[Issue Arborist] Issue Arborist Report — 2026-07-18

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🌳 Issue Arborist Report

Issues analyzed: 52

Parent issues created

None — all identified clusters already had an existing parent issue.

Links created

Parent	Sub-issue	Reasoning
#1535 (rate-limit failures)	#1551	Issue Arborist hit AI credits rate limit — exact theme match
#1535 (rate-limit failures)	#1515	Issue Arborist hit AI credits rate limit — exact theme match
#1535 (rate-limit failures)	#1492	Dependency Version Updater hit AI credits rate limit
#1535 (rate-limit failures)	#1478	Dependency Version Updater hit AI credits rate limit
#1549 (non-rate-limit failures)	#1562	Agent Documentation Maintainer failed
#1549 (non-rate-limit failures)	#1544	Bash Step Hygiene Auditor failed
#1549 (non-rate-limit failures)	#1533	Clippy Fixer failed
#1549 (non-rate-limit failures)	#1523	Bash Step Hygiene Auditor failed
#1549 (non-rate-limit failures)	#1493	Bash Step Hygiene Auditor failed
#1549 (non-rate-limit failures)	#1485	Test Gap Finder failed
#1549 (non-rate-limit failures)	#1483	Copilot Model List Updater reported incomplete result
#1283 (deps release notes)	#1304	awf deps release notes — explicit theme match
#1283 (deps release notes)	#1305	copilot-cli deps release notes — explicit theme match
#1283 (deps release notes)	#1253	mcpg deps release notes — explicit theme match
#1286 (compiler internals)	#987	refactor(compile): split agentic-pipeline shape — compiler refactor
#1286 (compiler internals)	#384	YAML generation uses manual string building — compiler IR/YAML gen
#1286 (compiler internals)	#1378	refactor(compile): unify AzureCLI@2 token-mint steps
#1286 (compiler internals)	#1081	feat(ir): add EnvValue::RuntimeExpression variant — IR types
#1286 (compiler internals)	#237	feat: decouple prompt body — prompt decoupling, matches parent title
#1321 (MCPG/safe-output)	#945	Custom MCP container env passthrough bug
#1321 (MCPG/safe-output)	#254	Surface MCPG backend failures in pipeline logs
#1321 (MCPG/safe-output)	#1034	MCPG docker invalid reference format bug

Total links created: 22

Suggested (not linked — for maintainer review)

• [aw]: create-pull-request breaks on Azure DevOps' default shallow-fetch pipelines: prepare-pr-base bounded deepening can't reach the merge-base, and the emitted checkout: self has no fetchDepth #1541 (create-pull-request shallow-fetch bug) could relate to [Parent] MCPG infrastructure and safe-output tooling improvements #1321 (MCPG/safe-output tooling) but it's specifically about prepare-pr-base — maintainer should judge if it fits [Parent] MCPG infrastructure and safe-output tooling improvements #1321 or deserves its own parent.
• debug: v0.31.1 compiler emits different YAML than committed *.lock.yml files from #861, breaking integrity check #866 (debug: v0.31.1 compiler emits different YAML / integrity check) and compile: directory argument silently no-ops instead of auto-discovering or erroring #867 (compile: directory argument silently no-ops) are bugs but lack an obvious existing parent; too few related issues to warrant a new one.
• 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) form a small recurring chore cluster — only 3 issues, below the 5-issue threshold for a new parent.
• feat: align FrontMatter fields with gh-aw schema — run-name, labels, metadata, tracker-id, source, strict #451, Allow config overrides e.g. npmrc for built ins #253, Inject runtime parameter values into the agent prompt via ado-script (sanitization at runtime, not compile time) #432 (frontmatter alignment / config overrides / runtime parameter injection) could form a "frontmatter/authoring ergonomics" epic but relationships are loose.
• 🔴 Red Team Audit — High: Shell injection via runtimes.lean.toolchain #855 (security: shell injection via runtimes.lean.toolchain) is standalone; no existing security parent.

Observations

• The backlog has good parent coverage for the two main agentic-workflow failure modes ([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). The linked sub-issues fill out those trees well.
• [Parent] Issue Arborist - Issue Group #1284 "[Parent] Issue Arborist - Issue Group" has malformed labels ([dependencies, automation]) — likely a labeling artifact from a previous run; maintainers may want to correct these.
• The [aw] failure issues have been accumulating rapidly (Bash Step Hygiene Auditor alone has 3 open failures: [aw] Bash Step Hygiene Auditor failed #1493, [aw] Bash Step Hygiene Auditor failed #1523, [aw] Bash Step Hygiene Auditor failed #1544). The [Parent] Track and resolve recurring agentic workflow execution failures (non-rate-limit) #1549 tree is growing — consider whether there's a systemic fix that would close the root cause.
• proposal: adopt Copilot sidecar (SDK-driver) execution model #1486 (proposal: Copilot sidecar execution model) and Reject unwireable cross-job provider-env macros on engine.env (follow-up to #1372) #1375 (reject unwireable cross-job provider-env macros) are standalone enhancement proposals with no obvious parent cluster.

Generated by Issue Arborist · 53.7 AIC · ⌖ 6.22 AIC · ⊞ 6K · ◷

• expires on Jul 25, 2026, 8:39 PM UTC

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A newer discussion is available at Discussion #1580.