📊 Executive Summary
- Period: last 24 hours (2026-06-25 to 2026-06-26)
- Total runs: 100 (all completed)
- Total AIC: 6,812.03
- Total Actions minutes: 1,103.0 min
- Active workflows: 60
🏆 Top 5 Workflows by AIC Usage
| Workflow |
Runs |
Total AIC |
Avg AIC |
| PR Code Quality Reviewer |
6 |
568.52 |
94.75 |
| Smoke Copilot |
1 |
512.62 |
512.62 |
| Daily Rendering Scripts Verifier |
1 |
425.47 |
425.47 |
| Copilot Session Insights |
1 |
379.41 |
379.41 |
| Matt Pocock Skills Reviewer |
5 |
365.27 |
73.05 |
📈 Trends
Day-over-day AIC: 6,906.53 → 6,812.03 (−94.50, −1.4%). The past 4 days show values ranging from ~6,812 to ~8,734, with 2026-06-24 as a recent peak.
Full Per-Workflow Breakdown
| Workflow |
Runs |
Total AIC |
Avg AIC |
Action Min |
Errors |
| PR Code Quality Reviewer |
6 |
568.517 |
94.753 |
79.0 |
0 |
| Smoke Copilot |
1 |
512.615 |
512.615 |
14.0 |
0 |
| Daily Rendering Scripts Verifier |
1 |
425.474 |
425.474 |
20.0 |
0 |
| Copilot Session Insights |
1 |
379.414 |
379.414 |
50.0 |
0 |
| Matt Pocock Skills Reviewer |
5 |
365.272 |
73.054 |
59.0 |
0 |
| Instructions Janitor |
1 |
356.015 |
356.015 |
17.0 |
0 |
| PR Description Updater |
6 |
251.069 |
41.845 |
52.0 |
3 |
| Test Quality Sentinel |
6 |
247.541 |
41.257 |
53.0 |
1 |
| [aw] Failure Investigator (6h) |
1 |
238.713 |
238.713 |
16.0 |
0 |
| daily-experiment-report |
1 |
229.870 |
229.870 |
25.0 |
0 |
| GitHub API Consumption Report Agent |
1 |
224.709 |
224.709 |
22.0 |
0 |
| Package Specification Extractor |
1 |
221.410 |
221.410 |
13.0 |
0 |
| Contribution Check |
1 |
217.800 |
217.800 |
13.0 |
0 |
| Smoke Copilot - AOAI (apikey) |
1 |
214.453 |
214.453 |
19.0 |
0 |
| Daily AgentRx Trace Optimizer |
1 |
197.358 |
197.358 |
12.0 |
0 |
| Design Decision Gate 🏗️ |
6 |
174.182 |
29.030 |
42.0 |
0 |
| PR Sous Chef |
5 |
157.074 |
31.415 |
46.0 |
0 |
| Daily AW Cross-Repo Compile Check |
1 |
149.959 |
149.959 |
61.0 |
0 |
| CLI Version Checker |
1 |
149.667 |
149.667 |
9.0 |
0 |
| Copilot Agent Prompt Clustering Analysis |
1 |
139.706 |
139.706 |
31.0 |
0 |
| Glossary Maintainer |
1 |
120.837 |
120.837 |
14.0 |
0 |
| Terminal Stylist |
1 |
110.450 |
110.450 |
12.0 |
0 |
| Copilot PR Conversation NLP Analysis |
1 |
104.500 |
104.500 |
23.0 |
0 |
| Go Fan |
1 |
102.530 |
102.530 |
9.0 |
0 |
| Dependabot Dependency Checker |
1 |
82.770 |
82.770 |
11.0 |
0 |
| Smoke Copilot - AOAI (Entra) |
1 |
82.603 |
82.603 |
13.0 |
0 |
| Smoke Claude |
1 |
82.053 |
82.053 |
14.0 |
0 |
| Sub-Issue Closer |
1 |
62.757 |
62.757 |
11.0 |
0 |
| Q |
1 |
51.973 |
51.973 |
12.0 |
0 |
| Daily Safe Outputs Conformance Checker |
1 |
48.999 |
48.999 |
7.0 |
0 |
| Dependabot Burner |
1 |
46.332 |
46.332 |
9.0 |
0 |
| Code Scanning Fixer |
1 |
44.817 |
44.817 |
12.0 |
0 |
| Daily News |
1 |
42.401 |
42.401 |
15.0 |
0 |
| PR Triage Agent |
1 |
38.008 |
38.008 |
9.0 |
0 |
| Daily Syntax Error Quality Check |
1 |
36.106 |
