Agent Performance Report - Week of 2026-08-19

[github-actions[bot]]

Executive Summary

• Agents analyzed (top by volume): PR Sous Chef, Ponytail Reviewer, Design Decision Gate 🏗️, PR Code Quality Reviewer, Impeccable Skills Reviewer, Matt Pocock Skills Reviewer, Test Quality Sentinel, Issue Monster, Avenger, Contribution Check
• Data source: metrics/latest.json (partial 24h window, 62 workflows) + live gh run/comment checks for the three prompt-improvement candidates
• Overall status: No P0 issues. The previously flagged "CLI hang-on-exit" cluster (Matt Pocock / Impeccable / PR Code Quality Reviewer / Test Quality Sentinel) appears resolved — all four now show 100% success in metrics/latest.json (12/12, 11/11, 12/12, 11/11 runs) and in live gh run list history (mostly success, isolated action_required = GH permission gate, not agent failure).

Redesign-vs-Deprecation Candidate Review

Per standing instruction, evaluated Matt Pocock Skills Reviewer, Impeccable Skills Reviewer, and Design Decision Gate as explicit candidates.

Agent	Runs (24h)	Success rate	Prompt structure	Verdict
Matt Pocock Skills Reviewer	11	100% (metrics)	Has explicit Success Criteria section, fallback heuristic for triage failure, progressive-disclosure comment format, noop-on-nothing-to-say rule	Keep — no redesign needed now
Impeccable Skills Reviewer	12	100% (metrics)	Has Success Criteria, pre-fetch existence check with explicit noop fallback, clear REQUEST_CHANGES/COMMENT/APPROVE decision rule	Keep — no redesign needed now
Design Decision Gate 🏗️	13	100% (metrics)	Has turn-budget allocation, mandatory stopping criteria, mandatory efficiency rules, gate quality bar section	Keep — no redesign needed now

Live comment sample (2026-08-19, PR #53991): Design Decision Gate correctly no-op'd ADR enforcement with a specific numeric justification ("4 new lines of code... threshold: 100"); Matt Pocock posted a completion footer with no filler praise. Both outputs are concise and actionable — consistent with their noop-over-generic-praise success criteria.

Historical context: shared-alerts.md/workflow-health-latest.md (dated Jul 8) show these three at 100% AR from a CLI hang-on-exit bug, with fix PR #44254. Current live data (Aug 19) shows recovery — the fix appears to have landed and stuck. No regression signal (quality/effectiveness drop >10%, PR rejection increase >15%, runtime regression >20%) detected against the historical baseline.

Key Findings

1. No agents currently meet the "bottom 10 by quality score" audit trigger with fresh data — the agent-performance-latest.md/shared-alerts.md snapshots in memory are stale (dated Jul 8), and current live gh data for the three explicitly-tracked redesign candidates shows healthy, recovered behavior. Re-running the prompt-deficiency audit on stale Jul 8 data would misclassify already-fixed agents.
2. Metrics collection is still "partial" (collection_status: partial in metrics/latest.json, only ~10h window covered, typed safe-output breakdown unavailable) — this limits confidence in effectiveness/merge-rate scoring this run.
3. No new CI-approval-pending vs. agentic-AR conflation observed in the sampled window.

Recommendations

Medium Priority

1. Fix Metrics Collector data staleness/partial-window issue so quality/effectiveness scores can be computed from a full 24h window with typed safe-output breakdown (issues/PRs/comments split) — this is a prerequisite for a reliable bottom-10 prompt audit next run.
2. Refresh agent-performance-latest.md and shared-alerts.md (currently dated Jul 8) each run so downstream orchestrators (Campaign Manager, Workflow Health Manager) aren't coordinating off six-week-old snapshots.

Next Steps

1. Re-run full bottom-10 prompt-deficiency audit once Metrics Collector produces a complete, typed daily snapshot.
2. Continue monitoring Matt Pocock / Impeccable / Design Decision Gate for regression against this run's 100%-success baseline.
3. No new issues filed this run — no critical/systemic problems found beyond the known metrics-collection gap already tracked ([aw] Metrics Collector failed #43292).

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Analysis period: 2026-08-18 to 2026-08-19 (partial 24h metrics window)
Next report: 2026-08-26

Generated by ⚡ Agent Performance Analyzer - Meta-Orchestrator · auto · 50.1 AIC · ⌖ 18.1 AIC · ⊞ 16.8K · ◷

• expires on Aug 20, 2026, 5:04 AM UTC-08:00

[github-actions[bot]]

This discussion was automatically closed because it expired on 2026-08-20T13:04:19.855Z.

Closed by Workflow