📊 Executive Summary
- Period: last 24 hours (2026-06-08 to 2026-06-09)
- Total runs: 95 (completed) out of 100 total (5 in-progress)
- Total AIC: 14,462.47
- Total Actions minutes: 1,178.0 min
- Active workflows: 53
🏆 Top 5 Workflows by AIC Usage
| Workflow |
Runs |
Total AIC |
Avg AIC |
| Matt Pocock Skills Reviewer |
6 |
1,334.62 |
222.44 |
| Test Quality Sentinel |
6 |
1,255.05 |
209.18 |
| Daily CLI Tools Exploratory Tester |
1 |
923.26 |
923.26 |
| Contribution Check |
2 |
805.00 |
402.50 |
| Package Specification Extractor |
1 |
700.19 |
700.19 |
📈 Trends
Historical AIC data covers 2 days (rolling summary migrated to AIC metric as of 2026-06-08):
- 2026-06-08: 13,224.34 AIC · 97 runs
- 2026-06-09: 14,462.47 AIC · 95 runs → +9.4% AIC day-over-day despite 2 fewer runs, indicating higher per-run cost.
Full Per-Workflow Breakdown
| Workflow |
Runs |
Total AIC |
Avg AIC |
Avg Turns |
Action Min |
Errors |
Warnings |
| Matt Pocock Skills Reviewer |
6 |
1,334.62 |
222.44 |
14.7 |
69.0 |
0 |
0 |
| Test Quality Sentinel |
6 |
1,255.05 |
209.18 |
18.7 |
68.0 |
0 |
0 |
| Daily CLI Tools Exploratory Tester |
1 |
923.26 |
923.26 |
46.0 |
19.0 |
0 |
0 |
| Contribution Check |
2 |
805.00 |
402.50 |
37.5 |
25.0 |
0 |
0 |
| Package Specification Extractor |
1 |
700.19 |
700.19 |
35.0 |
12.0 |
0 |
0 |
| Daily Agentic Workflow AIC Usage Audit |
2 |
688.19 |
344.10 |
22.5 |
32.0 |
0 |
0 |
| Impact Efficiency Report |
1 |
660.48 |
660.48 |
36.0 |
19.0 |
0 |
0 |
| PR Description Updater |
8 |
627.71 |
78.46 |
10.1 |
63.0 |
0 |
0 |
| Glossary Maintainer |
1 |
624.72 |
624.72 |
27.0 |
13.0 |
0 |
0 |
| Terminal Stylist |
1 |
540.50 |
540.50 |
27.0 |
10.0 |
0 |
0 |
| GitHub API Consumption Report Agent |
1 |
453.73 |
453.73 |
53.0 |
42.0 |
0 |
0 |
| Daily Semgrep Scan |
1 |
412.00 |
412.00 |
37.0 |
11.0 |
0 |
0 |
| PR Sous Chef |
6 |
392.52 |
65.42 |
23.3 |
58.0 |
1 |
0 |
| Daily Rendering Scripts Verifier |
1 |
383.36 |
383.36 |
73.0 |
16.0 |
0 |
0 |
| Workflow Health Manager - Meta-Orchestrator |
1 |
349.82 |
349.82 |
27.0 |
11.0 |
0 |
0 |
| Daily A/B Testing Advisor |
1 |
327.98 |
327.98 |
29.0 |
12.0 |
0 |
0 |
| Instructions Janitor |
1 |
309.30 |
309.30 |
43.0 |
14.0 |
0 |
0 |
| Daily OTel Instrumentation Advisor |
1 |
295.34 |
295.34 |
19.0 |
12.0 |
0 |
0 |
| Copilot Session Insights |
1 |
287.51 |
287.51 |
41.0 |
36.0 |
0 |
0 |
| Daily AW Cross-Repo Compile Check |
1 |
275.00 |
275.00 |
46.0 |
76.0 |
0 |
0 |
| Static Analysis Report |
1 |
274.57 |
274.57 |
39.0 |
15.0 |
0 |
0 |
| Daily AgentRx Trace Optimizer |
1 |
264.66 |
264.66 |
34.0 |
14.0 |
0 |
0 |
| Functional Pragmatist |
1 |
225.89 |
225.89 |
14.0 |
9.0 |
0 |
0 |
| Daily Documentation Updater |
1 |
225.23 |
225.23 |
59.0 |
11.0 |
0 |
0 |
| OTLP Data Quality Validator |
1 |
204.60 |
204.60 |
13.0 |
9.0 |
0 |
0 |
| [aw] Failure Investigator (6h) |
1 |
204.21 |
204.21 |
30.0 |
15.0 |
0 |
0 |
| Go Fan |
1 |
189.28 |
189.28 |
37.0 |
14.0 |
0 |
0 |
| Daily Hippo Learn |
1 |
163.36 |
163.36 |
15.0 |
9.0 |
0 |
0 |
| Design Decision Gate 🏗️ |
6 |
161.82 |
26.97 |
3.0 |
40.0 |
0 |
0 |
| Copilot Agent Prompt Clustering Analysis |
1 |
161.66 |
161.66 |
1.0 |
29.0 |
0 |
0 |
| CLI Version Checker |
1 |
123.07 |
123.07 |
17.0 |
7.0 |
