Agent Performance Report — 2026-07-30

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Executive Summary

• Data quality caveat: metrics/latest.json is stale (last successful collection: 2026-01-18, status partial, no GitHub API access at collection time). The Metrics Collector agent itself has been failing (see #43292 in prior shared-alerts, "DO NOT RE-FILE"). Full quantitative quality/effectiveness scoring for the ecosystem could not be refreshed this run; findings below rely on direct gh queries against live run history instead.
• Live sample: last 100 workflow runs as of this run — 31 success, 34 action_required (AR), 18 skipped, 12 in_progress, 2 failure, 2 queued, 1 cancelled.
• Headline finding: the three agents flagged repeatedly in prior memory as a "100% AR / CLI hang-on-exit" cluster — Matt Pocock Skills Reviewer, Impeccable Skills Reviewer, Design Decision Gate — are no longer at 100% AR. The root-cause fix, PR #44254 (reduce post-completion idle watchdog / cleanup timeout in copilot_sdk_session.cjs), merged 2026-07-08 and resolved the hang. Current 15-run samples:
  • Matt Pocock Skills Reviewer: 10 success / 4 action_required / 1 in_progress
  • Impeccable Skills Reviewer: 10 success / 4 action_required
  • Design Decision Gate 🏗️: 9 success / 4 action_required / 2 failure

Root cause of remaining "action_required" on these three agents

Inspected run 30546047365 (Matt Pocock) and its triggering PR: the PR (#49137) was authored by app/copilot-swe-agent (a bot). GitHub's Actions permission gate requires manual approval before workflow runs execute for first-time/bot-originated pull request contributions — this is a CI approval-pending condition, not an agentic activation-refused failure or a regression of the prior CLI-hang bug. Per the CI-vs-agentic distinction in this workflow's operating instructions, this must not be counted as agent quality failure.

Recommendation: approve pending Copilot-bot workflow runs at the org/PR level to unblock these reviewers; no further prompt or engine changes needed for these three agents at this time. Prior "deprecation candidate" / "redesign candidate" labeling for Matt Pocock and Impeccable in older shared-alerts is now stale and should be retired from shared-alerts.md — the underlying bug (#44254) is fixed.

Bottom-10 prompt audit — not performed this run

A full bottom-10-by-quality-score audit requires the historical AgentDB-backed quality/effectiveness time series from Metrics Collector, which has not produced fresh data since 2026-01-18. Recommend the Workflow Health Manager or a maintainer prioritize restoring Metrics Collector (persistent engine failure, issue referenced as #43292 in prior cycles) before the next Agent Performance Analyzer run, so quality-score-driven prompt-deficiency audits can resume.

Other live-sample observations (informational, not new issues — matches persistent "DO NOT RE-FILE" list from prior cycles)

• Q workflow, Agentic Commands, Deployment Incident Monitor, AI Moderator, CGO, CWI, Label Closed PRs, PR Description Updater continue to show elevated AR/skip rates consistent with previously filed, still-open issues. No new issues filed for these.

Actions Taken This Run

• Verified via live GitHub API/PR inspection that the previously reported "100% AR / CLI hang" cluster (Matt Pocock, Impeccable, Design Decision Gate) is resolved and current AR instances are CI-approval-gate related, not agent defects.
• No new issues filed (existing tracked issues cover current gaps; metrics staleness is the primary blocker for deeper analysis).
• Recommend correcting stale "deprecation candidate" framing in shared memory for Matt Pocock/Impeccable.

Next Steps

1. Restore Metrics Collector data pipeline to re-enable quantitative bottom-10 quality audits.
2. Approve queued Copilot-bot PR workflow runs (CI gate) to clear residual AR on PR-review agents.
3. Update shared-alerts.md / agent-performance-latest.md to remove outdated deprecation-candidate language for Matt Pocock and Impeccable Skills Reviewer now that fix: reduce post-completion idle watchdog and add cleanup timeouts to prevent Copilot CLI hang on exit #44254 is merged and confirmed effective.

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Analysis period: this run only (live gh queries); historical trend data unavailable due to stale metrics collector.

Generated by ⚡ Agent Performance Analyzer - Meta-Orchestrator · auto · 70.4 AIC · ⊞ 16.9K · ◷

• expires on Jul 31, 2026, 5:25 AM UTC-08:00

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This discussion was automatically closed because it expired on 2026-07-31T13:25:46.681Z.

Closed by Workflow