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[agentic-token-audit] 2026-08-06 - AIC Usage Audit #50843
Description
📊 Executive Summary
- Period: last 24 hours (2026-08-06 collection window, 100 runs)
- Total runs: 100
- Total AIC: 6000.78
- Total Actions minutes: 1067.0 min
- Active workflows: 65
🏆 Top 5 Workflows by AIC Usage
| Workflow | Runs | Total AIC | Avg AIC |
|---|---|---|---|
| Daily VulnHunter Scan | 1 | 1028.56 | 1028.56 |
| PR Code Quality Reviewer | 5 | 352.47 | 70.49 |
| ESLint Refiner | 1 | 231.07 | 231.07 |
| ESLint Miner | 1 | 225.82 | 225.82 |
| Daily Container Image Security Scan | 1 | 219.62 | 219.62 |
📈 Trends
Rolling summary now has 60 daily entries. Total AIC moved from 7887.30 on 2026-07-08 (previous recorded entry) to 6000.78 today (2026-08-06), a decrease of ~1886.5 AIC, though the two dates are not consecutive days so the delta reflects a gap in daily snapshots rather than a single-day swing.
Full Per-Workflow Breakdown
| Workflow | Runs | Total AIC | Avg AIC | Total Turns | Action Min | Errors | Warnings |
|---|---|---|---|---|---|---|---|
| Daily VulnHunter Scan | 1 | 1028.56 | 1028.56 | 0 | 15.0 | 1 | 0 |
| PR Code Quality Reviewer | 5 | 352.47 | 70.49 | 0 | 61.0 | 3 | 0 |
| ESLint Refiner | 1 | 231.07 | 231.07 | 0 | 18.0 | 0 | 0 |
| ESLint Miner | 1 | 225.82 | 225.82 | 0 | 22.0 | 0 | 0 |
| Daily Container Image Security Scan | 1 | 219.62 | 219.62 | 0 | 36.0 | 1 | 0 |
| Matt Pocock Skills Reviewer | 5 | 203.45 | 40.69 | 0 | 46.0 | 0 | 0 |
| Daily AW Cross-Repo Compile Check | 1 | 201.34 | 201.34 | 0 | 41.0 | 0 | 0 |
| GitHub API Consumption Report Agent | 1 | 188.60 | 188.60 | 0 | 23.0 | 0 | 0 |
| Daily AgentRx Trace Optimizer | 1 | 180.93 | 180.93 | 0 | 19.0 | 0 | 0 |
| CLI Version Checker | 1 | 173.14 | 173.14 | 0 | 17.0 | 0 | 0 |
| Instructions Janitor | 1 | 172.64 | 172.64 | 0 | 13.0 | 0 | 0 |
| Test Quality Sentinel | 5 | 163.00 | 32.60 | 0 | 40.0 | 1 | 0 |
| Copilot Session Insights | 1 | 159.39 | 159.39 | 0 | 42.0 | 0 | 0 |
| Daily action/setup/* Security Audit | 2 | 154.51 | 77.26 | 0 | 15.0 | 0 | 0 |
| Impeccable Skills Reviewer | 5 | 149.11 | 29.82 | 0 | 38.0 | 0 | 0 |
| [aw] Failure Investigator (6h) | 1 | 148.06 | 148.06 | 0 | 17.0 | 0 | 0 |
| Go Fan | 1 | 138.38 | 138.38 | 0 | 10.0 | 0 | 0 |
| Copilot Agent Prompt Clustering Analysis | 1 | 119.06 | 119.06 | 0 | 24.0 | 0 | 0 |
| Daily Rendering Scripts Verifier | 1 | 118.32 | 118.32 | 0 | 11.0 | 0 | 0 |
| Smoke Copilot | 2 | 108.43 | 54.21 | 0 | 31.0 | 2 | 0 |
| Contribution Check | 2 | 105.51 | 52.75 | 0 | 20.0 | 0 | 0 |
| Dev | 1 | 100.63 | 100.63 | 0 | 10.0 | 0 | 0 |
| Daily Go Test Parallelizer | 1 | 89.78 | 89.78 | 0 | 20.0 | 0 | 0 |
| Daily Evals Feature Report | 1 | 82.40 | 82.40 | 0 | 11.0 | 0 | 0 |
| Design Decision Gate 🏗️ | 5 | 72.49 | 14.50 | 0 | 31.0 | 0 | 0 |
| PR Sous Chef | 7 | 71.50 | 10.21 | 0 | 54.0 | 0 | 0 |
| Discussion Task Miner - Code Quality Improvement Agent | 1 | 69.71 | 69.71 | 0 | 11.0 | 0 | 0 |
| Functional Pragmatist | 1 | 65.66 | 65.66 | 0 | 8.0 | 0 | 0 |
| Package Specification Extractor | 1 | 59.37 | 59.37 | 0 | 8.0 | 0 | 0 |
| Daily Assign Issue To User | 1 | 56.72 | 56.72 | 0 | 12.0 | 0 | 0 |
| Daily Spending Forecast | 1 | 48.35 | 48.35 | 0 | 15.0 | 0 | 0 |
| arXiv Paper Researcher: GitHub Agentic Workflows | 1 | 47.56 | 47.56 | 0 | 7.0 | 0 | 0 |
