[Issue Arborist] Issue Arborist Run — 65 open issues analyzed, 30 links created

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🌳 Issue Arborist Report

Issues analyzed: 65 (pre-fetched open, non-sub-issue set)

Parent issues created

None this run — all confident matches were existing parent umbrellas already present in the backlog, so no new parents were needed. (Hit the 30 sub-issue link cap before any new-parent candidates could be evaluated further.)

Links created

Parent	Sub-issue	Reasoning
#1535	#1765	"Issue Arborist hit AI credits rate limit" — same recurring rate-limit theme as parent
#1535	#1744	Same
#1535	#1723	Same
#1535	#1692	Same
#1535	#1678	Same
#1535	#1711	"Rust PR Reviewer hit AI credits rate limit" — same rate-limit root cause
#1549	#1771	"Clippy Fixer failed" — non-rate-limit workflow execution failure
#1549	#1767	"Issue Triage is missing required data" — non-rate-limit workflow failure
#1549	#1761	"Copilot Model List Updater reported incomplete result" — same theme
#1549	#1741	"Test Reducer produced no safe outputs" — same theme
#1549	#1709	"Bash Step Hygiene Auditor failed" — same theme
#1549	#1686	"Bash Step Hygiene Auditor failed" — same theme
#1549	#1680	"Copilot Model List Updater reported incomplete result" — same theme
#1283	#1304	[deps-release-notes] awf — matches parent's dependency release-note umbrella
#1283	#1305	[deps-release-notes] copilot-cli — same
#1283	#1253	[deps-release-notes] mcpg — same
#1321	#1034	MCPG docker invalid-reference bug — explicitly named in parent body
#1321	#945	Custom MCP container env passthrough bug — explicitly named in parent body
#1321	#621	Noop smoke pipeline MCPG pull failure — explicitly named in parent body
#1321	#254	Surface MCPG backend failures — explicitly named in parent body
#1428	#1103	add-pr-comment inline suggestions — explicitly named in parent body
#1428	#381	upload-workitem-attachment file staging — explicitly named in parent body
#1428	#471	upload-pipeline-artifact access-denied bug — explicitly named in parent body
#1286	#1081	EnvValue::RuntimeExpression IR addition — explicitly named in parent body
#1286	#987	Split agentic-pipeline shape from standalone_ir.rs — explicitly named in parent body
#1286	#384	Manual YAML string building in compile_gate_step_external — explicitly named in parent body
#1286	#237	Decouple prompt body from compiled output — explicitly named in parent body
#1286	#432	Inject runtime params via ado-script — explicitly named in parent body
#1649	#1486	Copilot sidecar execution model — explicitly named in parent body
#1649	#1375	Reject unwireable cross-job provider-env macros — explicitly named in parent body

Reached the 30-sub-issue-link cap for this run at this point.

Suggested (not linked — for maintainer review)

• debug: permissions.read token is not exported to Azure CLI in Agent sandbox #1717 "permissions.read token not exported to Azure CLI" could plausibly belong under [Parent] MCPG infrastructure and safe-output tooling improvements #1321 (MCPG/tooling) or a security-focused parent, but scope wasn't unambiguous enough to link without more investigation.
• Proxy Stage 1 Azure DevOps reads without exposing SC_READ_TOKEN #1652 "Proxy Stage 1 Azure DevOps reads without exposing SC_READ_TOKEN" and 🔴 Red Team Audit — High: Shell injection via runtimes.lean.toolchain #855 "Shell injection via runtimes.lean.toolchain" share a security theme but don't yet form a 5+ cluster with an existing parent.
• [agent-issue]: Port gh-aw's set-issue-type safe output to ado-aw (native GitHub Issue Types) #1621, feat: allow enable to target individual pipeline files #1634, feat: align FrontMatter fields with gh-aw schema — run-name, labels, metadata, tracker-id, source, strict #451 are all frontmatter/schema/CLI enhancement requests that could form a future cluster once more accumulate.
• docs: conclusion job token reference omits SC_WRITE_TOKEN #1766 "docs: conclusion job token reference omits SC_WRITE_TOKEN" is a small docs fix without an obvious existing parent.

Observations

• The backlog already has 7 active parent umbrellas ([Parent] Issue Arborist - Issue Group #1284, [Parent] Compiler internals and pipeline generation improvements (IR types, YAML gen, prompt decoupling) #1286, [Parent] MCPG infrastructure and safe-output tooling improvements #1321, [Parent] Track and act on upstream dependency release-note action items (awf, mcpg, copilot-cli) #1283, [Parent] Safe-output executor E2E test coverage and tool correctness #1428, [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] Track agent runtime and execution pipeline improvements #1649) doing a good job absorbing recurring [aw] failure reports and thematic clusters — most new candidate issues matched one of these directly rather than needing new parents.
• Recurring automated [aw] failure/incomplete-result issues (rate-limit and non-rate-limit) continue to be the largest volume source; the two existing catch-all parents ([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) are working as intended.
• No new 5+ orphan cluster without any existing parent was found this run, so the 3-parent creation budget was unused.

Generated by Issue Arborist · aut00 · 39.1 AIC · ⌖ 8.32 AIC · ⊞ 9.2K · ◷

• expires on Aug 8, 2026, 8:40 PM UTC

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This discussion has been marked as outdated by Issue Arborist.

A newer discussion is available at Discussion #1782.