[Issue Arborist] Issue Arborist Report — 2026-07-22

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🌳 Issue Arborist Report

Issues analyzed: 54

Parent issues created

None — no orphan cluster of 5+ unparented related issues found.

Links created

Parent	Sub-issue	Reasoning
#1549 (recurring non-rate-limit failures)	#1627 [aw] Bash Step Hygiene Auditor failed	Directly matches the parent theme; all other [aw] failure issues were already linked.

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 (chore: recompile safe-output fixtures): Three periodic fixture-recompile chores. Not linked (only 3, below the 5+ threshold), but a parent issue like "Track safe-output fixture recompilation cadence" could be useful if this pattern continues.
• feat: built-in PR context precomputation for PR-triggered agents #860 (built-in PR context precomputation): Could be a child of [Parent] Compiler internals and pipeline generation improvements (IR types, YAML gen, prompt decoupling) #1286 (compiler internals), but it's a larger feature-level issue — relationship is ambiguous without confirming scope.
• [agent-issue]: Port gh-aw's set-issue-type safe output to ado-aw (native GitHub Issue Types) #1621 (port gh-aw set-issue-type safe output): Standalone feature request; no clear parent among open issues.
• proposal: adopt Copilot sidecar (SDK-driver) execution model #1486 (Copilot sidecar SDK-driver model): Large proposal with no obvious parent cluster yet.
• [aw] Detection Runs #793 ([aw] Detection Runs) and [aw] No-Op Runs #13 ([aw] No-Op Runs): Appear to be long-running operational tracking issues; not obviously sub-issues of anything open.

Observations

• Existing parent structure is in good shape — all major clusters ([Parent] Track and resolve recurring agentic workflow execution failures (non-rate-limit) #1549, [Parent] Track and resolve recurring AI-credits rate-limit failures in scheduled agentic workflows #1535, [Parent] Track and act on upstream dependency release-note action items (awf, mcpg, copilot-cli) #1283, [Parent] MCPG infrastructure and safe-output tooling improvements #1321, [Parent] Compiler internals and pipeline generation improvements (IR types, YAML gen, prompt decoupling) #1286, [Parent] Safe-output executor E2E test coverage and tool correctness #1428) are well-populated with sub-issues, and most matching issues from the current batch were already linked.
• The main backlog gap is a handful of isolated feature requests (Feature request: first-class TLA+ / TLC (Java) runtime support #1222 TLA+ runtime, feat: align FrontMatter fields with gh-aw schema — run-name, labels, metadata, tracker-id, source, strict #451 gh-aw schema alignment, Allow config overrides e.g. npmrc for built ins #253 config overrides) that don't yet have parent epics — each is a single issue with no cluster peers in the current open set.
• Rate-limit failures ([aw] Issue Arborist hit AI credits rate limit #1598, [aw] Issue Arborist hit AI credits rate limit #1571, [aw] Issue Arborist hit AI credits rate limit #1551) are already fully tracked under [Parent] Track and resolve recurring AI-credits rate-limit failures in scheduled agentic workflows #1535.

Generated by Issue Arborist · 28.3 AIC · ⌖ 5.82 AIC · ⊞ 6.1K · ◷

• expires on Jul 29, 2026, 8:46 PM UTC

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This discussion has been marked as outdated by Issue Arborist.

A newer discussion is available at Discussion #1650.