[Issue Arborist] Issue Arborist Report — 2026-07-20

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🌳 Issue Arborist Report

Issues analyzed: 54

Parent issues created

None — all clusters had existing parent issues.

Links created

Parent	Sub-issue	Reasoning
#1535 (AI-credits rate-limit failures)	#1571	[aw] Issue Arborist hit AI credits rate limit
#1535	#1551	[aw] Issue Arborist hit AI credits rate limit
#1535	#1515	[aw] Issue Arborist hit AI credits rate limit
#1535	#1492	[aw] Dependency Version Updater hit AI credits rate limit
#1549 (non-rate-limit workflow failures)	#1592	[aw] Bash Step Hygiene Auditor failed
#1549	#1585	[aw] Copilot Model List Updater reported incomplete result
#1549	#1562	[aw] Agent Documentation Maintainer failed
#1549	#1544	[aw] Bash Step Hygiene Auditor failed
#1549	#1533	[aw] Clippy Fixer failed
#1549	#1523	[aw] Bash Step Hygiene Auditor failed
#1549	#1493	[aw] Bash Step Hygiene Auditor failed
#1549	#1485	[aw] Test Gap Finder failed
#1549	#1483	[aw] Copilot Model List Updater reported incomplete result
#1283 (upstream dep release notes)	#1305	[deps-release-notes] copilot-cli
#1283	#1304	[deps-release-notes] awf
#1283	#1253	[deps-release-notes] mcpg
#1321 (MCPG infra & safe-output tooling)	#1034	MCPG docker invalid reference format bug
#1321	#945	Custom MCP container env passthrough never reaches server
#1286 (compiler internals & IR improvements)	#1378	refactor: unify AzureCLI@2 token-mint steps
#1286	#987	refactor: split agentic-pipeline shape out of standalone_ir.rs
#1286	#384	YAML generation uses manual string building in compile_gate_step_external
#1286	#1081	feat(ir): add EnvValue::RuntimeExpression variant

Total links created: 22

Suggested (not linked — for maintainer review)

• 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 for v0.38/0.37/0.36): These three are closely related chore issues but only 3 in the cluster (below the 5+ threshold for a new parent). A lightweight parent like "Track fixture recompile chores per release" could be useful.
• add-pr-comment: render inline threads as applyable single/multi-line suggestions #1103, fix(safe-outputs): add file staging to upload-workitem-attachment #381, feat: support reusable cross-repository custom safe-output jobs #1473 (safe-output tool improvements): add-pr-comment inline suggestions, upload-workitem-attachment file staging, and cross-repo custom safe-output jobs could arguably be children of [Parent] Safe-output executor E2E test coverage and tool correctness #1428 (E2E test coverage), but [Parent] Safe-output executor E2E test coverage and tool correctness #1428 is specifically about test coverage and these are feature/fix issues — maintainer should decide.
• feat: align FrontMatter fields with gh-aw schema — run-name, labels, metadata, tracker-id, source, strict #451 (align FrontMatter fields with gh-aw schema) and feat: decouple prompt body from compiled pipeline output (runtime-import approach) #237 (decouple prompt body, runtime-import) and Inject runtime parameter values into the agent prompt via ado-script (sanitization at runtime, not compile time) #432 (inject runtime params into agent prompt): these form a loose "gh-aw schema alignment / runtime prompt" cluster but the relationships aren't tight enough to link confidently.
• 🔴 Red Team Audit — High: Shell injection via runtimes.lean.toolchain #855 (shell injection via runtimes.lean.toolchain) could parent future lean-runtime security hardening issues.

Observations

• The backlog has healthy existing parent structure. The main gap is recurring [aw] workflow failure issues accumulating without being linked to their respective parent trackers ([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 [deps-release-notes] issues ([deps-release-notes] mcpg — upstream release action items #1253, [deps-release-notes] awf — upstream release action items #1304, [deps-release-notes] copilot-cli — upstream release action items #1305) were orphaned despite having a clear parent ([Parent] Track and act on upstream dependency release-note action items (awf, mcpg, copilot-cli) #1283).
• [Parent] Issue Arborist - Issue Group #1284 ("[Parent] Issue Arborist - Issue Group") appears to be an auto-generated parent from a previous run with incorrect labels — maintainer may want to review or close it.
• The recompile-fixtures chore issues (3 open) will continue to accumulate per release; a lightweight parent would keep them tidy.

Generated by Issue Arborist · 52.9 AIC · ⌖ 6.25 AIC · ⊞ 6K · ◷

• expires on Jul 27, 2026, 8:54 PM UTC

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This discussion has been marked as outdated by Issue Arborist.

A newer discussion is available at Discussion #1620.