📊 Executive Summary
- Period: last 24 hours (2026-06-04 to 2026-06-05)
- Total runs: 95 completed (5 in-progress at snapshot time)
- Total tokens: 87,294,844
- Total Actions minutes: 942.0 min
- Active workflows: 64
🏆 Top 5 Workflows by Token Usage
| Workflow |
Runs |
Total Tokens |
Avg Tokens |
Latest Run |
| Matt Pocock Skills Reviewer |
6 |
7,219,579 |
1,203,263 |
§27013336530 |
| Sergo - Serena Go Expert |
1 |
7,150,313 |
7,150,313 |
§26996526330 |
| Daily Rendering Scripts Verifier |
1 |
6,889,805 |
6,889,805 |
§27005318854 |
| Test Quality Sentinel |
6 |
6,354,409 |
1,059,068 |
§27013336594 |
| Safe Output Health Monitor |
1 |
4,249,168 |
4,249,168 |
§26997795494 |
📈 Trends
7-day average: 97,340,617 tokens/day — up +25.7% vs. the prior 7-day average (77,418,203). Today's 87.3M is below the recent 7-day average, suggesting slight moderation after a spike earlier in the week (138M on 2026-05-29).
Full Per-Workflow Breakdown
| Workflow |
Runs |
Total Tokens |
Avg Tokens |
Avg Turns |
Action Min |
Errors |
Warnings |
| Matt Pocock Skills Reviewer |
6 |
7,219,579 |
1,203,263 |
22.3 |
76 |
0 |
0 |
| Sergo - Serena Go Expert |
1 |
7,150,313 |
7,150,313 |
86.0 |
23 |
1 |
0 |
| Daily Rendering Scripts Verifier |
1 |
6,889,805 |
6,889,805 |
81.0 |
15 |
0 |
0 |
| Test Quality Sentinel |
6 |
6,354,409 |
1,059,068 |
32.0 |
70 |
1 |
0 |
| Safe Output Health Monitor |
1 |
4,249,168 |
4,249,168 |
66.0 |
12 |
0 |
0 |
| Daily OTel Instrumentation Advisor |
1 |
4,039,001 |
4,039,001 |
41.0 |
13 |
0 |
0 |
| Daily AgentRx Trace Optimizer |
1 |
3,602,747 |
3,602,747 |
38.0 |
15 |
0 |
0 |
| Contribution Check |
2 |
3,545,952 |
1,772,976 |
57.5 |
29 |
1 |
0 |
| Instructions Janitor |
1 |
3,352,317 |
3,352,317 |
63.0 |
12 |
0 |
0 |
| Daily AW Cross-Repo Compile Check |
1 |
2,816,222 |
2,816,222 |
45.0 |
22 |
0 |
0 |
| GitHub API Consumption Report Agent |
1 |
2,785,320 |
2,785,320 |
35.0 |
16 |
0 |
0 |
| Package Specification Extractor |
1 |
2,576,977 |
2,576,977 |
36.0 |
12 |
1 |
0 |
| Code Simplifier |
1 |
2,485,436 |
2,485,436 |
51.0 |
13 |
1 |
0 |
| Sub-Issue Closer |
1 |
2,430,700 |
2,430,700 |
53.0 |
14 |
0 |
0 |
| Design Decision Gate 🏗️ |
6 |
2,329,786 |
388,298 |
6.5 |
33 |
0 |
0 |
| Copilot Session Insights |
1 |
2,314,029 |
2,314,029 |
30.0 |
31 |
0 |
0 |
| Static Analysis Report |
1 |
1,892,859 |
1,892,859 |
25.0 |
12 |
0 |
0 |
| Daily CLI Tools Exploratory Tester |
1 |
1,892,655 |
1,892,655 |
35.0 |
19 |
0 |
0 |
| PR Sous Chef |
5 |
1,851,995 |
370,399 |
17.0 |
43 |
0 |
0 |
| Step Name Alignment |
1 |
1,788,619 |
1,788,619 |
30.0 |
8 |
0 |
0 |
| Terminal Stylist |
1 |
1,434,419 |
1,434,419 |
27.0 |
13 |
0 |
0 |
| Glossary Maintainer |
1 |
1,421,561 |
1,421,561 |
23.0 |
11 |
0 |
0 |
| Daily A/B Testing Advisor |
1 |
1,325,210 |
1,325,210 |
42.0 |
15 |
0 |
0 |
| [aw] Failure Investigator (6h) |
1 |
1,196,615 |
1,196,615 |
23.0 |
14 |
0 |
0 |
| CLI Version Checker |
1 |
1,103,783 |
1,103,783 |
21.0 |
9 |
0 |
0 |
| Daily Hippo Learn |
1 |
1,075,716 |
1,075,716 |
28.0 |
10 |
0 |
0 |
| Go Fan |
1 |
1,032,857 |
1,032,857 |
30.0 |
8 |
0 |
0 |
| Workflow Health Manager - Meta-Orchestrator |
1 |
980,723 |
980,723 |
25.0 |
11 |
0 |
0 |
| Daily AstroStyleLite Markdown Spellcheck |
1 |
858,480 |
858,480 |
15.0 |
8 |
0 |
0 |
| Multi-Device Docs Tester |
1 |
719,813 |
719,813 |
17.0 |
9 |
0 |
0 |
| Refactoring Cadence |
1 |
618,112 |
618,112 |
20.0 |
9 |
0 |
0 |
| Schema Consistency Checker |
1 |
596,982 |
596,982 |
9.0 |
7 |
0 |
0 |
| Dependabot Dependency Checker |
1 |
518,518 |
518,518 |
10.0 |
7 |
0 |
0 |
| Daily Semgrep Scan |
