[agentic-token-audit] Daily AIC Usage Audit — 2026-06-22

### 📊 Executive Summary

- **Period**: 2026-06-22 (last 24 hours)
- **Total runs**: 100
- **Total AIC**: 0.00 ⚠️ *(AIC instrumentation not available for this collection window — only the usage artifact was downloaded and none of the runs reported AIC, token, or turn data)*
- **Total Actions minutes**: 1,248 min
- **Active workflows**: 80

> **Note on missing AIC data**: The log collector message confirms *"Only the usage artifact was downloaded."* All 100 runs have `aic: null`. Action minutes are used as the primary ranking metric for this report. The rolling-summary entry for today is recorded with `total_aic: 0`.

### 🏆 Top 5 Workflows by Action Minutes

*(Ranked by action minutes — AIC unavailable for this period)*

| Workflow | Runs | Total AIC | Avg AIC | Action Min |
|---|---|---|---|---|
| Daily AW Cross-Repo Compile Check | 1 | 0.00 | 0.00 | 69.0 |
| PR Code Quality Reviewer | 4 | 0.00 | 0.00 | 55.0 |
| PR Sous Chef | 5 | 0.00 | 0.00 | 45.0 |
| Matt Pocock Skills Reviewer | 4 | 0.00 | 0.00 | 44.0 |
| AI Moderator | 2 | 0.00 | 0.00 | 40.0 |

### 📈 Trends

![AIC by Workflow](https://github.com/github/gh-aw/blob/assets/Daily-Agentic-Workflow-AIC-Usage-Audit/38f0c97271b4bfc5d359a1d35cf4c160467e4e0aead554ff89832d18e383a3d8.png?raw=true)

![Historical AIC Trend](https://github.com/github/gh-aw/blob/assets/Daily-Agentic-Workflow-AIC-Usage-Audit/a76a16fb9012a908fab840f5fa712b735f55933ce7c890f93743d230fa001a26.png?raw=true)

Historical context from `rolling-summary.json` (47 entries):
- Most periods report `total_aic: 0` — AIC data has been consistently sparse
- Notable spike: **2026-06-19** reported `total_aic: 9,239.03` (only occurrence in recent history)
- Today continues the 0 AIC pattern; action minutes increased from 1,133 (Jun 19) → **1,248** (today)

