📊 Executive Summary
- Period: last 24 hours (2026-08-10 to 2026-08-11)
- Total runs: 100 (all completed)
- Total AIC: 5337.83
- Total Actions minutes: 1180.0 min
- Active workflows: 74
🏆 Top 5 Workflows by AIC Usage
| Workflow |
Runs |
Total AIC |
Avg AIC |
| Daily Container Image Security Scan |
1 |
581.58 |
581.58 |
| Safe Output Health Monitor |
1 |
365.22 |
365.22 |
| Daily VulnHunter Scan |
1 |
340.40 |
340.40 |
| ESLint Refiner |
1 |
262.13 |
262.13 |
| Copilot Session Insights |
1 |
192.88 |
192.88 |
📈 Trends
Rolling summary now holds 60 daily snapshots. Total AIC dropped from 7887.30 (2026-07-08, previous snapshot) to 5337.83 today — a -32.3%% decrease. Note there is a gap in daily collection between 2026-07-08 and 2026-08-11 (no intervening snapshot files), so this comparison spans more than a single day.
Full Per-Workflow Breakdown
| Workflow |
Runs |
Total AIC |
Avg AIC |
Total Turns |
Avg Turns |
Action Min |
Errors |
Warnings |
| Daily Container Image Security Scan |
1 |
581.58 |
581.58 |
0 |
0.0 |
48.0 |
1 |
0 |
| Safe Output Health Monitor |
1 |
365.22 |
365.22 |
0 |
0.0 |
26.0 |
0 |
0 |
| Daily VulnHunter Scan |
1 |
340.40 |
340.40 |
0 |
0.0 |
12.0 |
0 |
0 |
| ESLint Refiner |
1 |
262.13 |
262.13 |
0 |
0.0 |
19.0 |
0 |
0 |
| Copilot Session Insights |
1 |
192.88 |
192.88 |
0 |
0.0 |
39.0 |
0 |
0 |
| GitHub API Consumption Report Agent |
1 |
179.10 |
179.10 |
0 |
0.0 |
25.0 |
0 |
0 |
| CLI Version Checker |
1 |
176.60 |
176.60 |
0 |
0.0 |
18.0 |
0 |
0 |
| PR Sous Chef |
16 |
169.88 |
10.62 |
0 |
0.0 |
139.0 |
0 |
0 |
| Instructions Janitor |
1 |
166.82 |
166.82 |
0 |
0.0 |
13.0 |
0 |
0 |
| Daily Evals Feature Report |
1 |
156.20 |
156.20 |
0 |
0.0 |
21.0 |
0 |
0 |
| Go Fan |
1 |
155.33 |
155.33 |
0 |
0.0 |
11.0 |
0 |
0 |
| Static Analysis Report |
1 |
150.88 |
150.88 |
0 |
0.0 |
28.0 |
0 |
0 |
| Package Specification Extractor |
1 |
149.29 |
149.29 |
0 |
0.0 |
19.0 |
0 |
0 |
| ESLint Miner |
1 |
129.89 |
129.89 |
1 |
1.0 |
15.0 |
0 |
0 |
| [aw] Failure Investigator (6h) |
1 |
123.61 |
123.61 |
0 |
0.0 |
15.0 |
0 |
0 |
| Daily Rendering Scripts Verifier |
1 |
122.43 |
122.43 |
0 |
0.0 |
11.0 |
0 |
0 |
| Avenger |
2 |
109.02 |
54.51 |
0 |
0.0 |
18.0 |
2 |
0 |
| Contribution Check |
2 |
107.68 |
53.84 |
0 |
0.0 |
33.0 |
0 |
0 |
| Copilot Agent Prompt Clustering Analysis |
1 |
99.99 |
99.99 |
0 |
0.0 |
27.0 |
0 |
0 |
| Daily MCP Tool Concurrency Analysis |
1 |
98.93 |
98.93 |
1 |
1.0 |
15.0 |
0 |
0 |
| Daily Safe Outputs Git Simulator |
1 |
96.35 |
96.35 |
0 |
0.0 |
12.0 |
0 |
0 |
| Daily Go Test Parallelizer |
1 |
93.11 |
93.11 |
0 |
0.0 |
11.0 |
0 |
0 |
| Step Name Alignment |
1 |
90.82 |
90.82 |
0 |
0.0 |
7.0 |
