[Issue Arborist] 🌳 Issue Arborist Report — 18 links across 4 clusters

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Issues analyzed: 63

Parent issues created

None this run — no orphan cluster of 5+ related issues lacked an existing parent.

Links created

Parent	Sub-issue	Reasoning
#1535	#1744	"Issue Arborist hit AI credits rate limit" — matches parent theme (recurring AI-credits rate-limit failures)
#1535	#1723	Same rate-limit failure pattern
#1535	#1692	Same rate-limit failure pattern
#1535	#1678	Same rate-limit failure pattern
#1535	#1665	Same rate-limit failure pattern
#1535	#1711	"Rust PR Reviewer hit AI credits rate limit" — same rate-limit failure pattern
#1549	#1709	"Bash Step Hygiene Auditor failed" — non-rate-limit recurring execution failure, matches parent theme
#1549	#1686	Same non-rate-limit failure pattern
#1549	#1661	Same non-rate-limit failure pattern
#1549	#1761	"Copilot Model List Updater reported incomplete result" — non-rate-limit execution failure
#1549	#1680	Same incomplete-result failure pattern
#1549	#1741	"Test Reducer produced no safe outputs" — non-rate-limit execution failure
#1283	#1304	"[deps-release-notes] awf — upstream release action items" — matches parent theme (dependency release-note action items)
#1283	#1305	Same dependency release-note theme (copilot-cli)
#1283	#1253	Same dependency release-note theme (mcpg)
#1286	#987	"split agentic-pipeline shape out of standalone_ir.rs" — compiler internals/IR refactor, matches parent theme
#1286	#384	"YAML generation uses manual string building" — compiler internals/YAML gen, matches parent theme
#1286	#1081	"add EnvValue::RuntimeExpression variant" — IR type improvement, matches parent theme
#1286	#1375	"Reject unwireable cross-job provider-env macros on engine.env" — compiler/IR follow-up, matches parent theme
#1286	#237	"decouple prompt body from compiled pipeline output" — prompt decoupling, matches parent theme explicitly

Suggested (not linked — for maintainer review)

• chore(workflows): recompile safe-output fixtures with ado-aw v0.36.0 #1027, chore(workflows): recompile safe-output fixtures with ado-aw v0.37.0 #1041, chore(workflows): recompile safe-output fixtures with ado-aw v0.38.0 #1156 ("chore(workflows): recompile safe-output fixtures with vX.Y.Z") form a recurring release-chore cluster (3 issues, below the 5+ threshold) — could become sub-issues of a future "recompile fixtures on release" tracker if more accumulate.
• Proxy Stage 1 Azure DevOps reads without exposing SC_READ_TOKEN #1652 ("Proxy Stage 1 Azure DevOps reads without exposing SC_READ_TOKEN") and debug: permissions.read token is not exported to Azure CLI in Agent sandbox #1717 ("permissions.read token is not exported to Azure CLI in Agent sandbox") both concern token/permission plumbing into the Agent sandbox — plausibly related but scope/direction differ enough that I did not link them without more detail.
• [agent-issue]: Port gh-aw's set-issue-type safe output to ado-aw (native GitHub Issue Types) #1621 ("Port gh-aw's set-issue-type safe output") and feat: align FrontMatter fields with gh-aw schema — run-name, labels, metadata, tracker-id, source, strict #451 ("align FrontMatter fields with gh-aw schema") both track gh-aw parity gaps but are independent features, not parent/child.
• [Parent] Issue Arborist - Issue Group #1284 is itself titled "[Parent] Issue Arborist - Issue Group" with malformed labels ("[dependencies", "automation]") — looks like a leftover/mis-created parent from a prior Arborist run; may be worth maintainer cleanup rather than reuse.

Observations

• The backlog has four active [Parent] tracking issues ([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] 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 agent runtime and execution pipeline improvements #1649, [Parent] Track and act on upstream dependency release-note action items (awf, mcpg, copilot-cli) #1283) that are being used well as ongoing epics for recurring automation failures, MCPG/tooling, and compiler internals — several open issues were unlinked orphans that clearly belonged under them.
• A large fraction (~25%) of open issues are auto-filed [aw]/[agent-issue]/automation failure reports from the repo's own dogfooded workflows (rate-limit hits, incomplete results, failed runs) — the two rate-limit/non-rate-limit parent issues are doing useful triage work consolidating these.
• No new 5+ orphan cluster without an existing parent was found this run; all clearly-clustered groups already had a home.

Generated by Issue Arborist · aut00 · 32.1 AIC · ⌖ 5.53 AIC · ⊞ 9.2K · ◷

• expires on Aug 7, 2026, 8:53 PM UTC

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A newer discussion is available at Discussion #1776.