36.106 |
9.0 |
0 |
| Daily MCP Tool Concurrency Analysis |
1 |
35.958 |
35.958 |
9.0 |
0 |
| Daily Workflow Updater |
1 |
32.900 |
32.900 |
10.0 |
0 |
| Daily Documentation Updater |
1 |
30.580 |
30.580 |
7.0 |
0 |
| Daily Choice Type Test |
1 |
29.719 |
29.719 |
8.0 |
0 |
| Daily Hippo Learn |
1 |
27.347 |
27.347 |
8.0 |
0 |
| Team Status |
1 |
25.993 |
25.993 |
6.0 |
0 |
| Issue Monster |
2 |
19.418 |
9.709 |
15.0 |
0 |
| Draft PR Cleanup |
1 |
19.076 |
19.076 |
7.0 |
0 |
| Schema Consistency Checker |
1 |
17.215 |
17.215 |
8.0 |
0 |
| Agent Container Smoke Test |
1 |
17.196 |
17.196 |
7.0 |
0 |
| Multi-Device Docs Tester |
1 |
13.925 |
13.925 |
9.0 |
0 |
| Auto-Triage Issues |
3 |
13.875 |
4.625 |
22.0 |
0 |
| Package Specification Enforcer |
1 |
10.751 |
10.751 |
8.0 |
0 |
| Daily Max AI Credits Test (Intentionally Fails) |
1 |
10.317 |
10.317 |
4.0 |
1 |
| Smoke Codex |
1 |
9.481 |
9.481 |
12.0 |
0 |
| Constraint Solving — Problem of the Day |
1 |
7.480 |
7.480 |
9.0 |
0 |
| Dev |
1 |
5.745 |
5.745 |
9.0 |
0 |
| Smoke Pi |
1 |
3.637 |
3.637 |
7.0 |
0 |
| Changeset Generator |
1 |
2.316 |
2.316 |
7.0 |
0 |
| AI Moderator |
1 |
1.144 |
1.144 |
21.0 |
0 |
| Smoke CI |
10 |
0.000 |
0.000 |
51.0 |
0 |
| Smoke Antigravity |
1 |
0.000 |
0.000 |
6.0 |
0 |
| Smoke Gemini |
1 |
0.000 |
0.000 |
9.0 |
0 |
| Daily Sub-Agent Model Resolution Audit |
1 |
0.000 |
0.000 |
8.0 |
1 |
| GitHub Remote MCP Authentication Test |
1 |
0.000 |
0.000 |
3.0 |
1 |
💡 Observations
- No single heavy hitter (>30% of total AIC): costs are well-distributed across 60 workflows, with the top workflow (PR Code Quality Reviewer) at only 8.3%.
- High avg AIC per run — 47 workflows exceed the 10.0 AIC/run threshold. Notable outliers: Smoke Copilot (512.62), Daily Rendering Scripts Verifier (425.47), Copilot Session Insights (379.41), Instructions Janitor (356.01).
- Workflows with errors:
PR Description Updater (3 errors in 6 runs), Test Quality Sentinel (1 error in 6 runs), Daily Max AI Credits Test (Intentionally Fails) (expected), Daily Sub-Agent Model Resolution Audit (1 error), GitHub Remote MCP Authentication Test (1 error).
- Day-over-day trend: −1.4% vs yesterday (6,906 → 6,812 AIC). The recent peak was 2026-06-24 at 8,734 AIC.
Data snapshot: memory/token-audit/2026-06-26.json
Generated by Daily Agentic Workflow AIC Usage Audit · 88.2 AIC · ⌖ 8.41 AIC · ⊞ 8.5K · ◷
📊 Executive Summary
🏆 Top 5 Workflows by AIC Usage
📈 Trends
Day-over-day AIC: 6,906.53 → 6,812.03 (−94.50, −1.4%). The past 4 days show values ranging from ~6,812 to ~8,734, with 2026-06-24 as a recent peak.
Full Per-Workflow Breakdown
💡 Observations
PR Description Updater(3 errors in 6 runs),Test Quality Sentinel(1 error in 6 runs),Daily Max AI Credits Test (Intentionally Fails)(expected),Daily Sub-Agent Model Resolution Audit(1 error),GitHub Remote MCP Authentication Test(1 error).Data snapshot:
memory/token-audit/2026-06-26.json