📊 Executive Summary
- Period: last ~24 hours (2026-06-16 → 2026-06-17)
- Total completed runs: 94 (of 100 collected; 6 non-completed)
- Total AIC: 0.00 ⚠️ (AIC field absent from log data this run — see note below)
- Total raw token usage: 71,340,323 tokens (proxy metric used in charts)
- Total Actions minutes: 976.0 min
- Active workflows: 46
⚠️ AIC Data Note: The aic field is null for all 94 completed runs in today's log. This is a data collection gap, not a zero-spend day. Token usage (71.3M tokens) and action minutes (976 min) confirm normal activity. Historical rolling-summary entries show typical AIC of 10,000–27,000 for comparable run counts. The charts below use raw token usage as the primary metric.
🏆 Top 5 Workflows by Token Usage
| Workflow |
Runs |
Total Tokens |
Avg Tokens/Run |
Turns |
Actions |
| Matt Pocock Skills Reviewer |
7 |
10,464,479 |
1,494,925 |
198 |
82 min |
| Daily Documentation Updater |
1 |
9,897,981 |
9,897,981 |
129 |
18 min |
| Glossary Maintainer |
1 |
9,076,137 |
9,076,137 |
106 |
24 min |
| Test Quality Sentinel |
8 |
8,124,625 |
1,015,578 |
183 |
85 min |
| GitHub API Consumption Report Agent |
1 |
5,305,503 |
5,305,503 |
54 |
41 min |
📈 Trends
Historical context (rolling-summary, last 7 days):
| Date |
Total AIC |
Runs |
Action Minutes |
| 2026-06-10 |
13,389 |
97 |
1,038 |
| 2026-06-11 |
10,908 |
96 |
1,235 |
| 2026-06-12 |
27,465 |
96 |
1,140 |
| 2026-06-14 |
19,985 |
97 |
1,011 |
| 2026-06-15 |
17,404 |
79 |
943 |
| 2026-06-16 |
25,651 |
95 |
1,236 |
| 2026-06-17 |
0 ⚠️ |
94 |
976 |
Run count (94) is consistent with recent days. The AIC=0 entry for today is a data gap, not a real drop.
Full Per-Workflow Breakdown (46 workflows, sorted by token usage)
| Workflow |
Runs |
Total Tokens |
Avg Tokens/Run |
Turns |
Actions |
Errors |
Warnings |
| Matt Pocock Skills Reviewer |
7 |
10,464,479 |
1,494,925 |
198 |
82.0 min |
0 |
0 |
| Daily Documentation Updater |
1 |
9,897,981 |
9,897,981 |
129 |
18.0 min |
0 |
0 |
| Glossary Maintainer |
1 |
9,076,137 |
9,076,137 |
106 |
24.0 min |
1 |
0 |
| Test Quality Sentinel |
8 |
8,124,625 |
1,015,578 |
183 |
85.0 min |
1 |
0 |
| GitHub API Consumption Report Agent |
1 |
5,305,503 |
5,305,503 |
54 |
41.0 min |
1 |
0 |
| Design Decision Gate 🏗️ |
9 |
4,429,028 |
492,114 |
72 |
67.0 min |
1 |
0 |
| [aw] Failure Investigator (6h) |
1 |
2,571,905 |
2,571,905 |
31 |
16.0 min |
0 |
0 |
| PR Sous Chef |
5 |
2,283,853 |
456,770 |
125 |
44.0 min |
0 |
0 |
| Daily Community Attribution Updater |
1 |
1,824,437 |
1,824,437 |
30 |
8.0 min |
0 |
0 |
| Sergo - Serena Go Expert |
1 |
1,757,405 |
1,757,405 |
35 |
13.0 min |
0 |
0 |
| jsweep - JavaScript Unbloater |
1 |
1,661,311 |
1,661,311 |
44 |
20.0 min |
0 |
0 |
| Semantic Function Refactoring |
1 |
1,456,857 |
1,456,857 |
28 |
13.0 min |
0 |
0 |
| Daily Firewall Logs Collector and Reporter |
1 |
1,243,182 |
1,243,182 |
49 |
10.0 min |
1 |
0 |
| LintMonster |
1 |
1,144,142 |
1,144,142 |
29 |
9.0 min |
1 |
0 |
| Scout |
1 |
1,080,905 |
1,080,905 |
20 |
9.0 min |
0 |
0 |
| Contribution Check |
1 |
1,031,791 |
1,031,791 |
37 |
10.0 min |
0 |
0 |
| Daily Documentation Healer |
1 |
1,013,771 |
1,013,771 |
30 |
8.0 min |
0 |
0 |
| Code Simplifier |
1 |
995,011 |
995,011 |
51 |
15.0 min |
1 |
0 |
| Smoke Claude |
1 |
962,504 |
962,504 |
42 |
14.0 min |
1 |
0 |
| Daily Model Inventory Checker |
1 |
935,729 |
935,729 |
35 |
8.0 min |
1 |
0 |
| Daily AstroStyleLite Markdown Spellcheck |
1 |
786,387 |
786,387 |
13 |
7.0 min |
0 |
0 |
| Auto-Triage Issues |
3 |
536,837 |
178,945 |
25 |
20.0 min |
0 |
0 |
| Issue Monster |
2 |
395,012 |
197,506 |
16 |
12.0 min |
0 |
0 |
| PR Description Updater |
2 |
350,462 |
