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[agentic-token-audit] AIC usage audit 2026-11-04 #74838
Description
📊 Executive Summary
- Period: last 100 completed runs in collection window (2026-11-04)
- Total runs: 100
- Total AIC: 2427.81
- Total Actions minutes: 1063.0 min
- Active workflows: 55
🏆 Top 5 Workflows by AIC Usage
| Workflow | Runs | Total AIC | Avg AIC |
|---|---|---|---|
| Instructions Janitor | 1 | 329.26 | 329.26 |
| arXiv Paper Researcher: GitHub Agentic Workflows | 1 | 306.08 | 306.08 |
| Daily Documentation Updater | 1 | 229.19 | 229.19 |
| Copilot Session Insights | 1 | 219.53 | 219.53 |
| PR Finisher #74785 | 6 | 216.63 | 36.11 |
📈 Trends
Total AIC fell from 4153.42 (2026-11-03) to 2427.81 (-41.5%); the previous days were 2608.70 (11-02), 2806.51 (10-30) and 3063.47 (10-29). Older rolling-summary entries use token metrics rather than AIC, so the trend is only partly comparable.
Full Per-Workflow Breakdown
| Workflow | Runs | Total AIC | Avg AIC | Errors | Warnings |
|---|---|---|---|---|---|
| Instructions Janitor | 1 | 329.26 | 329.26 | 0 | 0 |
| arXiv Paper Researcher: GitHub Agentic Workflows | 1 | 306.08 | 306.08 | 0 | 0 |
| Daily Documentation Updater | 1 | 229.19 | 229.19 | 0 | 0 |
| Copilot Session Insights | 1 | 219.53 | 219.53 | 0 | 0 |
| PR Finisher #74785 | 6 | 216.63 | 36.11 | 0 | 0 |
| Daily Grader Audit | 1 | 127.97 | 127.97 | 0 | 0 |
| PR Finisher #74077 | 8 | 111.11 | 13.89 | 0 | 0 |
| PR Sous Chef | 19 | 86.79 | 4.57 | 7 | 0 |
| Contribution Check | 1 | 49.91 | 49.91 | 0 | 0 |
| Windows Grower | 1 | 49.34 | 49.34 | 2 | 0 |
| Daily Storify | 1 | 46.44 | 46.44 | 0 | 0 |
| Daily News | 1 | 44.96 | 44.96 | 0 | 0 |
| Terminal Stylist | 1 | 44.75 | 44.75 | 0 | 0 |
| Daily Go Test Parallelizer | 3 | 43.27 | 14.42 | 0 | 0 |
| Go Fan | 1 | 41.61 | 41.61 | 1 | 0 |
| Daily AW Cross-Repo Compile Check | 1 | 32.8 | 32.8 | 0 | 0 |
| Code Scanning Fixer | 1 | 28.51 | 28.51 | 0 | 0 |
| Typist - Go Type Analysis | 1 | 25.78 | 25.78 | 1 | 0 |
| Daily MCP Tool Concurrency Analysis | 1 | 24.01 | 24.01 | 0 | 0 |
| PR Finisher #74741 | 1 | 23.65 | 23.65 | 0 | 0 |
| Glossary Maintainer | 1 | 23.2 | 23.2 | 0 | 0 |
| AW Essential Issue Clustering | 1 | 23.15 | 23.15 | 0 | 0 |
| PR Finisher #74742 | 1 | 22.97 | 22.97 | 0 | 0 |
| daily-experiment-report | 1 | 22.85 | 22.85 | 0 | 0 |
| PR Finisher #74752 | 1 | 22.48 | 22.48 | 0 | 0 |
| Copilot PR Conversation NLP Analysis | 1 | 21.83 | 21.83 | 1 | 0 |
| Team Status | 1 | 19.59 | 19.59 | 0 | 0 |
| Tidy | 1 | 19.47 | 19.47 | 0 | 0 |
| Daily Rendering Scripts Verifier | 1 | 17.99 | 17.99 | 0 | 0 |