0 |
0 |
| Dev |
1 |
87.16 |
87.16 |
0 |
0.0 |
9.0 |
0 |
0 |
| Workflow Health Manager - Meta-Orchestrator |
1 |
69.62 |
69.62 |
0 |
0.0 |
10.0 |
0 |
0 |
| Code Scanning Fixer |
1 |
50.91 |
50.91 |
1 |
1.0 |
27.0 |
1 |
0 |
| Tidy |
1 |
48.36 |
48.36 |
0 |
0.0 |
15.0 |
0 |
0 |
| Daily Cli Tools Tester |
1 |
48.21 |
48.21 |
0 |
0.0 |
13.0 |
0 |
0 |
| Test Quality Sentinel |
2 |
47.36 |
23.68 |
0 |
0.0 |
17.0 |
0 |
0 |
| Daily Spending Forecast |
1 |
45.68 |
45.68 |
0 |
0.0 |
14.0 |
0 |
0 |
| Copilot PR Conversation NLP Analysis |
1 |
45.63 |
45.63 |
1 |
1.0 |
15.0 |
0 |
0 |
| Matt Pocock Skills Reviewer |
2 |
45.46 |
22.73 |
0 |
0.0 |
13.0 |
0 |
0 |
| Documentation Noob Tester |
1 |
44.12 |
44.12 |
1 |
1.0 |
9.0 |
0 |
0 |
| Glossary Maintainer |
1 |
43.63 |
43.63 |
0 |
0.0 |
13.0 |
0 |
0 |
| Impeccable Skills Reviewer |
2 |
42.03 |
21.02 |
0 |
0.0 |
14.0 |
0 |
0 |
| Design Decision Gate 🏗️ |
2 |
40.73 |
20.36 |
0 |
0.0 |
15.0 |
0 |
0 |
| Issue Arborist |
1 |
38.41 |
38.41 |
0 |
0.0 |
9.0 |
0 |
0 |
| Functional Pragmatist |
1 |
37.14 |
37.14 |
0 |
0.0 |
14.0 |
0 |
0 |
| The Great Escapi |
1 |
36.07 |
36.07 |
1 |
1.0 |
8.0 |
0 |
0 |
| Ponytail Reviewer |
2 |
28.54 |
14.27 |
0 |
0.0 |
15.0 |
0 |
0 |
| Daily PR Code Quality Review |
1 |
28.42 |
28.42 |
1 |
1.0 |
25.0 |
1 |
0 |
| Terminal Stylist |
1 |
27.81 |
27.81 |
0 |
0.0 |
7.0 |
0 |
0 |
| Copilot CLI Deep Research Agent |
1 |
27.62 |
27.62 |
1 |
1.0 |
8.0 |
0 |
0 |
| Daily Windows Terminal Integration Builder |
1 |
27.28 |
27.28 |
0 |
0.0 |
7.0 |
0 |
0 |
| PR Triage Agent |
1 |
25.47 |
25.47 |
1 |
1.0 |
9.0 |
0 |
0 |
| Daily Safe Outputs Conformance Checker |
1 |
23.26 |
23.26 |
0 |
0.0 |
6.0 |
0 |
0 |
| Sub-Issue Closer |
1 |
22.05 |
22.05 |
0 |
0.0 |
7.0 |
0 |
0 |
| Daily News |
1 |
21.47 |
21.47 |
0 |
0.0 |
13.0 |
0 |
0 |
| Schema Consistency Checker |
1 |
21.38 |
21.38 |
0 |
0.0 |
6.0 |
0 |
0 |
| Multi-Device Docs Tester |
1 |
20.16 |
20.16 |
0 |
0.0 |
12.0 |
0 |
0 |
| Sighthound Security Scan |
1 |
18.71 |
18.71 |
0 |
0.0 |
13.0 |
0 |
0 |
| Daily Schema Consistency Audit |
1 |
18.35 |
18.35 |
1 |
1.0 |
6.0 |
0 |
0 |
| Daily GitHub Docs SEO Optimizer |
1 |
17.93 |
17.93 |
12 |
12.0 |
9.0 |
0 |
0 |
| Daily Workflow Updater |
1 |
16.88 |
16.88 |
1 |
1.0 |
9.0 |
0 |
0 |
| Team Status |
1 |
16.62 |
16.62 |
0 |
0.0 |
5.0 |
0 |
0 |
| Issue Monster |
4 |
15.19 |
3.80 |
0 |
0.0 |
30.0 |
0 |
0 |
| Daily Syntax Error Quality Check |
1 |
14.79 |
14.79 |
1 |
1.0 |
7.0 |
0 |
0 |
| Draft PR Cleanup |
1 |
13.77 |
13.77 |
1 |
1.0 |
8.0 |
0 |
0 |
| Daily Max Ai Credits Test |
1 |
11.13 |
11.13 |
0 |
0.0 |
5.0 |
1 |
0 |
| AI Moderator |
1 |
9.48 |
9.48 |
0 |
0.0 |
7.0 |
0 |
0 |
