload-workitem-attachment — explicitly listed in parent body
#1321	#471	upload-pipeline-artifact ContainerWriteAccessDeniedException — explicitly listed in parent body
#1321	#621	Noop smoke pipeline fails to pull MCPG image — explicitly listed in parent body
#1321	#945	Custom MCP container env passthrough missing — explicitly listed in parent body
#1321	#1034	MCPG step docker invalid reference format — explicitly listed in parent body
#1321	#1103	add-pr-comment inline thread rendering — explicitly listed in parent body

Suggested (not linked — for maintainer review)

• debug: v0.31.1 compiler emits different YAML than committed *.lock.yml files from #861, breaking integrity check #866 (debug: compiler emits different YAML than committed lock files) — thematically related to [Parent] Compiler internals and pipeline generation improvements (IR types, YAML gen, prompt decoupling) #1286 (YAML generation quality), but is a bug report rather than an improvement. Link if the parent scope extends to regression bugs.
• feat: built-in PR context precomputation for PR-triggered agents #860 (feat: built-in PR context precomputation) — [Parent] Compiler internals and pipeline generation improvements (IR types, YAML gen, prompt decoupling) #1286 body notes it as "potentially related but lower confidence, may already be implemented." Maintainers should close if already resolved, or formally link if still open work.
• docs(site): refresh IR typed-helper docs to builder-struct API #1192 (docs: refresh IR typed-helper docs to builder-struct API) — documentation counterpart to [Parent] Compiler internals and pipeline generation improvements (IR types, YAML gen, prompt decoupling) #1286's IR improvements; could be linked if maintainers want doc tasks tracked under the compiler improvements parent.
• [aw] No-Op Runs #13 ([aw] No-Op Runs) and [aw] Detection Runs #793 ([aw] Detection Runs) — ongoing tracking issues; relationship to [Parent] Issue Arborist - Issue Group #1284 or [Parent] Recurring agentic workflow failure incidents (docs-freshness, dependency-updater rate-limit, test-gap-finder) #1285 depends on whether they represent failure incidents or healthy-run metrics.
• 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) — form a recurring per-version maintenance pattern. Only 3 issues (below the 5+ threshold), but if this pattern continues, a dedicated parent may be worthwhile.

Observations

• Rate-limit saturation: at least 7 open incidents for the Dependency Version Updater alone hitting max-ai-credits. The max-ai-credits ceiling for that workflow appears consistently insufficient and warrants a permanent increase.
• All explicit parent-body references were unlinked: every issue referenced by text in a parent's body was not yet a formal GitHub sub-issue. This suggests the sub-issue link step is being skipped during parent creation, or prior runs ran out of link budget. Consider formalizing the link at parent-creation time.
• [Parent] Track and act on upstream dependency release-note action items (awf, mcpg, copilot-cli) #1283 scope note: the body references 16 additional older issues ([deps-release-notes] awf v0.27.3 action items #990, [deps-release-notes] awf v0.27.2 action items #983, [deps-release-notes] awf v0.27.1 action items #970, ... [deps-release-notes] copilot-cli v1.0.56 action items #803) that may warrant linking in a future run once the current 26-link budget resets.
• Backlog is well-structured: the 5 existing parents cover the major themes (compiler internals, MCPG/safe-outputs, workflow failures, upstream deps, Issue Arborist). No new orphan clusters of 5+ issues were identified this run.

Generated by Issue Arborist · 62.4 AIC · ⌖ 9.31 AIC · ⊞ 6K · ◷

• expires on Jul 11, 2026, 8:44 PM UTC

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