📊 Executive Summary
- Period: last 24 hours (2026-09-23 to 2026-09-24)
- Total runs: 100
- Total AIC: 4611.19
- Total Actions minutes: 1169.0 min
- Active workflows: 63
🏆 Top 5 Workflows by AIC Usage
| Workflow |
Runs |
Total AIC |
Avg AIC |
| Instructions Janitor |
1 |
486.36 |
486.36 |
| PR Sous Chef |
19 |
399.27 |
21.01 |
| Daily Container Image Security Scan |
1 |
318.38 |
318.38 |
| Copilot Session Insights |
1 |
297.13 |
297.13 |
| Daily Harness Experiment Proposer |
1 |
285.28 |
285.28 |
📈 Trends
Total AIC decreased from 4813.06 (2026-09-23) to 4611.19 (2026-09-24), a -4.2% day-over-day change. The rolling history now spans 69 daily snapshots (legacy entries recorded before AIC tracking was introduced were excluded from the trend chart, which plots only AIC-based entries).
Full Per-Workflow Breakdown
| Workflow |
Runs |
Total AIC |
Avg AIC |
Turns |
Action Min |
Errors |
Warnings |
| Instructions Janitor |
1 |
486.36 |
486.36 |
0 |
23.0 |
0 |
0 |
| PR Sous Chef |
19 |
399.27 |
21.01 |
0 |
175.0 |
3 |
0 |
| Daily Container Image Security Scan |
1 |
318.38 |
318.38 |
0 |
31.0 |
0 |
0 |
| Copilot Session Insights |
1 |
297.13 |
297.13 |
0 |
36.0 |
0 |
0 |
| Daily Harness Experiment Proposer |
1 |
285.28 |
285.28 |
0 |
18.0 |
1 |
0 |
| Daily VulnHunter Scan |
1 |
266.70 |
266.70 |
0 |
14.0 |
0 |
0 |
| Daily Rendering Scripts Verifier |
1 |
264.78 |
264.78 |
0 |
17.0 |
2 |
0 |
| Deep Report |
1 |
261.05 |
261.05 |
0 |
16.0 |
1 |
0 |
| Daily AW Cross-Repo Compile Check |
1 |
240.16 |
240.16 |
0 |
16.0 |
0 |
0 |
| daily-experiment-report |
1 |
225.45 |
225.45 |
1 |
20.0 |
1 |
0 |
| Go Fan |
1 |
160.83 |
160.83 |
0 |
10.0 |
0 |
0 |
| ESLint Miner |
1 |
150.82 |
150.82 |
1 |
15.0 |
0 |
0 |
| Package Specification Extractor |
1 |
129.40 |
129.40 |
0 |
9.0 |
0 |
0 |
| Copilot Agent Prompt Clustering Analysis |
1 |
126.97 |
126.97 |
0 |
24.0 |
0 |
0 |
| Glossary Maintainer |
1 |
113.61 |
113.61 |
0 |
14.0 |
0 |
0 |
| Issue Monster |
11 |
102.93 |
9.36 |
0 |
81.0 |
0 |
0 |
| Daily Grader Audit |
1 |
84.76 |
84.76 |
0 |
19.0 |
1 |
0 |
| [aw] Failure Investigator (6h) |
2 |
62.10 |
31.05 |
0 |
17.0 |
0 |
0 |
| Copilot PR Conversation NLP Analysis |
1 |
61.41 |
61.41 |
1 |
12.0 |
0 |
0 |
| Tidy |
1 |
59.00 |
59.00 |
0 |
27.0 |
1 |
0 |
| Contribution Check |
1 |
57.01 |
57.01 |
0 |
9.0 |
0 |
0 |
| CLI Version Checker |
1 |
42.82 |
42.82 |
0 |
8.0 |
0 |
0 |
| Daily Elixir Credo Snippet Audit |
1 |
37.65 |
37.65 |
0 |
7.0 |
0 |
0 |
| Daily Safe Outputs Conformance Checker |
1 |
35.84 |
35.84 |
0 |
7.0 |
0 |
0 |
| Daily News |
1 |
30.18 |
30.18 |
0 |
12.0 |
0 |
0 |
| Daily Choice Type Test |
1 |
28.73 |
28.73 |
0 |
5.0 |
0 |
0 |
| Daily PR Code Quality Review |
1 |
27.79 |
27.79 |
1 |
6.0 |
0 |
0 |
| Daily Workflow Updater |
1 |
26.98 |
26.98 |
1 |
11.0 |
0 |
0 |
| Daily Spending Forecast |
1 |
26.26 |
26.26 |
0 |
44.0 |
0 |
0 |
| Daily Syntax Error Quality Check |
1 |
20.16 |
20.16 |
1 |
9.0 |
0 |
0 |
| Daily Assign Issue To User |
1 |
17.91 |
17.91 |
1 |
14.0 |
2 |
0 |
| Daily Go Test Parallelizer |
3 |
16.71 |
5.57 |
0 |
23.0 |
0 |
0 |
| Daily Storify |
1 |
16.51 |
16.51 |
0 |
20.0 |
1 |
0 |
| Code Scanning Fixer |
1 |
15.42 |
15.42 |
1 |
8.0 |
1 |
0 |
| arXiv Paper Researcher: GitHub Agentic Workflows |