1 |
452,432 |
452,432 |
16.0 |
7 |
0 |
0 |
| OTLP Data Quality Validator |
1 |
434,293 |
434,293 |
11.0 |
7 |
0 |
0 |
| Issue Monster |
1 |
346,369 |
346,369 |
12.0 |
6 |
0 |
0 |
| Daily Safe Outputs Conformance Checker |
1 |
343,080 |
343,080 |
8.0 |
5 |
0 |
0 |
| GPL Dependency Cleaner (gpclean) |
1 |
326,021 |
326,021 |
10.0 |
5 |
0 |
0 |
| Daily Choice Type Test |
1 |
249,683 |
249,683 |
5.0 |
5 |
0 |
0 |
| Dependabot Burner |
1 |
199,605 |
199,605 |
7.0 |
5 |
0 |
0 |
| Auto-Triage Issues |
1 |
198,807 |
198,807 |
10.0 |
7 |
0 |
0 |
| PR Description Updater |
1 |
126,839 |
126,839 |
6.0 |
5 |
0 |
0 |
| GitHub Remote MCP Authentication Test |
1 |
115,134 |
115,134 |
5.0 |
3 |
0 |
0 |
| Dependabot Campaign |
1 |
51,903 |
51,903 |
3.0 |
4 |
0 |
0 |
| PR Code Quality Reviewer |
6 |
0 |
0 |
1.0 |
67 |
1 |
0 |
| Smoke CI |
6 |
0 |
0 |
0.0 |
22 |
0 |
0 |
| Draft PR Cleanup |
1 |
0 |
0 |
1.0 |
7 |
0 |
0 |
| Daily Documentation Updater |
1 |
0 |
0 |
1.0 |
4 |
1 |
0 |
| Copilot PR Conversation NLP Analysis |
1 |
0 |
0 |
1.0 |
17 |
0 |
0 |
| Daily MCP Tool Concurrency Analysis |
1 |
0 |
0 |
1.0 |
7 |
0 |
0 |
| Dev |
1 |
0 |
0 |
0.0 |
8 |
0 |
0 |
| Daily Syntax Error Quality Check |
1 |
0 |
0 |
1.0 |
6 |
0 |
0 |
| Daily Workflow Updater |
1 |
0 |
0 |
0.0 |
3 |
1 |
0 |
| PR Triage Agent |
1 |
0 |
0 |
1.0 |
7 |
0 |
0 |
| Daily News |
1 |
0 |
0 |
0.0 |
7 |
1 |
0 |
| Duplicate Code Detector |
1 |
0 |
0 |
0.0 |
6 |
0 |
0 |
| Copilot Agent Prompt Clustering Analysis |
1 |
0 |
0 |
1.0 |
26 |
0 |
0 |
| daily-experiment-report |
1 |
0 |
0 |
1.0 |
12 |
0 |
0 |
| AI Moderator |
2 |
0 |
0 |
0.0 |
29 |
0 |
0 |
| Designer Drift Audit |
1 |
0 |
0 |
0.0 |
2 |
1 |
0 |
| Documentation Noob Tester |
1 |
0 |
0 |
1.0 |
9 |
0 |
0 |
| jsweep - JavaScript Unbloater |
1 |
0 |
0 |
1.0 |
5 |
0 |
0 |
| Copilot CLI Deep Research Agent |
1 |
0 |
0 |
1.0 |
15 |
1 |
0 |
| Deployment Incident Monitor |
1 |
0 |
0 |
1.0 |
5 |
0 |
0 |
💡 Observations
- No single heavy hitter (>30%): The top workflow, Matt Pocock Skills Reviewer, accounts for 8.3% of total tokens — well below the 30% threshold. Usage is relatively distributed.
- High avg-tokens-per-run (>100K): The following workflows exceed 100K avg tokens/run and are candidates for optimization:
- Sergo - Serena Go Expert: 7,150,313 avg (1 run, 1 error) ⚠️
- Daily Rendering Scripts Verifier: 6,889,805 avg (1 run) ⚠️
- Safe Output Health Monitor: 4,249,168 avg (1 run) ⚠️
- Daily OTel Instrumentation Advisor: 4,039,001 avg (1 run) ⚠️
- Daily AgentRx Trace Optimizer: 3,602,747 avg (1 run) ⚠️
- Instructions Janitor: 3,352,317 avg (1 run) ⚠️
- (and 15+ more above 100K avg) — see full breakdown above
- Errors with errors relative to runs: Sergo, Test Quality Sentinel, Contribution Check, Code Simplifier, Package Specification Extractor, and PR Code Quality Reviewer each recorded 1 error. None is critically high but worth monitoring.
- Week-over-week trend: 7-day average is +25.7% vs. prior week (97.3M vs 77.4M). Today's 87.3M is below the recent peak (138M on 2026-05-29), suggesting modest day-to-day variability.
Data snapshot: memory/token-audit/2026-06-05.json
Generated by Daily Agentic Workflow Token Usage Audit · 224.6 AIC · ◷
📊 Executive Summary
🏆 Top 5 Workflows by Token Usage
📈 Trends
7-day average: 97,340,617 tokens/day — up +25.7% vs. the prior 7-day average (77,418,203). Today's 87.3M is below the recent 7-day average, suggesting slight moderation after a spike earlier in the week (138M on 2026-05-29).
Full Per-Workflow Breakdown
💡 Observations
Data snapshot:
memory/token-audit/2026-06-05.json