| Daily MCP Tool Concurrency Analysis | 1 | 47.05 | 47.05 | 0 | 10.0 | 0 | 0 |
| Sub-Issue Closer | 1 | 40.76 | 40.76 | 0 | 10.0 | 0 | 0 |
| Daily Safe Outputs Conformance Checker | 1 | 35.53 | 35.53 | 0 | 7.0 | 0 | 0 |
| daily-experiment-report | 1 | 35.28 | 35.28 | 0 | 9.0 | 1 | 0 |
| Tidy | 1 | 33.38 | 33.38 | 0 | 11.0 | 0 | 0 |
| PR Triage Agent | 1 | 33.23 | 33.23 | 0 | 9.0 | 0 | 0 |
| Issue Arborist | 1 | 33.10 | 33.10 | 0 | 8.0 | 0 | 0 |
| Copilot PR Conversation NLP Analysis | 1 | 32.75 | 32.75 | 0 | 12.0 | 0 | 0 |
| Daily Cli Tools Tester | 1 | 31.88 | 31.88 | 0 | 10.0 | 0 | 0 |
| Glossary Maintainer | 1 | 28.08 | 28.08 | 0 | 7.0 | 0 | 0 |
| Daily GitHub Docs SEO Optimizer | 1 | 27.82 | 27.82 | 0 | 9.0 | 0 | 0 |
| Issue Monster | 6 | 24.50 | 4.08 | 0 | 38.0 | 0 | 0 |
| Daily News | 1 | 22.56 | 22.56 | 0 | 17.0 | 0 | 0 |
| Terminal Stylist | 1 | 22.54 | 22.54 | 0 | 6.0 | 0 | 0 |
| Daily Elixir Credo Snippet Audit | 1 | 21.04 | 21.04 | 0 | 6.0 | 0 | 0 |
| Daily Documentation Updater | 1 | 20.77 | 20.77 | 0 | 7.0 | 0 | 0 |
| Daily Workflow Updater | 1 | 20.03 | 20.03 | 0 | 9.0 | 0 | 0 |
| Release | 1 | 18.36 | 18.36 | 0 | 24.0 | 0 | 0 |
| Team Status | 1 | 16.88 | 16.88 | 0 | 5.0 | 0 | 0 |
| Draft PR Cleanup | 1 | 16.80 | 16.80 | 0 | 7.0 | 0 | 0 |
| Sighthound Security Scan | 1 | 16.16 | 16.16 | 0 | 12.0 | 0 | 0 |
| Daily Choice Type Test | 1 | 15.69 | 15.69 | 0 | 5.0 | 0 | 0 |
| AI Moderator | 2 | 15.11 | 7.56 | 0 | 14.0 | 0 | 0 |
| Schema Consistency Checker | 1 | 14.52 | 14.52 | 0 | 6.0 | 0 | 0 |
| Daily Syntax Error Quality Check | 1 | 13.29 | 13.29 | 0 | 6.0 | 0 | 0 |
| Daily Max Ai Credits Test | 1 | 11.07 | 11.07 | 0 | 4.0 | 1 | 0 |
| Daily Sub-Agent Model Resolution Audit | 1 | 10.08 | 10.08 | 0 | 10.0 | 0 | 0 |
| Code Scanning Fixer | 1 | 9.79 | 9.79 | 0 | 6.0 | 0 | 0 |
| Multi-Device Docs Tester | 1 | 8.29 | 8.29 | 0 | 9.0 | 0 | 0 |
| Package Specification Enforcer | 1 | 6.42 | 6.42 | 0 | 8.0 | 0 | 0 |
| Constraint Solving — Problem of the Day | 1 | 6.13 | 6.13 | 0 | 8.0 | 0 | 0 |
| GitHub Remote MCP Authentication Test | 1 | 4.60 | 4.60 | 0 | 5.0 | 0 | 0 |
| Auto-Triage Issues | 1 | 1.71 | 1.71 | 0 | 7.0 | 0 | 0 |
💡 Observations
- No single workflow exceeds 30% of total AIC (Daily VulnHunter Scan is the largest at ~17.1% of total, so no "heavy hitter" threshold is triggered today).
- High avg AIC per run (>10.00): 57 of 65 workflows exceed this threshold, led by Daily VulnHunter Scan (1028.56), ESLint Refiner (231.07), ESLint Miner (225.82), and Daily Container Image Security Scan (219.62) — most are single-run daily/weekly jobs so per-run averages are naturally high; worth reviewing if usage grows.
- Workflows with errors relative to runs: Smoke Copilot (2 errors / 2 runs = 100%), Daily VulnHunter Scan (1/1), Daily Container Image Security Scan (1/1), daily-experiment-report (1/1), Daily Max Ai Credits Test (1/1), Test Quality Sentinel (1/5), and PR Code Quality Reviewer (3/5) — the last two and Smoke Copilot warrant closer investigation given repeated invocations.
Data snapshot: memory/token-audit/2026-08-06.json
Generated by Daily Agentic Workflow AIC Usage Audit · auto · 56.2 AIC · ⌖ 2.97 AIC · ⊞ 12.8K · ◷
- expires on Aug 9, 2026, 4:19 AM UTC-08:00
Activity
pelikhan commentedon Aug 6, 2026
@copilot review vulnhunter and optimize . Do not increase max ai credit is, make it work more efficiently within the budget