[Issue Arborist] Issue Arborist Run Summary

[github-actions[bot]]

🌳 Issue Arborist Report

Issues analyzed: 71

Parent issues created

None this run — all identified clusters had an existing parent issue to attach to.

Links created

Parent	Sub-issue	Reasoning
#1649	#1486	Sidecar (SDK-driver) execution model is an agent-invocation improvement matching the parent's scope
#1649	#860	Built-in PR context precomputation is execution-context surfacing per parent scope
#1649	#432	Runtime parameter injection into agent prompt is a runtime-assembly enhancement
#1649	#237	Decoupling prompt body from compiled output is a prompt-assembly enhancement
#1649	#1375	Rejecting unwireable cross-job provider-env macros is an agent-invocation/env-wiring enhancement
#1286	#1081	EnvValue::RuntimeExpression IR addition matches "IR types" theme in parent table
#1286	#987	Splitting agentic-pipeline shape out of standalone_ir.rs matches "Compile structure" theme
#1286	#384	Replacing manual string building in compile_gate_step_external matches "YAML generation" theme
#1321	#1034	MCPG docker invalid-reference bug is explicitly named in parent's MCPG infrastructure list
#1321	#621	MCPG image-pull failure is MCPG infrastructure per parent scope
#1321	#254	Surfacing MCPG backend failures in logs is MCPG infrastructure per parent scope
#1428	#1103	add-pr-comment inline-suggestion rendering explicitly named in parent's related-issues list
#1428	#381	upload-workitem-attachment file-staging fix explicitly named in parent's related-issues list
#1428	#471	upload-pipeline-artifact access-denied bug explicitly named in parent's related-issues list
#1535	#2227	New "Issue Triage hit engine rate limit (HTTP 429)" report matches parent's AI-credits rate-limit theme exactly
#1549	#2257	"[aw] Cyclomatic Complexity Reducer failed" — recurring non-rate-limit workflow failure
#1549	#2255	"[aw] Issue Triage failed" — recurring non-rate-limit workflow failure
#1549	#2251	"[aw] Issue Triage failed" — recurring non-rate-limit workflow failure
#1549	#2249	"[aw] Failed jobs: Dependency Version Updater" — recurring non-rate-limit workflow failure
#1549	#2248	"[aw] Issue Triage produced no safe outputs" — recurring non-rate-limit workflow failure
#1549	#2242	"[aw] Issue Triage failed" — recurring non-rate-limit workflow failure
#1549	#2235	"[aw] Issue Triage failed" — recurring non-rate-limit workflow failure
#1549	#2224	"[aw] Issue Triage failed" — recurring non-rate-limit workflow failure
#1549	#2218	"[aw] Cyclomatic Complexity Reducer failed" — recurring non-rate-limit workflow failure
#1283	#2252	"awf — upstream release action items" matches parent's dependency-tracking scope
#1283	#2230	"awf — upstream release action items" matches parent's dependency-tracking scope
#1283	#2232	"copilot-cli — upstream release action items" matches parent's dependency-tracking scope
#1283	#2040	"mcpg — upstream release action items" matches parent's dependency-tracking scope
#2076	#2067	Explicitly named sub-item in parent's own follow-up list (hoisting deterministic work)
#2076	#2068	Explicitly named sub-item in parent's own follow-up list (strict raw-YAML fragment validation)

Note: hit the run's 30-link cap after the above. #2069 and #2071 are also explicitly named in #2076's own body as follow-up sub-items but could not be linked this run (also see Suggested below).

Suggested (not linked — for maintainer review)

• [Parent] Track self-optimization design follow-ups (extracted from #1061) #2076 ← Add preview-only self-optimization safe output #2069, Ground optimization proposals in recorded telemetry #2070, Preserve comments when updating workflow front matter #2071: explicitly listed in [Parent] Track self-optimization design follow-ups (extracted from #1061) #2076's body as the remaining follow-up items ("preview-only self-optimization safe output", "telemetry-grounded verification", "comment-preserving front-matter editor"). Not linked this run only due to hitting the 30-link cap — safe to link in a follow-up run.
• [deps-release-notes] awf — upstream release action items #2252 vs [deps-release-notes] awf — upstream release action items #2230: both titled "[deps-release-notes] awf — upstream release action items" (created 9/23 and 9/27 respectively). These may be duplicate rolling-tracker issues rather than distinct sub-issues of [Parent] Track and act on upstream dependency release-note action items (awf, mcpg, copilot-cli) #1283 — worth a maintainer look to see if one should be closed in favor of the other, independent of the linking done here.
• [agent-issue]: Mirror gh-aw's runtime model controls in ado-aw #2245 vs [aw]: Allow engine.model to be driven by an ADO pipeline variable / variable group #2035: [agent-issue]: Mirror gh-aw's runtime model controls in ado-aw #2245 ("mirror gh-aw's runtime model controls") appears to largely restate [aw]: Allow engine.model to be driven by an ADO pipeline variable / variable group #2035 ("allow engine.model to be driven by a pipeline variable"), just with an added threat-detection-model angle. Possible duplicate/overlap, not linked because neither is clearly the broader parent.
• [agent-issue]: support declarative Azure DevOps pipeline variables in workflow source #2012 (declarative ADO pipeline variables: support) and [agent-issue]: Agents cannot supply work-item fields; custom-fields is compile-time only, so runtime-computed values never reach ADO #2044 (runtime-computed work-item custom-fields) share a "runtime-computed values can't reach compile-time-only config" root theme but are different subsystems (pipeline variables vs. work-item fields) — flagged as related but not linked given the differing surface area.

Observations

• The backlog already has good parent-issue scaffolding ([Parent] Track agent runtime and execution pipeline improvements #1649, [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 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 and act on upstream dependency release-note action items (awf, mcpg, copilot-cli) #1283, [Parent] Track self-optimization design follow-ups (extracted from #1061) #2076) from prior Arborist runs; most of this run's work was attaching newly-filed issues to those existing umbrellas rather than creating new ones.
• The [aw] auto-filed failure reports (Issue Triage failed, Cyclomatic Complexity Reducer failed, etc.) continue to accumulate steadily — [Parent] Track and resolve recurring agentic workflow execution failures (non-rate-limit) #1549 now has 17 linked sub-issues total across two runs, suggesting the underlying copilot engine "terminated unexpectedly" / "permission denied" failures are still unresolved at the tooling level.
• No new 5+ orphan clusters without an existing parent were found this run — all qualifying clusters already had an umbrella issue.

Generated by Issue Arborist · auto · 108.9 AIC · ⌖ 1.84 AIC · ⊞ 8.6K · ◷

• expires on Oct 5, 2026, 8:44 PM UTC

[github-actions[bot]]

This discussion has been marked as outdated by Issue Arborist.

A newer discussion is available at Discussion #2266.