📊 Executive Summary
- Period: last 24 hours (window covering the most recent 100 completed runs, 2026-08-03)
- Total runs: 100 (all completed; raw
.runs array had 100 entries, none excluded)
- Total AIC: 5468.43
- Total Actions minutes: 1371.0 min
- Active workflows: 65
🏆 Top 5 Workflows by AIC Usage
| Workflow |
Runs |
Total AIC |
Avg AIC |
| Daily VulnHunter Scan |
1 |
721.26 |
721.26 |
| Daily Container Image Security Scan |
1 |
322.24 |
322.24 |
| Daily AW Cross-Repo Compile Check |
1 |
271.15 |
271.15 |
| Copilot Session Insights |
1 |
261.55 |
261.55 |
| GitHub API Consumption Report Agent |
1 |
246.84 |
246.84 |
📈 Trends
The rolling summary contains 25 daily snapshots with AIC data (the earliest historical entries predate the AIC metric and only carry total_tokens/total_cost). Comparing today (2026-08-03, 5468.43 AIC) to the previous recorded snapshot (2026-07-08, 7887.30 AIC): total daily AIC is down ~30.7%. Compared to the first AIC-bearing snapshot (2026-06-08, 13224.34 AIC), usage has dropped by more than half over the observed window.
Full Per-Workflow Breakdown
| Workflow |
Runs |
Total AIC |
Avg AIC |
Errors |
Warnings |
| Daily VulnHunter Scan |
1 |
721.26 |
721.26 |
0 |
0 |
| Daily Container Image Security Scan |
1 |
322.24 |
322.24 |
1 |
0 |
| Daily AW Cross-Repo Compile Check |
1 |
271.15 |
271.15 |
0 |
0 |
| Copilot Session Insights |
1 |
261.55 |
261.55 |
1 |
0 |
| GitHub API Consumption Report Agent |
1 |
246.84 |
246.84 |
0 |
0 |
| ESLint Refiner |
1 |
224.32 |
224.32 |
0 |
0 |
| Weekly Workflow Analysis |
1 |
213.88 |
213.88 |
0 |
0 |
| Instructions Janitor |
1 |
183.12 |
183.12 |
0 |
0 |
| arXiv Paper Researcher: GitHub Agentic Workflows |
1 |
167.81 |
167.81 |
1 |
0 |
| Copilot Agent Prompt Clustering Analysis |
1 |
162.46 |
162.46 |
0 |
0 |
| Q |
2 |
155.31 |
77.66 |
0 |
0 |
| daily-experiment-report |
1 |
143.96 |
143.96 |
2 |
0 |
| Daily Rendering Scripts Verifier |
1 |
142.39 |
142.39 |
0 |
0 |
| Go Fan |
1 |
139.55 |
139.55 |
0 |
0 |
| Daily AgentRx Trace Optimizer |
1 |
136.25 |
136.25 |
0 |
0 |
| Matt Pocock Skills Reviewer |
7 |
134.58 |
19.23 |
1 |
0 |
| PR Description Updater |
4 |
121.11 |
30.28 |
1 |
0 |
| Design Decision Gate 🏗️ |
7 |
110.03 |
15.72 |
0 |
0 |
| Contribution Check |
2 |
106.25 |
53.13 |
0 |
0 |
| Impeccable Skills Reviewer |
6 |
103.11 |
17.19 |
0 |
0 |
| [aw] Failure Investigator (6h) |
1 |
101.57 |
101.57 |
0 |
0 |
| PR Code Quality Reviewer |
4 |
90.71 |
22.68 |
2 |
0 |
| ESLint Miner |
1 |
89.03 |
89.03 |
0 |
0 |
| Test Quality Sentinel |
5 |
88.86 |
17.77 |
1 |
0 |
| Glossary Maintainer |
1 |
79.66 |
79.66 |
1 |
0 |
| Copilot PR Conversation NLP Analysis |
1 |
71.43 |
71.43 |
0 |
0 |
| CLI Version Checker |
1 |
62.73 |
62.73 |
0 |
0 |
| Package Specification Extractor |
1 |
61.9 |
61.9 |
0 |
0 |
| Tidy |
1 |
58.19 |
58.19 |
1 |
0 |
| Discussion Task Miner - Code Quality Improvement Agent |
1 |
47.3 |
47.3 |
1 |
0 |
| Daily Spending Forecast |
1 |
44.12 |
44.12 |
0 |
0 |
| Organization Health Report |
1 |
42.51 |
42.51 |
0 |
0 |
| Daily Documentation Updater |
1 |
30.24 |
30.24 |
0 |
0 |
| Code Scanning Fixer |
1 |
29.09 |
29.09 |
1 |
0 |
| PR Sous Chef |
5 |
27.94 |
5.59 |
1 |
0 |
| AI Moderator |
3 |
27.54 |
9.18 |
0 |
0 |
| PR Triage Agent |
