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[agentic-token-audit] Daily AIC Usage Audit 2026-10-02 #65000
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Description
📊 Executive Summary
- Period: latest 100 completed runs (2026-10-02 06:52 UTC to 2026-10-02 11:30 UTC; date 2026-10-02)
- Total runs: 100
- Total AIC: 2931.41
- Total Actions minutes: 967.0 min
- Active workflows: 50
🏆 Top 5 Workflows by AIC Usage
| Workflow | Runs | Total AIC | Avg AIC | Errors |
|---|---|---|---|---|
| Impeccable Skills Reviewer | 4 | 402.00 | 100.50 | 1 |
| Matt Pocock Skills Reviewer | 5 | 389.01 | 77.80 | 0 |
| Instructions Janitor | 1 | 328.79 | 328.79 | 0 |
| Copilot Session Insights | 1 | 216.70 | 216.70 | 0 |
| PR Code Quality Reviewer | 5 | 193.09 | 38.62 | 1 |
📈 Trends
Daily AIC has fallen for several days: 5174.6 → 4076.6 (09-29) → 4276.7 (09-30) → 3236.3 (10-01) → 2931.4 (10-02). Today's window is partial (100 runs capped), so the drop may partly reflect collection limits. Only 40 of 75 historical entries carry AIC; older ones use legacy token fields and are excluded from the chart.
Full Per-Workflow Breakdown
| Workflow | Runs | Total AIC | Avg AIC | Errors |
|---|---|---|---|---|
| Impeccable Skills Reviewer | 4 | 402.00 | 100.50 | 1 |
| Matt Pocock Skills Reviewer | 5 | 389.01 | 77.80 | 0 |
| Instructions Janitor | 1 | 328.79 | 328.79 | 0 |
| Copilot Session Insights | 1 | 216.70 | 216.70 | 0 |
| PR Code Quality Reviewer | 5 | 193.09 | 38.62 | 1 |
| Go Fan | 1 | 193.01 | 193.01 | 0 |
| Daily Rendering Scripts Verifier | 1 | 188.69 | 188.69 | 1 |
| Daily AW Cross-Repo Compile Check | 1 | 148.44 | 148.44 | 0 |
| PR Sous Chef | 12 | 143.29 | 11.94 | 2 |
| Copilot Agent Prompt Clustering Analysis | 1 | 140.17 | 140.17 | 0 |
| Test Quality Sentinel | 9 | 65.74 | 7.30 | 0 |
| Visual Regression Checker | 5 | 59.79 | 11.96 | 0 |
| Daily Elixir Credo Snippet Audit | 1 | 42.52 | 42.52 | 0 |
| arXiv Paper Researcher: GitHub Agentic Workflows | 1 | 40.36 | 40.36 | 0 |
| Daily News | 1 | 35.65 | 35.65 | 0 |
| Daily Grader Audit | 1 | 30.47 | 30.47 | 1 |
| [aw] Failure Investigator (6h) | 3 | 30.31 | 10.10 | 2 |
| Daily Choice Type Test | 1 | 28.65 | 28.65 | 0 |
| Package Specification Extractor | 1 | 27.92 | 27.92 | 0 |
| daily-experiment-report | 1 | 24.35 | 24.35 | 0 |
| Tidy | 1 | 24.15 | 24.15 | 0 |
| Daily MCP Tool Concurrency Analysis | 1 | 17.71 | 17.71 | 2 |
| Code Scanning Fixer | 1 | 17.70 | 17.70 | 1 |
| ESLint Miner | 1 | 16.45 | 16.45 | 0 |
| Ponytail Reviewer | 5 | 16.23 | 3.25 | 0 |
| Contribution Check | 1 | 15.94 | 15.94 | 0 |
| Issue Monster | 2 | 14.97 | 7.49 | 0 |
| Daily Syntax Error Quality Check | 1 | 13.11 | 13.11 | 0 |
| Daily Workflow Updater | 1 | 12.55 | 12.55 | 0 |
| Draft PR Cleanup | 1 | 12.24 | 12.24 | 0 |
| Design Decision Gate 🏗️ | 4 | 5.54 | 1.39 | 0 |
| Daily Spending Forecast | 1 | 5.25 | 5.25 | 0 |
| Dependabot Dependency Checker | 1 | 5.06 | 5.06 | 0 |
| Package Specification Enforcer | 1 | 4.16 | 4.16 | 0 |
| Dev | 1 | 3.74 | 3.74 | 0 |
| Daily Evals Feature Report | 1 | 3.63 | 3.63 | 0 |
| Daily Max Ai Credits Test | 1 | 3.36 | 3.36 | 0 |
| Daily Go Test Parallelizer | 2 | 3.34 | 1.67 | 1 |
| Front Page Copy Guard | 2 | 3.07 | 1.53 | 0 |
| AI Moderator | 4 | 2.00 | 0.50 | 0 |
| Auto-Triage Issues | 1 | 1.82 | 1.82 | 0 |
| Terminal Stylist | 1 | 0.46 | 0.46 | 0 |
| GitHub API Consumption Report Agent | 1 | 0.00 | 0.00 | 1 |
| Daily Documentation Updater | 1 | 0.00 | 0.00 | 1 |
| Avenger | 2 | 0.00 | 0.00 | 2 |
| Feature Grower | 1 | 0.00 | 0.00 | 1 |
| Daily A/B Testing Advisor | 1 | 0.00 | 0.00 | 1 |
| Copilot PR Conversation NLP Analysis | 1 | 0.00 | 0.00 | 1 |
| Glossary Maintainer | 1 | 0.00 | 0.00 | 1 |
| Daily Storify | 1 | 0.00 | 0.00 | 1 |
💡 Observations
- No workflow exceeds 30% of total AIC (largest: Impeccable Skills Reviewer at ~14%), so no single heavy hitter.
- 27 workflows average >10 AIC per run; the highest are Instructions Janitor (328.79), Copilot Session Insights (216.70), and Impeccable Skills Reviewer (100.50 avg).
- Several workflows recorded errors with 0 AIC (e.g. Avenger, Daily Storify, Glossary Maintainer, Feature Grower), likely early failures.
References: §37001391328 §37000553939 §37000522680
Data snapshot: memory/token-audit/2026-10-02.json
Generated by Daily Agentic Workflow AIC Usage Audit · copilot · auto · 30 AIC · ⌖ 8.15 AIC · ⊞ 13.2K · ◷
- expires on Oct 5, 2026, 3:43 AM UTC-08:00
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github-actions commentedon Oct 5, 2026
This issue is being closed as outdated. A newer issue has been created: #65838
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