<details>
<summary><b>Full Per-Workflow Breakdown</b></summary>

| Workflow | Runs | Total AIC | Avg AIC | Action Min | Errors | Warnings |
|---|---|---|---|---|---|---|
| Daily AW Cross-Repo Compile Check | 1 | 0.00 | 0.00 | 69.0 | 0 | 0 |
| PR Code Quality Reviewer | 4 | 0.00 | 0.00 | 55.0 | 0 | 0 |
| PR Sous Chef | 5 | 0.00 | 0.00 | 45.0 | 0 | 0 |
| Matt Pocock Skills Reviewer | 4 | 0.00 | 0.00 | 44.0 | 0 | 0 |
| AI Moderator | 2 | 0.00 | 0.00 | 40.0 | 0 | 0 |
| Release | 1 | 0.00 | 0.00 | 36.0 | 0 | 0 |
| Copilot Session Insights | 1 | 0.00 | 0.00 | 35.0 | 0 | 0 |
| Daily Compiler Threat Spec Optimizer | 1 | 0.00 | 0.00 | 35.0 | 1 | 0 |
| Organization Health Report | 1 | 0.00 | 0.00 | 33.0 | 0 | 0 |
| Test Quality Sentinel | 3 | 0.00 | 0.00 | 29.0 | 0 | 0 |
| GitHub API Consumption Report Agent | 1 | 0.00 | 0.00 | 27.0 | 0 | 0 |
| Copilot Agent Prompt Clustering Analysis | 1 | 0.00 | 0.00 | 26.0 | 0 | 0 |
| PR Description Updater | 3 | 0.00 | 0.00 | 26.0 | 0 | 0 |
| Contribution Check | 2 | 0.00 | 0.00 | 25.0 | 0 | 0 |
| Layout Specification Maintainer | 1 | 0.00 | 0.00 | 23.0 | 1 | 0 |
| Copilot PR Conversation NLP Analysis | 1 | 0.00 | 0.00 | 22.0 | 0 | 0 |
| daily-experiment-report | 1 | 0.00 | 0.00 | 22.0 | 0 | 0 |
| Daily AgentRx Trace Optimizer | 1 | 0.00 | 0.00 | 21.0 | 0 | 0 |
| Daily Rendering Scripts Verifier | 1 | 0.00 | 0.00 | 19.0 | 0 | 0 |
| Sergo - Serena Go Expert | 1 | 0.00 | 0.00 | 19.0 | 0 | 0 |
| Design Decision Gate 🏗️ | 3 | 0.00 | 0.00 | 18.0 | 0 | 0 |
| Glossary Maintainer | 1 | 0.00 | 0.00 | 17.0 | 0 | 0 |
| Daily Firewall Logs Collector and Reporter | 1 | 0.00 | 0.00 | 17.0 | 0 | 0 |
| Architecture Diagram Generator | 1 | 0.00 | 0.00 | 16.0 | 0 | 0 |
| [aw] Failure Investigator (6h) | 1 | 0.00 | 0.00 | 16.0 | 0 | 0 |
| Weekly Workflow Analysis | 1 | 0.00 | 0.00 | 15.0 | 1 | 0 |
| Smoke CI | 3 | 0.00 | 0.00 | 15.0 | 0 | 0 |
| Daily CLI Tools Exploratory Tester | 1 | 0.00 | 0.00 | 15.0 | 0 | 0 |
| Daily Compiler Quality Check | 1 | 0.00 | 0.00 | 15.0 | 0 | 0 |
| Package Specification Extractor | 1 | 0.00 | 0.00 | 14.0 | 0 | 0 |
| Weekly Safe Outputs Specification Review | 1 | 0.00 | 0.00 | 14.0 | 0 | 0 |
| Safe Output Health Monitor | 1 | 0.00 | 0.00 | 14.0 | 0 | 0 |
| Copilot CLI Deep Research Agent | 1 | 0.00 | 0.00 | 14.0 | 0 | 0 |
| jsweep - JavaScript Unbloater | 1 | 0.00 | 0.00 | 14.0 | 0 | 0 |
| Code Simplifier | 1 | 0.00 | 0.00 | 14.0 | 0 | 0 |
| Daily Workflow Updater | 1 | 0.00 | 0.00 | 13.0 | 0 | 0 |
| Static Analysis Report | 1 | 0.00 | 0.00 | 13.0 | 0 | 0 |
| Documentation Noob Tester | 1 | 0.00 | 0.00 | 13.0 | 0 | 0 |
| Weekly Blog Post Writer | 1 | 0.00 | 0.00 | 13.0 | 0 | 0 |
