📊 Executive Summary
- Period: last 24 hours (2026-08-16 to 2026-08-17)
- Total runs: 100 (all completed)
- Total AIC: 5924.50
- Total Actions minutes: 1105.0 min
- Active workflows: 65
🏆 Top 5 Workflows by AIC Usage
| Workflow |
Runs |
Total AIC |
Avg AIC |
| Typist - Go Type Analysis |
1 |
741.66 |
741.66 |
| Instructions Janitor |
1 |
666.32 |
666.32 |
| Daily VulnHunter Scan |
1 |
318.96 |
318.96 |
| Daily Container Image Security Scan |
1 |
311.65 |
311.65 |
| Avenger |
4 |
261.61 |
65.40 |
📈 Trends
Today's total AIC (5924.50) is down from 2026-07-08's 7887.30 — a ~25% decrease. The rolling window now spans 60 days (91-day retention, several gaps in April–May reflect days without recorded runs). Recent days before this gap in the trend (late June/early July) hovered between ~6,300 and ~8,600 AIC/day, so today's figure is on the lower end of the recent range.
Full Per-Workflow Breakdown
| Workflow |
Runs |
Total AIC |
Avg AIC |
Errors |
Warnings |
| Typist - Go Type Analysis |
1 |
741.66 |
741.66 |
1 |
0 |
| Instructions Janitor |
1 |
666.32 |
666.32 |
1 |
0 |
| Daily VulnHunter Scan |
1 |
318.96 |
318.96 |
0 |
0 |
| Daily Container Image Security Scan |
1 |
311.65 |
311.65 |
1 |
0 |
| Avenger |
4 |
261.61 |
65.40 |
0 |
0 |
| ESLint Miner |
1 |
257.32 |
257.32 |
0 |
0 |
| Daily AgentRx Trace Optimizer |
1 |
196.98 |
196.98 |
0 |
0 |
| Copilot Session Insights |
1 |
190.22 |
190.22 |
0 |
0 |
| Copilot Agent Prompt Clustering Analysis |
1 |
166.37 |
166.37 |
0 |
0 |
| [aw] Failure Investigator (6h) |
1 |
158.35 |
158.35 |
0 |
0 |
| Daily Rendering Scripts Verifier |
1 |
157.49 |
157.49 |
0 |
0 |
| GitHub API Consumption Report Agent |
1 |
135.24 |
135.24 |
0 |
0 |
| Daily Go Test Parallelizer |
1 |
124.64 |
124.64 |
0 |
0 |
| PR Sous Chef |
17 |
114.95 |
6.76 |
1 |
0 |
| daily-experiment-report |
1 |
113.11 |
113.11 |
0 |
0 |
| Matt Pocock Skills Reviewer |
3 |
108.60 |
36.20 |
0 |
0 |
| Deep Report |
1 |
107.14 |
107.14 |
0 |
0 |
| Go Fan |
1 |
94.37 |
94.37 |
0 |
0 |
| Archivx — Animated Workflow Visualizer |
1 |
88.72 |
88.72 |
0 |
0 |
| Package Specification Extractor |
1 |
87.95 |
87.95 |
0 |
0 |
| Weekly Workflow Analysis |
1 |
86.27 |
86.27 |
0 |
0 |
| Dev |
1 |
75.70 |
75.70 |
0 |
0 |
| arXiv Paper Researcher: GitHub Agentic Workflows |
1 |
75.24 |
75.24 |
0 |
0 |
| Glossary Maintainer |
1 |
65.57 |
65.57 |
0 |
0 |
| Tidy |
1 |
64.36 |
64.36 |
0 |
0 |
| Organization Health Report |
1 |
64.10 |
64.10 |
0 |
0 |
| Schema Feature Coverage Checker |
1 |
61.87 |
61.87 |
0 |
0 |
| Copilot PR Conversation NLP Analysis |
1 |
59.98 |
59.98 |
0 |
0 |
| Impeccable Skills Reviewer |
3 |
58.24 |
19.41 |
0 |
0 |
| Sub-Issue Closer |
1 |
55.75 |
55.75 |
0 |
0 |
| Daily Safe Outputs Conformance Checker |
1 |
54.47 |
54.47 |
0 |
0 |
| Daily Evals Feature Report |
1 |
52.68 |
52.68 |
0 |
0 |
| Contribution Check |
1 |
50.02 |
50.02 |
0 |
0 |
| Ponytail Reviewer |
4 |
45.75 |
11.44 |
0 |
0 |
| CLI Version Checker |
1 |
45.64 |
45.64 |
0 |
0 |
| PR Triage Agent |
1 |
42.96 |
42.96 |
0 |
0 |
| Daily Spending Forecast |
1 |
42.72 |
42.72 |
0 |
0 |
| Daily AW Cross-Repo Compile Check |
1 |
37.50 |
37.50 |
0 |
0 |
| 1. List all Go packages with their doc comments |
1 |
33.75 |
33.75 |
0 |
0 |
| Dependabot Dependency Checker |
1 |
32.55 |
32.55 |
0 |
0 |
| Design Decision Gate 🏗️ |
2 |
30.43 |
15.22 |
0 |
0 |
| Layout Specification Maintainer |
1 |
30.22 |
30.22 |
1 |
0 |
| Test Quality Sentinel |
4 |
28.18 |
7.05 |
0 |
0 |
| Daily PR Code Quality Review |
1 |
28.14 |
28.14 |
0 |
0 |
| PR Code Quality Reviewer |
3 |
27.27 |
9.09 |
0 |
0 |
| PR Description Updater |
3 |
26.88 |
8.96 |
0 |
0 |
| Daily MCP Tool Concurrency Analysis |
1 |
26.86 |
26.86 |
0 |
0 |
| Terminal Stylist |
1 |
23.53 |
23.53 |
0 |
0 |
| Daily News |
1 |
22.94 |
22.94 |
0 |
0 |
| Daily Elixir Credo Snippet Audit |
1 |
20.17 |
20.17 |
0 |
0 |
| Daily Workflow Updater |
1 |
18.26 |
18.26 |
0 |
0 |
| Daily Schema Consistency Audit |
1 |
17.34 |
17.34 |
0 |
0 |
| Daily Choice Type Test |
1 |
15.25 |
15.25 |
