[Issue Arborist] Issue Arborist Report — 2026-07-02

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🌳 Issue Arborist Report

Issues analyzed: 44

Parent issues created

Parent	Theme	Sub-issues	Reasoning
#1321	MCPG infrastructure and safe-output tooling improvements	#1034, #945, #621, #254, #1103, #381, #471	7 open issues spanning MCP Gateway container wiring bugs and safe-output tool defects — both are the agent tooling layer and no parent existed.

Links created

Parent	Sub-issue	Reasoning
#1285	#1320	"[aw] Docs Writer hit AI credits rate limit" is a new recurring agentic workflow failure incident, same pattern as the issues already tracked under this parent.
#1285	#1308	"[aw] Deps Release-Notes Consolidator hit AI credits rate limit" — same pattern.
#1283	#1304	"[deps-release-notes] awf — upstream release action items" is a new auto-generated deps-release-notes issue, directly matching #1283's tracking scope.
#1283	#1305	"[deps-release-notes] copilot-cli — upstream release action items" — same.
#1286	#1192	"docs(site): refresh IR typed-helper docs to builder-struct API" is a follow-on docs issue for the IR typed-task builder refactor tracked in #1286; it belongs in the compiler-internals parent.

Suggested (not linked — for maintainer review)

• feat: built-in PR context precomputation for PR-triggered agents #860 ("feat: built-in PR context precomputation") could become a sub-issue of [Parent] Compiler internals and pipeline generation improvements (IR types, YAML gen, prompt decoupling) #1286 or get its own parent once the execution-context contributor work (already shipped per AGENTS.md) has related follow-ups — not linked as scope is distinct from the current IR/YAML/prompt-decoupling framing.
• feat: align FrontMatter fields with gh-aw schema — run-name, labels, metadata, tracker-id, source, strict #451 ("feat: align FrontMatter fields with gh-aw schema") could be a peer of [Parent] Compiler internals and pipeline generation improvements (IR types, YAML gen, prompt decoupling) #1286 or seed its own parent if more gh-aw alignment issues accumulate.
• 🔴 Red Team Audit — High: Shell injection via runtimes.lean.toolchain #855 ("🔴 Red Team Audit — Shell injection via runtimes.lean.toolchain") is an isolated security finding; no parent, and it's the only open security issue, so no parent needed yet.
• 🧪 Test gap analysis — 3 gaps found in compile/job, compile/stage, and update_check #647 ("🧪 Test gap analysis") and any future test-gap issues could eventually warrant a testing/coverage parent once 5+ exist.
• [aw] Detection Runs #793 ("[aw] Detection Runs") and [aw] No-Op Runs #13 ("[aw] No-Op Runs") are permanent tracking issues (not failure incidents) — not a fit for [Parent] Recurring agentic workflow failure incidents (docs-freshness, dependency-updater rate-limit, test-gap-finder) #1285.
• [Parent] Issue Arborist - Issue Group #1284 ("[Parent] Issue Arborist - Issue Group") already has [Parent] Track and act on upstream dependency release-note action items (awf, mcpg, copilot-cli) #1283, [Parent] Recurring agentic workflow failure incidents (docs-freshness, dependency-updater rate-limit, test-gap-finder) #1285, and [Parent] Compiler internals and pipeline generation improvements (IR types, YAML gen, prompt decoupling) #1286 as sub-issues; the new MCPG/safe-outputs parent ([Parent] MCPG infrastructure and safe-output tooling improvements #1321) could be linked here too if maintainers want a single root for all Issue Arborist-created parents.

Observations

• The backlog has good parent coverage for its three main recurring patterns (agentic-workflow failures, upstream deps release-notes, compiler internals). The main gap was the agent tooling layer (MCPG + safe-outputs), now addressed.
• Three "recompile safe-output fixtures" chores (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) are open but total only 3 — not enough for a new parent. Worth tracking whether a fourth appears.
• Several standalone feature requests (Feature request: first-class TLA+ / TLC (Java) runtime support #1222 TLA+ runtime, Allow config overrides e.g. npmrc for built ins #253 config overrides, [agent-issue]: Add fetch-tags (and shallow fetch-depth) tuning to the auto-generated checkout: self step #1318 fetch-tags checkout tuning, [agent-issue]: Support GitHub App service connections for Copilot engine auth #1316 GitHub App engine auth) don't cluster tightly enough to justify a parent today.

Generated by Issue Arborist · 61.8 AIC · ⌖ 6.99 AIC · ⊞ 6K · ◷

• expires on Jul 9, 2026, 8:51 PM UTC

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This discussion has been marked as outdated by Issue Arborist.

A newer discussion is available at Discussion #1340.