[agentic-token-audit] Daily AIC Usage Audit — 2026-07-28

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📊 Executive Summary

• Period: last 24 hours (2026-07-27 to 2026-07-28)
• Total runs: 5
• Total AI credits: 455.82 AIC
• Total tokens: 1,328,826
• Total Actions minutes: 42.0 min
• Active workflows: 5

🏆 Top 5 Workflows by AI Credit Spend

Workflow	Runs	Total AI Credits	Avg AI Credits
Daily Agentic Workflow AIC Usage Audit	1	206.15 AIC	206.15 AIC
Agentic Workflow AIC Usage Optimizer	1	154.01 AIC	154.01 AIC
Daily Agentic AI Research Digest	1	55.42 AIC	55.42 AIC
Daily XKCD Comic	1	24.39 AIC	24.39 AIC
Daily AI Poem	1	15.85 AIC	15.85 AIC

📈 Trends

Today's AIC spend of 455.82 AIC is a significant spike vs. the prior two days (200.81 AIC on 2026-07-24, 102.03 AIC on 2026-07-27). Active workflow count increased from 3 to 5, which accounts for part of the increase, but the Audit and Optimizer workflows together consumed 360 AIC — 79% of today's total.

Full Per-Workflow Breakdown

Workflow	Runs	Total AIC	Avg AIC	Total Tokens	Avg Tokens	Turns	Action Min	Errors	Warnings
Daily Agentic Workflow AIC Usage Audit	1	206.1458	206.1458	606,644	606,644	16	16.0	0	0
Agentic Workflow AIC Usage Optimizer	1	154.0052	154.0052	436,416	436,416	13	8.0	0	0
Daily Agentic AI Research Digest	1	55.42	55.42	162,458	162,458	6	7.0	0	0
Daily XKCD Comic	1	24.3912	24.3912	74,515	74,515	3	6.0	0	0
Daily AI Poem	1	15.8531	15.8531	48,793	48,793	2	5.0	0	0

💡 Observations

• 🔴 Heavy hitters: "Daily Agentic Workflow AIC Usage Audit" (45.2%) and "Agentic Workflow AIC Usage Optimizer" (33.8%) together account for 79% of today's AIC spend. Both exceed the 30% heavy-hitter threshold individually.
• ⚠️ High avg AIC per run: All 5 workflows exceed 1.00 AIC/run — the audit itself (206.15 AIC), optimizer (154.01 AIC), research digest (55.42 AIC), XKCD comic (24.39 AIC), and AI Poem (15.85 AIC).
• ✅ No errors or warnings recorded across any workflow today.
• 📈 Today's spike (455.82 AIC) is ~4.5x the previous day (102.03 AIC) — primarily driven by both audit + optimizer workflows running together.

References: §30270012569 §30279610234 §30350694237

Data snapshot: memory/token-audit/2026-07-28.json

Generated by Daily Agentic Workflow AIC Usage Audit · 195.3 AIC · ⌖ 23 AIC · ⊞ 32.4K · ◷

• expires on Jul 31, 2026, 1:11 PM UTC