0 |
0 |
| Schema Consistency Checker |
1 |
12.70 |
12.70 |
0 |
0 |
| Draft PR Cleanup |
1 |
12.15 |
12.15 |
0 |
0 |
| Daily Syntax Error Quality Check |
1 |
11.74 |
11.74 |
0 |
0 |
| Code Scanning Fixer |
1 |
11.67 |
11.67 |
0 |
0 |
| Daily Max Ai Credits Test |
1 |
11.23 |
11.23 |
1 |
0 |
| Package Specification Enforcer |
1 |
11.04 |
11.04 |
0 |
0 |
| Multi-Device Docs Tester |
1 |
9.39 |
9.39 |
0 |
0 |
| Daily Assign Issue To User |
1 |
8.80 |
8.80 |
0 |
0 |
| Constraint Solving — Problem of the Day |
1 |
5.94 |
5.94 |
0 |
0 |
| GitHub Remote MCP Authentication Test |
1 |
4.67 |
4.67 |
0 |
0 |
| Daily Sub-Agent Model Resolution Audit |
1 |
1.83 |
1.83 |
0 |
0 |
| Auto-Triage Issues |
1 |
1.11 |
1.11 |
0 |
0 |
| Daily Documentation Updater |
1 |
0.00 |
0.00 |
0 |
0 |
💡 Observations
- No single workflow exceeded 30% of total AIC (top consumer, "Typist - Go Type Analysis", was ~12.5% of the total).
- No workflow shows a disproportionate error/warning rate relative to its run count; scattered single errors (1 each) appear in Typist - Go Type Analysis, Instructions Janitor, Daily Container Image Security Scan, PR Sous Chef, Layout Specification Maintainer, and Daily Max Ai Credits Test, none exceeding a 1-in-N error rate that stands out.
- Workflows with avg AIC per run exceeding 10.00: Typist - Go Type Analysis (741.66), Instructions Janitor (666.32), Daily VulnHunter Scan (318.96), Daily Container Image Security Scan (311.65), Avenger (65.40), ESLint Miner (257.32), Daily AgentRx Trace Optimizer (196.98), Copilot Session Insights (190.22), Copilot Agent Prompt Clustering Analysis (166.37), [aw] Failure Investigator (6h) (158.35), Daily Rendering Scripts Verifier (157.49), GitHub API Consumption Report Agent (135.24), Daily Go Test Parallelizer (124.64), daily-experiment-report (113.11), Matt Pocock Skills Reviewer (36.20), Deep Report (107.14), Go Fan (94.37), Archivx — Animated Workflow Visualizer (88.72), Package Specification Extractor (87.95), Weekly Workflow Analysis (86.27), Dev (75.70), arXiv Paper Researcher (75.24), Glossary Maintainer (65.57), Tidy (64.36), Organization Health Report (64.10), Schema Feature Coverage Checker (61.87), Copilot PR Conversation NLP Analysis (59.98), Impeccable Skills Reviewer (19.41), Sub-Issue Closer (55.75), Daily Safe Outputs Conformance Checker (54.47), Daily Evals Feature Report (52.68), Contribution Check (50.02), Ponytail Reviewer (11.44), CLI Version Checker (45.64), PR Triage Agent (42.96), Daily Spending Forecast (42.72), Daily AW Cross-Repo Compile Check (37.50), 1. List all Go packages with their doc comments (33.75), Dependabot Dependency Checker (32.55), Layout Specification Maintainer (30.22), Daily PR Code Quality Review (28.14), Daily MCP Tool Concurrency Analysis (26.86), Terminal Stylist (23.53), Daily News (22.94), Daily Elixir Credo Snippet Audit (20.17), Daily Workflow Updater (18.26), Daily Schema Consistency Audit (17.34), Daily Choice Type Test (15.25), Schema Consistency Checker (12.70), Draft PR Cleanup (12.15), Daily Syntax Error Quality Check (11.74), Code Scanning Fixer (11.67), Daily Max Ai Credits Test (11.23), Package Specification Enforcer (11.04).
- The two heaviest workflows (Typist - Go Type Analysis, Instructions Janitor) together account for ~24% of today's total AIC and are worth watching for continued growth.
References:
Data snapshot: memory/token-audit/2026-08-17.json
Generated by Daily Agentic Workflow AIC Usage Audit · auto · 49 AIC · ⌖ 2.38 AIC · ⊞ 13.2K · ◷
📊 Executive Summary
🏆 Top 5 Workflows by AIC Usage
📈 Trends
Today's total AIC (5924.50) is down from 2026-07-08's 7887.30 — a ~25% decrease. The rolling window now spans 60 days (91-day retention, several gaps in April–May reflect days without recorded runs). Recent days before this gap in the trend (late June/early July) hovered between ~6,300 and ~8,600 AIC/day, so today's figure is on the lower end of the recent range.
Full Per-Workflow Breakdown
💡 Observations
References:
Data snapshot:
memory/token-audit/2026-08-17.json