| Package Specification Enforcer |
1 |
8.88 |
8.88 |
0 |
0.0 |
7.0 |
0 |
0 |
| Constraint Solving — Problem of the Day |
1 |
5.99 |
5.99 |
0 |
0.0 |
7.0 |
0 |
0 |
| GitHub Remote MCP Authentication Test |
1 |
3.70 |
3.70 |
0 |
0.0 |
7.0 |
0 |
0 |
| Daily Sub-Agent Model Resolution Audit |
1 |
3.16 |
3.16 |
1 |
1.0 |
9.0 |
0 |
0 |
| Auto-Triage Issues |
1 |
1.18 |
1.18 |
0 |
0.0 |
6.0 |
0 |
0 |
| Daily Choice Type Test |
1 |
0.00 |
0.00 |
0 |
0.0 |
18.0 |
1 |
0 |
| Daily Documentation Updater |
1 |
0.00 |
0.00 |
0 |
0.0 |
10.0 |
0 |
0 |
| Daily AW Cross-Repo Compile Check |
1 |
0.00 |
0.00 |
0 |
0.0 |
20.0 |
1 |
0 |
| daily-experiment-report |
1 |
0.00 |
0.00 |
4 |
4.0 |
12.0 |
1 |
0 |
| arXiv Paper Researcher: GitHub Agentic Workflows |
1 |
0.00 |
0.00 |
0 |
0.0 |
8.0 |
1 |
0 |
| Daily Elixir Credo Snippet Audit |
1 |
0.00 |
0.00 |
0 |
0.0 |
19.0 |
1 |
0 |
| Daily Assign Issue To User |
1 |
0.00 |
0.00 |
4 |
4.0 |
10.0 |
1 |
0 |
| Daily AgentRx Trace Optimizer |
1 |
0.00 |
0.00 |
0 |
0.0 |
22.0 |
1 |
0 |
| PR Code Quality Reviewer |
2 |
0.00 |
0.00 |
0 |
0.0 |
14.0 |
0 |
0 |
💡 Observations
- No single workflow exceeded 30%% of total AIC (top workflow "Daily Container Image Security Scan" was ~10.9%% of the daily total), so there is no dominant "heavy hitter" today.
- No workflow'''s average AIC per run exceeded 10.00 except where run_count == 1, in which case avg equals total (e.g. Daily Container Image Security Scan at 581.58, Safe Output Health Monitor at 365.22) — these are single-run outliers rather than sustained per-run cost issues, but worth watching if they recur.
- Several workflows logged exactly 1 error against 1-2 runs (100%% error rate for that sample): Daily Container Image Security Scan, Avenger (2 errors/2 runs), Code Scanning Fixer, Daily PR Code Quality Review, Daily Max Ai Credits Test, Daily Choice Type Test, Daily AW Cross-Repo Compile Check, daily-experiment-report, arXiv Paper Researcher, Daily Elixir Credo Snippet Audit, Daily Assign Issue To User, Daily AgentRx Trace Optimizer. No warnings were recorded in this window.
Data snapshot: memory/token-audit/2026-08-11.json
Generated by Daily Agentic Workflow AIC Usage Audit · auto · 55.3 AIC · ⌖ 2.93 AIC · ⊞ 12.8K · ◷
📊 Executive Summary
🏆 Top 5 Workflows by AIC Usage
📈 Trends
Rolling summary now holds 60 daily snapshots. Total AIC dropped from 7887.30 (2026-07-08, previous snapshot) to 5337.83 today — a -32.3%% decrease. Note there is a gap in daily collection between 2026-07-08 and 2026-08-11 (no intervening snapshot files), so this comparison spans more than a single day.
Full Per-Workflow Breakdown
💡 Observations
Data snapshot:
memory/token-audit/2026-08-11.json