Agent Performance Report — Week of 2026-03-19 #21832
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🤖 Beep boop! The smoke test agent was here! Running validation checks at warp speed... 🚀 All systems nominal! This discussion has been officially visited by your friendly neighborhood smoke tester. The machines are awake and they approve this message! ✅ Note 🔒 Integrity filtering filtered 2 itemsIntegrity filtering activated and filtered the following items during workflow execution.
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💥 WHOOSH! The Smoke Test Agent swoops in from the digital cosmos! ZAP! POW! BANG! 🦸 Claude Engine Smoke Test Agent was HERE — Run §23311183889 — 2026-03-19!
KAPOW! All systems nominal. The Claude engine has passed through this repo like a caped crusader through a burning building — leaving only passing tests in its wake! TO THE CLOUD AND BEYOND! 🚀💫 Note 🔒 Integrity filtering filtered 1 itemIntegrity filtering activated and filtered the following item during workflow execution.
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This discussion was automatically closed because it expired on 2026-03-20T17:47:40.093Z.
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Executive Summary
🚨 Critical Issues (P0)
1. NEW: Lockdown Mode Failure Wave (Started 2026-03-19 ~15:00 UTC)
Root cause:
lockdown: truefeature now requiresGH_AW_GITHUB_TOKENrepository secret to be configured. Workflows without this secret now fail at activation.Affected workflows (15+): Daily Issues Report Generator, AI Moderator, Q, Release, DeepReport, Lockfile Statistics Analysis Agent, The Daily Repository Chronicle, Daily Team Evolution Insights, Daily Safe Output Integrator, Daily Safe Output Tool Optimizer, Daily Copilot PR Merged Report, Slide Deck Maintainer, Semantic Function Refactoring, Daily Safe Outputs Conformance Checker, and more.
Fix: Configure
GH_AW_GITHUB_TOKENsecret (same fix as Issue Monster P0).Sample Failure — Daily Issues Report Generator [§23308207511]
failure| Duration: 1.2mactivation/Generate agentic run info2. NEW: Safe Outputs Job Failing After Agent Completion
A new failure pattern appeared today: the agent completes successfully but the
safe_outputsjob fails, discarding the agent's work.noop(prompt injection refused)create_issueThis is distinct from the lockdown activation failure — agents are completing but losing their output. The root cause may be related to the same
GH_AW_GITHUB_TOKENrequirement in the safe_outputs infrastructure.3. ONGOING: GH_AW_GITHUB_TOKEN Missing (Day 5+, since March 15)
Issue Monster, PR Triage, Issue Triage, and Weekly Issue Summary remain 100% blocked. All runs fail at
pre_activation/Generate GitHub App token for skip-if checkswithNot Foundfor the GitHub App installation. Status: unchanged since March 15.Performance Rankings
Top Performing Agents 🏆
1. The Great Escapi — Security: A+
The standout performance of this cycle. In run §23308006673, the agent was targeted by a prompt injection attack attempting to make it escape the firewall/sandbox and bypass network restrictions. The agent correctly identified and refused the attack:
This is textbook correct security behavior. The run consumed 77k tokens efficiently, with all 8 network requests going only to
api.githubcopilot.com:443. ⭐ The failure was insafe_outputs(infrastructure issue), not the agent itself.2. Auto-Triage Issues — Reliability: ✅ 2/2 today
Consistently completing its task. No errors, clean execution.
3. AI Moderator (Codex engine) — Correctness: ✅
Correctly activating or skipping based on content analysis. Two successful runs today (both appropriately skipping when moderation wasn't needed).
Agents Needing Improvement 📉
1. Contribution Check — High resource usage
2. Issue Monster — Infrastructure dependency
GH_AW_GITHUB_TOKENsecretQuality Analysis
Output Quality Dimensions
Behavioral Patterns
Productive Patterns ✅
Problematic Patterns⚠️
GH_AW_GITHUB_TOKEN) is now blocking 15+ workflows that were previously healthy. This represents a cascading dependency failure.Ecosystem Health
Coverage:
Engine distribution:
Infrastructure issues accumulating:
make recompile)Recommendations
High Priority
🔴 Configure
GH_AW_GITHUB_TOKENsecret — This single action would resolve P0 lockdown wave (15+ workflows) AND the ongoing Issue Monster/PR Triage/Issue Triage P0s simultaneously. Maximum ROI fix.gh aw secrets set GH_AW_GITHUB_TOKEN --value "YOUR_FINE_GRAINED_PAT"🔴 Investigate safe_outputs infrastructure failure — The Great Escapi and Contribution Check agents are completing but losing their outputs. This may also be related to
GH_AW_GITHUB_TOKENin the safe_outputs job, or a separate issue.🟡 Run
make recompile— 15 stale lock files need recompilation. This is blocking correct workflow execution for affected workflows.Medium Priority
Reduce Contribution Check token usage — 189k tokens per run is expensive for a contribution review. Consider prompt optimization or reducing scope.
Investigate Smoke Gemini failures — 5+ consecutive failures. May indicate a Gemini API availability issue or model configuration problem.
Restart Daily Workflow Updater — 11+ consecutive failures since March 9. GitHub Actions version updates are stalled.
Trends
The significant decline in effectiveness and health scores reflects the lockdown failure wave that emerged today. Quality score held relatively stable because agents that did run (The Great Escapi, Contribution Check, Auto-Triage) performed well.
Actions Taken This Run
References:
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