[Issue Arborist] Issue Arborist Report — 2026-07-08

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🌳 Issue Arborist Report

Issues analyzed: 54 (last 100 open, not already sub-issues)

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Parent issues created

Parent	Theme	Sub-issues	Reasoning
#1428	Safe-output executor E2E test coverage and tool correctness	#1422, #1421, #1103, #381, #471	Five orphan issues all concerning safe-output tool implementation quality: two E2E test harness gaps in executor-e2e (queue-build, upload-build-attachment / upload-pipeline-artifact), two upload bugs (missing file staging, ContainerWriteAccessDeniedException), and a missing PR-comment inline-suggestion rendering feature. Coherent cluster around "does Stage 3 work correctly?"

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Links created

→ #1285 Recurring agentic workflow failure incidents (14 links)

Parent	Sub-issue	Reasoning
#1285	#1414	[aw] Bash Step Hygiene Auditor failed — workflow failure
#1285	#1412	[aw] Dependency Version Updater hit AI credits rate limit
#1285	#1389	[aw] Rust PR Reviewer hit AI credits rate limit
#1285	#1388	[aw] Issue Arborist hit AI credits rate limit
#1285	#1373	[aw] Dependency Version Updater hit AI credits rate limit
#1285	#1369	[aw] Test Gap Finder failed — workflow failure
#1285	#1365	[aw] Issue Arborist hit AI credits rate limit
#1285	#1351	[aw] Issue Arborist hit AI credits rate limit
#1285	#1338	[aw] Test Reducer produced no safe outputs — workflow failure
#1285	#1336	[aw] Dependency Version Updater hit AI credits rate limit
#1285	#1323	[aw] Issue Arborist hit AI credits rate limit
#1285	#1320	[aw] Docs Writer hit AI credits rate limit
#1285	#1308	[aw] Deps Release-Notes Consolidator hit AI credits rate limit
#1285	#1275	[aw] Dependency Version Updater hit AI credits rate limit

→ #1283 Track upstream dependency release-note action items (3 links)

Parent	Sub-issue	Reasoning
#1283	#1304	[deps-release-notes] awf — upstream release action items
#1283	#1305	[deps-release-notes] copilot-cli — upstream release action items
#1283	#1253	[deps-release-notes] mcpg — upstream release action items

→ #1286 Compiler internals and pipeline generation improvements (5 links)

Parent	Sub-issue	Reasoning
#1286	#987	refactor(compile): split agentic-pipeline shape out of standalone_ir.rs
#1286	#384	YAML generation uses manual string building in compile_gate_step_external
#1286	#237	feat: decouple prompt body from compiled pipeline output (runtime-import)
#1286	#1192	docs(site): refresh IR typed-helper docs to builder-struct API
#1286	#1378	refactor(compile): unify AzureCLI@2 token-mint steps behind shared helper

→ #1321 MCPG infrastructure and safe-output tooling improvements (3 links)

Parent	Sub-issue	Reasoning
#1321	#1034	MCPG step fails: docker invalid reference format (extra \\ in generated YAML)
#1321	#945	Custom MCP container env passthrough never reaches the server
#1321	#254	feat: surface MCPG backend failures in pipeline logs

Total links created: 30

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Suggested (not linked — for maintainer review)

• compile: directory argument silently no-ops instead of auto-discovering or erroring #867 (compile: directory argument silently no-ops) and debug: v0.31.1 compiler emits different YAML than committed *.lock.yml files from #861, breaking integrity check #866 (v0.31.1 compiler emits different YAML breaking integrity check) — both are compiler bugs that could be sub-issues of [Parent] Compiler internals and pipeline generation improvements (IR types, YAML gen, prompt decoupling) #1286, but they are point bugs rather than "internals improvements"; maintainer discretion.
• [aw]: Follow-up to #1318 / #1325: no way to force a full-depth self checkout — create-pull-request can't compute a diff base on shallow-default agent pools #1413 (no way to force full-depth self checkout for create-pull-request) — could fit under [Parent] MCPG infrastructure and safe-output tooling improvements #1321 (MCPG/safe-output tooling) since it blocks create-pull-request's diff computation; held back as the MCPG parent's scope is less clear for checkout strategy.
• feat: align FrontMatter fields with gh-aw schema — run-name, labels, metadata, tracker-id, source, strict #451 (align FrontMatter fields with gh-aw schema) — large enough to be a parent itself; 6+ enhancement issues ([agent-issue]: support Azure DevOps variable group imports in workflow source #1385, Reject unwireable cross-job provider-env macros on engine.env (follow-up to #1372) #1375, Inject runtime parameter values into the agent prompt via ado-script (sanitization at runtime, not compile time) #432, feat(ir): add EnvValue::RuntimeExpression variant to prevent $[] in step env #1081, Allow config overrides e.g. npmrc for built ins #253, feat: built-in PR context precomputation for PR-triggered agents #860) could cluster under a "pipeline authoring and front-matter enhancements" epic, but the issues are too varied in nature for a confident grouping this run.
• 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 (recompile safe-output fixtures chores) — 3 recurring chore issues; below the 5-issue threshold for a new parent, but may warrant a dedicated "workflow maintenance chores" parent in a future run once more accumulate.
• [aw] Detection Runs #793 ([aw] Detection Runs) and [aw] No-Op Runs #13 ([aw] No-Op Runs) — operational monitoring records, not failure incidents; excluded from [Parent] Recurring agentic workflow failure incidents (docs-freshness, dependency-updater rate-limit, test-gap-finder) #1285 as they are not failures.
• feat: built-in PR context precomputation for PR-triggered agents #860 (feat: built-in PR context precomputation) — appears to be partially implemented in exec_context/pr.rs; worth verifying if this issue should be closed.
• [Parent] Issue Arborist - Issue Group #1284 ("[Parent] Issue Arborist — Issue Group") — appears to be a stale/empty parent from a prior arborist run with incorrect labels ([dependencies, automation]). Recommend closing or retitling if no sub-issues are attached.

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Observations

• Rate-limit failures dominate: 13 of the 14 new [Parent] Recurring agentic workflow failure incidents (docs-freshness, dependency-updater rate-limit, test-gap-finder) #1285 sub-issues are AI credits rate-limit hits across Dependency Version Updater, Issue Arborist, Docs Writer, and Rust PR Reviewer workflows. This is a systemic signal — the underlying rate-limit issue likely affects all scheduled agentic workflows.
• Safe-output executor quality: The new #1428 cluster reveals the E2E harness has never exercised queue-build and leaves upload tools with known staging bugs; these could cause silent regressions on every release.
• Compiler refactoring backlog: Five issues under [Parent] Compiler internals and pipeline generation improvements (IR types, YAML gen, prompt decoupling) #1286 span manual string YAML building, compile module structure, prompt decoupling, and typed helpers — a coherent multi-sprint refactoring effort.
• 3 deps-release-note issues cleanly fit [Parent] Track and act on upstream dependency release-note action items (awf, mcpg, copilot-cli) #1283; that parent is now fully populated for the current tracked upstreams (awf, mcpg, copilot-cli).

Generated by Issue Arborist · 56.3 AIC · ⌖ 8.57 AIC · ⊞ 6K · ◷

• expires on Jul 15, 2026, 8:52 PM UTC

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This discussion has been marked as outdated by Issue Arborist.

A newer discussion is available at Discussion #1445.