| PR Finisher #74740 | 1 | 17.71 | 17.71 | 0 | 0 |
| Daily Work Queues Report | 1 | 17.69 | 17.69 | 0 | 0 |
| Package Specification Extractor | 1 | 15.21 | 15.21 | 0 | 0 |
| Daily Choice Type Test | 1 | 12.97 | 12.97 | 0 | 0 |
| Daily Syntax Error Quality Check | 1 | 11.74 | 11.74 | 0 | 0 |
| Daily Workflow Updater | 1 | 11.28 | 11.28 | 0 | 0 |
| Matt Pocock Skills Reviewer | 2 | 10.46 | 5.23 | 0 | 0 |
| Draft PR Cleanup | 1 | 10.22 | 10.22 | 0 | 0 |
| Avenger | 3 | 7.92 | 2.64 | 0 | 0 |
| Feature Grower | 1 | 6.09 | 6.09 | 0 | 0 |
| AI Moderator | 3 | 5.72 | 1.91 | 1 | 0 |
| Ponytail Reviewer | 2 | 5.37 | 2.69 | 0 | 0 |
| GitHub API Consumption Report Agent | 1 | 5.09 | 5.09 | 1 | 0 |
| PR Code Quality Reviewer | 2 | 3.65 | 1.83 | 0 | 0 |
| Constraint Solving — Problem of the Day | 1 | 2.08 | 2.08 | 0 | 0 |
| Test Quality Sentinel | 2 | 1.9 | 0.95 | 0 | 0 |
| Daily Elixir Credo Snippet Audit | 1 | 1.4 | 1.4 | 0 | 0 |
| Issue Monster | 5 | 1.37 | 0.27 | 3 | 0 |
| Design Decision Gate 🏗️ | 2 | 1.25 | 0.62 | 0 | 0 |
| Daily Max Ai Credits Test | 1 | 1.06 | 1.06 | 1 | 0 |
| Copilot Agent Prompt Clustering Analysis | 1 | 1.01 | 1.01 | 2 | 0 |
| Dependabot Dependency Checker | 1 | 0.75 | 0.75 | 0 | 0 |
| Daily TLC Test Expert | 1 | 0.75 | 0.75 | 2 | 0 |
| Package Specification Enforcer | 1 | 0 | 0.0 | 2 | 0 |
| Daily A/B Testing Advisor | 1 | 0 | 0.0 | 2 | 0 |
| [aw] Failure Investigator (6h) | 1 | 0 | 0.0 | 1 | 0 |
💡 Observations
- Heavy hitters (>30% of total AIC): none; the largest, Instructions Janitor, is 13.6%.
- Avg AIC per run above 10.00: 35 workflows, led by Instructions Janitor (329.26), arXiv Paper Researcher (306.08), Daily Documentation Updater (229.19), Copilot Session Insights (219.53) and Daily Grader Audit (127.97). PR Finisher Preserve compact log event timestamps and report untimed evidence #74785 averaged 36.11 over 6 runs.
- Errors relative to runs: PR Sous Chef logged 7 errors over 19 runs. Package Specification Enforcer, Daily A/B Testing Advisor, Daily TLC Test Expert and Copilot Agent Prompt Clustering Analysis each logged 2 errors in 1 run. Issue Monster logged 3 errors over 5 runs.
References: §41799817537, §41799557245, §41815423682
Data snapshot: memory/token-audit/2026-11-04.json
Generated by Daily Agentic Workflow AIC Usage Audit · copilot · auto · ~30 AIC · ⌖ ~1 AIC · ⊞ 6.8K · ◷
- expires on Nov 7, 2026, 3:40 AM UTC-08:00
Activity
github-actions commentedon Nov 5, 2026
This issue is being closed as outdated. A newer issue has been created: #75162
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