0 |
0 |
| Schema Consistency Checker |
1 |
120.72 |
120.72 |
15.0 |
8.0 |
0 |
0 |
| Sub-Issue Closer |
1 |
111.30 |
111.30 |
14.0 |
7.0 |
0 |
0 |
| Daily Windows Terminal Integration Builder |
1 |
103.68 |
103.68 |
8.0 |
12.0 |
0 |
0 |
| Multi-Device Docs Tester |
1 |
76.32 |
76.32 |
15.0 |
8.0 |
0 |
0 |
| Auto-Triage Issues |
3 |
49.70 |
16.57 |
9.0 |
26.0 |
0 |
0 |
| Daily Safe Outputs Conformance Checker |
1 |
41.21 |
41.21 |
7.0 |
7.0 |
0 |
0 |
| Daily Choice Type Test |
1 |
28.69 |
28.69 |
3.0 |
5.0 |
0 |
0 |
| Dependabot Campaign |
1 |
28.18 |
28.18 |
3.0 |
5.0 |
0 |
0 |
| Dev |
1 |
25.04 |
25.04 |
0.0 |
8.0 |
0 |
0 |
| Duplicate Code Detector |
1 |
24.56 |
24.56 |
0.0 |
6.0 |
0 |
0 |
| Daily Max AI Credits Test (Intentionally Fails) |
1 |
8.46 |
8.46 |
1.0 |
5.0 |
1 |
0 |
| Smoke CI |
6 |
0.00 |
0.00 |
0.0 |
33.0 |
0 |
0 |
| Draft PR Cleanup |
1 |
0.00 |
0.00 |
1.0 |
7.0 |
0 |
0 |
| PR Code Quality Reviewer |
6 |
0.00 |
0.00 |
1.0 |
93.0 |
2 |
0 |
| Copilot PR Conversation NLP Analysis |
1 |
0.00 |
0.00 |
1.0 |
22.0 |
0 |
0 |
| Daily MCP Tool Concurrency Analysis |
1 |
0.00 |
0.00 |
1.0 |
49.0 |
1 |
0 |
| Daily Syntax Error Quality Check |
1 |
0.00 |
0.00 |
1.0 |
9.0 |
0 |
0 |
| Daily Workflow Updater |
2 |
0.00 |
0.00 |
1.0 |
32.0 |
1 |
0 |
| PR Triage Agent |
1 |
0.00 |
0.00 |
1.0 |
9.0 |
0 |
0 |
| Daily News |
1 |
0.00 |
0.00 |
0.0 |
8.0 |
1 |
0 |
| daily-experiment-report |
1 |
0.00 |
0.00 |
1.0 |
25.0 |
0 |
0 |
| GitHub Remote MCP Authentication Test |
1 |
0.00 |
0.00 |
0.0 |
4.0 |
1 |
0 |
💡 Observations
- No heavy hitter: No single workflow exceeds 30% of total AIC (threshold: 4,338.74). The top workflow, Matt Pocock Skills Reviewer, accounts for 9.2%.
- High avg AIC per run: 41 of 53 workflows exceed 10.00 avg AIC/run — primarily deep analysis, documentation, and multi-step review workflows, which is expected. Notable single-run outliers: Daily CLI Tools Exploratory Tester (923.26), Package Specification Extractor (700.19), Impact Efficiency Report (660.48).
- Long turn chains: Daily Rendering Scripts Verifier averaged 73 turns/run — highest in the window. Candidates for turn-budget review.
- Error flags: PR Code Quality Reviewer logged 2 errors across 6 runs (33% error rate) with 0 AIC — likely failing before model invocation. Daily News, GitHub Remote MCP Authentication Test, and Daily MCP Tool Concurrency Analysis each had 1 error on their sole run.
- Zero-AIC workflows: 12 workflows completed with 0 AIC — these are either non-LLM CI jobs (Smoke CI) or workflows failing before model calls. Reviewing errors on PR Code Quality Reviewer is recommended.
- Day-over-day trend: AIC rose +9.4% while run count dropped by 2 — per-run cost is increasing. Only 2 days of AIC history exist in rolling summary (legacy entries use token counts); trend tracking will improve over time.
Data snapshot: memory/token-audit/2026-06-09.json
Generated by Daily Agentic Workflow AIC Usage Audit · 238.1 AIC · ⌖ 14.7 AIC · ⊞ 34.9K · ◷
📊 Executive Summary
🏆 Top 5 Workflows by AIC Usage
📈 Trends
Historical AIC data covers 2 days (rolling summary migrated to AIC metric as of 2026-06-08):
Full Per-Workflow Breakdown
💡 Observations
Data snapshot:
memory/token-audit/2026-06-09.json