1 |
27.43 |
27.43 |
0 |
0 |
| Daily MCP Tool Concurrency Analysis |
1 |
26.85 |
26.85 |
0 |
0 |
| Daily Elixir Credo Snippet Audit |
1 |
26.38 |
26.38 |
1 |
0 |
| Daily Safe Outputs Conformance Checker |
1 |
24.68 |
24.68 |
0 |
0 |
| Daily News |
1 |
24.49 |
24.49 |
0 |
0 |
| Dependabot Dependency Checker |
1 |
24.25 |
24.25 |
0 |
0 |
| Layout Specification Maintainer |
1 |
23.92 |
23.92 |
1 |
0 |
| 1. List all Go packages with their doc comments |
1 |
20.78 |
20.78 |
0 |
0 |
| Terminal Stylist |
1 |
20.61 |
20.61 |
0 |
0 |
| Dev |
1 |
20.56 |
20.56 |
0 |
0 |
| Daily Assign Issue To User |
1 |
20.22 |
20.22 |
0 |
0 |
| Daily Evals Feature Report |
1 |
20.06 |
20.06 |
0 |
0 |
| Issue Arborist |
1 |
18.5 |
18.5 |
0 |
0 |
| Schema Consistency Checker |
1 |
17.73 |
17.73 |
0 |
0 |
| Sighthound Security Scan |
1 |
17.34 |
17.34 |
0 |
0 |
| Daily Workflow Updater |
1 |
16.25 |
16.25 |
0 |
0 |
| Daily Choice Type Test |
1 |
15.05 |
15.05 |
0 |
0 |
| Schema Feature Coverage Checker |
1 |
14.39 |
14.39 |
0 |
0 |
| Daily Syntax Error Quality Check |
1 |
14.17 |
14.17 |
1 |
0 |
| Draft PR Cleanup |
1 |
13.47 |
13.47 |
0 |
0 |
| Sub-Issue Closer |
1 |
10.67 |
10.67 |
0 |
0 |
| Multi-Device Docs Tester |
1 |
9.67 |
9.67 |
0 |
0 |
| Daily Sub-Agent Model Resolution Audit |
1 |
6.9 |
6.9 |
0 |
0 |
| Daily Max Ai Credits Test |
1 |
4.55 |
4.55 |
1 |
0 |
| Issue Monster |
1 |
3.94 |
3.94 |
0 |
0 |
| GitHub Remote MCP Authentication Test |
1 |
3.55 |
3.55 |
0 |
0 |
| Auto-Triage Issues |
1 |
2.03 |
2.03 |
0 |
0 |
| Archivx — Animated Workflow Visualizer |
1 |
0.0 |
0.0 |
1 |
0 |
| Daily Go Test Parallelizer |
1 |
0.0 |
0.0 |
0 |
0 |
💡 Observations
- No single workflow exceeded 30% of total AIC (heaviest, Daily VulnHunter Scan, is ~13.2% of the 5468.43 total), so there is no "heavy hitter" this period.
- 18 workflows recorded at least one error in this window despite low run counts; several single-run workflows (Daily Container Image Security Scan, Copilot Session Insights, arXiv Paper Researcher, daily-experiment-report) show a 100% error rate on their sole run and warrant a closer look.
- 51 of 65 active workflows have an average AIC per run exceeding 10.00 — this reflects generally AIC-heavy agentic runs rather than isolated outliers; the top 15 are visualized in the bar chart above.
- Overall total AIC is trending down: -30.7% vs. the last recorded snapshot (2026-07-08) and roughly -59% vs. the earliest AIC-tracked snapshot (2026-06-08).
References:
Data snapshot: memory/token-audit/2026-08-03.json
Generated by Daily Agentic Workflow AIC Usage Audit · auto · 56.4 AIC · ⌖ 3.74 AIC · ⊞ 12.7K · ◷
📊 Executive Summary
.runsarray had 100 entries, none excluded)🏆 Top 5 Workflows by AIC Usage
📈 Trends
The rolling summary contains 25 daily snapshots with AIC data (the earliest historical entries predate the AIC metric and only carry
total_tokens/total_cost). Comparing today (2026-08-03, 5468.43 AIC) to the previous recorded snapshot (2026-07-08, 7887.30 AIC): total daily AIC is down ~30.7%. Compared to the first AIC-bearing snapshot (2026-06-08, 13224.34 AIC), usage has dropped by more than half over the observed window.Full Per-Workflow Breakdown
💡 Observations
References:
Data snapshot:
memory/token-audit/2026-08-03.json