175,231 |
16 |
12.0 min |
1 |
0 |
| GPL Dependency Cleaner (gpclean) |
1 |
323,381 |
323,381 |
10 |
6.0 min |
0 |
0 |
| Release |
1 |
296,170 |
296,170 |
9 |
31.0 min |
0 |
0 |
| Refactoring Cadence |
1 |
287,516 |
287,516 |
10 |
8.0 min |
0 |
0 |
| Designer Drift Audit |
1 |
254,835 |
254,835 |
7 |
7.0 min |
0 |
0 |
| Constraint Solving — Problem of the Day |
1 |
239,240 |
239,240 |
7 |
6.0 min |
0 |
0 |
| Daily Choice Type Test |
1 |
237,222 |
237,222 |
4 |
6.0 min |
0 |
0 |
| Daily Max AI Credits Test (Intentionally Fails) |
1 |
195,072 |
195,072 |
6 |
6.0 min |
0 |
0 |
| Team Status |
1 |
177,633 |
177,633 |
5 |
6.0 min |
0 |
0 |
| PR Code Quality Reviewer |
8 |
0 |
0 |
8 |
105.0 min |
0 |
0 |
| AI Moderator |
4 |
0 |
0 |
0 |
71.0 min |
0 |
0 |
| Smoke CI |
10 |
0 |
0 |
0 |
51.0 min |
0 |
0 |
| Copilot Agent Prompt Clustering Analysis |
1 |
0 |
0 |
1 |
31.0 min |
1 |
0 |
| Copilot CLI Deep Research Agent |
1 |
0 |
0 |
1 |
11.0 min |
0 |
0 |
| Daily Sentrux Report |
1 |
0 |
0 |
1 |
8.0 min |
0 |
0 |
| Daily Documentation Healer |
— |
— |
— |
— |
— |
— |
— |
| Draft PR Cleanup |
1 |
0 |
0 |
1 |
8.0 min |
0 |
0 |
| Smoke Pi |
1 |
0 |
0 |
0 |
7.0 min |
0 |
0 |
| PR Triage Agent |
1 |
0 |
0 |
1 |
7.0 min |
0 |
0 |
| Documentation Noob Tester |
1 |
0 |
0 |
1 |
12.0 min |
1 |
0 |
| Daily Compiler Quality Check |
1 |
0 |
0 |
1 |
4.0 min |
1 |
0 |
| Metrics Collector - Infrastructure Agent |
1 |
0 |
0 |
1 |
5.0 min |
1 |
0 |
| Daily Credit Limit Test (Intentionally Broken) |
1 |
0 |
0 |
0 |
2.0 min |
1 |
0 |
| Daily Observability Report for AWF Firewall and MCP |
1 |
0 |
0 |
0 |
13.0 min |
0 |
0 |
💡 Observations
- Heavy hitters (>30% of token budget): No single workflow exceeded 30% of total tokens. Matt Pocock Skills Reviewer led at ~14.7% (10.5M / 71.3M), followed by Daily Documentation Updater at 13.9%.
- High-token single-run workflows: Daily Documentation Updater (9.9M tokens, 1 run), Glossary Maintainer (9.1M, 1 run), and GitHub API Consumption Report Agent (5.3M, 1 run) are expensive per-run. Worth monitoring for optimization.
- Error-prone workflows: 15 workflows logged ≥1 error. Notably Glossary Maintainer, Test Quality Sentinel, GitHub API Consumption Report Agent, and Design Decision Gate each had 1 error. Daily Credit Limit Test (Intentionally Broken) is expected to fail.
- Zero-token workflows: PR Code Quality Reviewer (105 min, 8 runs), AI Moderator (71 min, 4 runs), and Smoke CI (51 min, 10 runs) report 0 tokens — these likely run non-LLM engines and should be excluded from token analysis.
- Avg AIC >10 flag: Skipped — AIC field absent from today's log data. Use historical snapshots to track this metric.
- AIC data gap: The
aic field was null for all runs. This should be investigated in the log collection pipeline. Today's entry in rolling-summary.json records total_aic: 0.0 to preserve run count history; it should be treated as a data gap, not actual zero spend.
Data snapshot: memory/token-audit/2026-06-17.json
References: §27689690482
Generated by Daily Agentic Workflow AIC Usage Audit · ◷
📊 Executive Summary
🏆 Top 5 Workflows by Token Usage
📈 Trends
Historical context (rolling-summary, last 7 days):
Run count (94) is consistent with recent days. The AIC=0 entry for today is a data gap, not a real drop.
Full Per-Workflow Breakdown (46 workflows, sorted by token usage)
💡 Observations
aicfield wasnullfor all runs. This should be investigated in the log collection pipeline. Today's entry inrolling-summary.jsonrecordstotal_aic: 0.0to preserve run count history; it should be treated as a data gap, not actual zero spend.Data snapshot:
memory/token-audit/2026-06-17.jsonReferences: §27689690482