1 |
14.62 |
14.62 |
0 |
6.0 |
0 |
0 |
| Draft PR Cleanup |
1 |
13.88 |
13.88 |
1 |
8.0 |
0 |
0 |
| Daily MCP Tool Concurrency Analysis |
1 |
12.04 |
12.04 |
1 |
5.0 |
1 |
0 |
| Daily A/B Testing Advisor |
1 |
11.66 |
11.66 |
0 |
7.0 |
0 |
0 |
| Daily Documentation Updater |
1 |
8.14 |
8.14 |
0 |
7.0 |
0 |
0 |
| Multi-Device Docs Tester |
1 |
7.36 |
7.36 |
0 |
8.0 |
0 |
0 |
| Schema Consistency Checker |
1 |
6.65 |
6.65 |
0 |
5.0 |
0 |
0 |
| Daily Sub-Agent Model Resolution Audit |
1 |
6.45 |
6.45 |
1 |
8.0 |
1 |
0 |
| GitHub Remote MCP Authentication Test |
1 |
5.20 |
5.20 |
0 |
5.0 |
0 |
0 |
| Package Specification Enforcer |
1 |
4.54 |
4.54 |
0 |
6.0 |
0 |
0 |
| Dev |
1 |
4.37 |
4.37 |
0 |
6.0 |
0 |
0 |
| Feature Grower |
1 |
4.30 |
4.30 |
0 |
5.0 |
0 |
0 |
| Daily Evals Feature Report |
1 |
4.12 |
4.12 |
0 |
8.0 |
0 |
0 |
| GitHub API Consumption Report Agent |
1 |
3.94 |
3.94 |
0 |
7.0 |
0 |
0 |
| Auto-Triage Issues |
1 |
3.05 |
3.05 |
0 |
6.0 |
0 |
0 |
| Functional Pragmatist |
1 |
2.32 |
2.32 |
0 |
5.0 |
0 |
0 |
| Daily Max Ai Credits Test |
1 |
2.18 |
2.18 |
0 |
4.0 |
0 |
0 |
| Test Quality Sentinel |
1 |
0.00 |
0.00 |
0 |
1.0 |
0 |
0 |
| Impeccable Skills Reviewer |
1 |
0.00 |
0.00 |
0 |
1.0 |
0 |
0 |
| Ponytail Reviewer |
1 |
0.00 |
0.00 |
0 |
1.0 |
0 |
0 |
| PR Code Quality Reviewer |
1 |
0.00 |
0.00 |
0 |
1.0 |
0 |
0 |
| Matt Pocock Skills Reviewer |
1 |
0.00 |
0.00 |
0 |
1.0 |
0 |
0 |
| Design Decision Gate 🏗️ |
1 |
0.00 |
0.00 |
0 |
1.0 |
0 |
0 |
| AI Moderator |
6 |
0.00 |
0.00 |
0 |
242.0 |
4 |
0 |
| Avenger |
2 |
0.00 |
0.00 |
0 |
10.0 |
2 |
0 |
| Terminal Stylist |
1 |
0.00 |
0.00 |
0 |
6.0 |
2 |
0 |
| Sub-Issue Closer |
1 |
0.00 |
0.00 |
0 |
5.0 |
2 |
0 |
| PR Triage Agent |
1 |
0.00 |
0.00 |
0 |
5.0 |
1 |
0 |
| Daily AgentRx Trace Optimizer |
1 |
0.00 |
0.00 |
0 |
12.0 |
1 |
0 |
💡 Observations
- No single workflow exceeds 30% of total AIC (top consumer, Instructions Janitor, is ~10.5% of the daily total), so there is no "heavy hitter" today.
- Several single-run workflows (Daily Rendering Scripts Verifier, Daily Assign Issue To User, Terminal Stylist, Sub-Issue Closer) each logged 2 errors in their sole run — worth a closer look since that's a 100% error rate for those runs.
- PR Sous Chef ran most frequently (19 runs) and logged 3 total errors across those runs.
- 35 workflows have an avg AIC per run exceeding 10.00, led by Instructions Janitor (486.36), Daily Container Image Security Scan (318.38), and Copilot Session Insights (297.13) — all single-run, high-cost daily jobs.
References: §35976559907, §35992454169, §35960390216
Data snapshot: memory/token-audit/2026-09-24.json
Generated by Daily Agentic Workflow AIC Usage Audit · copilot · auto · 61.4 AIC · ⌖ 7.32 AIC · ⊞ 13.2K · ◷
📊 Executive Summary
🏆 Top 5 Workflows by AIC Usage
📈 Trends
Total AIC decreased from 4813.06 (2026-09-23) to 4611.19 (2026-09-24), a -4.2% day-over-day change. The rolling history now spans 69 daily snapshots (legacy entries recorded before AIC tracking was introduced were excluded from the trend chart, which plots only AIC-based entries).
Full Per-Workflow Breakdown
💡 Observations
References: §35976559907, §35992454169, §35960390216
Data snapshot:
memory/token-audit/2026-09-24.json