[Issue Arborist] Issue Arborist Report — 2026-07-19

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🌳 Issue Arborist Report

Issues analyzed: 53

Parent issues created

None this run — existing parents adequately cover all clusters.

Links created

Parent	Sub-issue	Reasoning
#1535 (rate-limit failures)	#1571	Issue Arborist rate-limit failure — same pattern as existing sub-issues
#1535 (rate-limit failures)	#1492	Dependency Version Updater rate-limit failure
#1535 (rate-limit failures)	#1478	Dependency Version Updater rate-limit failure
#1549 (non-rate-limit failures)	#1493	Bash Step Hygiene Auditor failed — code push failure
#1549 (non-rate-limit failures)	#1485	Test Gap Finder failed
#1549 (non-rate-limit failures)	#1483	Copilot Model List Updater reported incomplete result

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 — three "chore(workflows): recompile safe-output fixtures" issues (v0.36–v0.38). Only 3, below the 5-issue threshold for a new parent, but a mini-cluster worth tracking. Could go under a new "recompile fixtures tracking" parent if this pattern recurs.
• feat: built-in PR context precomputation for PR-triggered agents #860 — "feat: built-in PR context precomputation" could be a sub-issue of [Parent] Compiler internals and pipeline generation improvements (IR types, YAML gen, prompt decoupling) #1286 (compiler internals), but it reads as a standalone feature request and may already be substantially implemented (exec-context contributors exist in source). Maintainer should confirm.
• proposal: adopt Copilot sidecar (SDK-driver) execution model #1486 — "proposal: adopt Copilot sidecar execution model" is a broad architectural proposal. Consider creating a parent once concrete sub-tasks are identified.

Observations

• The backlog is well-organized. All four major existing parents ([Parent] Track and act on upstream dependency release-note action items (awf, mcpg, copilot-cli) #1283 deps, [Parent] Compiler internals and pipeline generation improvements (IR types, YAML gen, prompt decoupling) #1286 compiler internals, [Parent] MCPG infrastructure and safe-output tooling improvements #1321 MCPG, [Parent] Safe-output executor E2E test coverage and tool correctness #1428 safe-output E2E) already had their open issues correctly linked.
• The main gap was newly filed agentic workflow failure issues ([aw] Copilot Model List Updater reported incomplete result #1483, [aw] Test Gap Finder failed #1485, [aw] Bash Step Hygiene Auditor failed #1493 for [Parent] Track and resolve recurring agentic workflow execution failures (non-rate-limit) #1549; [aw] Dependency Version Updater hit AI credits rate limit #1478, [aw] Dependency Version Updater hit AI credits rate limit #1492, [aw] Issue Arborist hit AI credits rate limit #1571 for [Parent] Track and resolve recurring AI-credits rate-limit failures in scheduled agentic workflows #1535) that hadn't been linked yet.
• [Parent] Issue Arborist - Issue Group #1284 appears to be a duplicate/stale parent of [Parent] Track and act on upstream dependency release-note action items (awf, mcpg, copilot-cli) #1283 — may be worth closing.
• [aw] No-Op Runs #13 ("No-Op Runs") and [aw] Detection Runs #793 ("Detection Runs") appear to be pipeline run archives, not actionable issues.

Generated by Issue Arborist · 34.7 AIC · ⌖ 5.9 AIC · ⊞ 6K · ◷

• expires on Jul 26, 2026, 8:37 PM UTC

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