| Terminal Stylist | 1 | 0.00 | 0.00 | 12.0 | 0 | 0 |
| Daily Semgrep Scan | 1 | 0.00 | 0.00 | 12.0 | 0 | 0 |
| Code Scanning Fixer | 1 | 0.00 | 0.00 | 11.0 | 0 | 0 |
| Metrics Collector - Infrastructure Agent | 1 | 0.00 | 0.00 | 11.0 | 0 | 0 |
| Go Fan | 1 | 0.00 | 0.00 | 10.0 | 0 | 0 |
| Daily MCP Tool Concurrency Analysis | 1 | 0.00 | 0.00 | 9.0 | 0 | 0 |
| Sub-Issue Closer | 1 | 0.00 | 0.00 | 9.0 | 0 | 0 |
| CLI Version Checker | 1 | 0.00 | 0.00 | 9.0 | 0 | 0 |
| Workflow Health Manager - Meta-Orchestrator | 1 | 0.00 | 0.00 | 9.0 | 0 | 0 |
| Daily Safe Outputs Git Simulator | 1 | 0.00 | 0.00 | 9.0 | 0 | 0 |
| Designer Drift Audit | 1 | 0.00 | 0.00 | 9.0 | 0 | 0 |
| Refactoring Cadence | 1 | 0.00 | 0.00 | 9.0 | 0 | 0 |
| Constraint Solving — Problem of the Day | 1 | 0.00 | 0.00 | 8.0 | 0 | 0 |
| Team Status | 1 | 0.00 | 0.00 | 8.0 | 0 | 0 |
| Dependabot Dependency Checker | 1 | 0.00 | 0.00 | 8.0 | 0 | 0 |
| Dev | 1 | 0.00 | 0.00 | 8.0 | 0 | 0 |
| Daily News | 1 | 0.00 | 0.00 | 8.0 | 1 | 0 |
| Instructions Janitor | 1 | 0.00 | 0.00 | 8.0 | 0 | 0 |
| PR Triage Agent | 1 | 0.00 | 0.00 | 8.0 | 0 | 0 |
| Duplicate Code Detector | 1 | 0.00 | 0.00 | 8.0 | 0 | 0 |
| Daily AstroStyleLite Markdown Spellcheck | 1 | 0.00 | 0.00 | 8.0 | 0 | 0 |
| GPL Dependency Cleaner (gpclean) | 1 | 0.00 | 0.00 | 8.0 | 0 | 0 |
| Daily Community Attribution Updater | 1 | 0.00 | 0.00 | 8.0 | 1 | 0 |
| Package Specification Enforcer | 1 | 0.00 | 0.00 | 7.0 | 0 | 0 |
| Draft PR Cleanup | 1 | 0.00 | 0.00 | 7.0 | 0 | 0 |
| Daily Syntax Error Quality Check | 1 | 0.00 | 0.00 | 7.0 | 0 | 0 |
| Auto-Triage Issues | 1 | 0.00 | 0.00 | 7.0 | 0 | 0 |
| Daily Safe Outputs Conformance Checker | 1 | 0.00 | 0.00 | 7.0 | 0 | 0 |
| Multi-Device Docs Tester | 1 | 0.00 | 0.00 | 7.0 | 0 | 0 |
| Step Name Alignment | 1 | 0.00 | 0.00 | 7.0 | 0 | 0 |
| LintMonster | 1 | 0.00 | 0.00 | 7.0 | 0 | 0 |
| Daily Documentation Updater | 1 | 0.00 | 0.00 | 6.0 | 0 | 0 |
| Schema Feature Coverage Checker | 1 | 0.00 | 0.00 | 6.0 | 0 | 0 |
| Daily Hippo Learn | 1 | 0.00 | 0.00 | 6.0 | 0 | 0 |
| Schema Consistency Checker | 1 | 0.00 | 0.00 | 6.0 | 0 | 0 |
| Daily Windows Terminal Integration Builder | 1 | 0.00 | 0.00 | 6.0 | 0 | 0 |
| Issue Monster | 1 | 0.00 | 0.00 | 6.0 | 0 | 0 |
| Daily Choice Type Test | 1 | 0.00 | 0.00 | 5.0 | 0 | 0 |
| GitHub Remote MCP Authentication Test | 1 | 0.00 | 0.00 | 5.0 | 0 | 0 |
| Copilot Centralization Optimizer | 1 | 0.00 | 0.00 | 5.0 | 0 | 0 |
| Daily Max AI Credits Test (Intentionally Fails) | 1 | 0.00 | 0.00 | 3.0 | 1 | 0 |

</details>

### 💡 Observations

- **AIC data unavailable**: No heavy-hitter analysis possible — all workflows report 0.00 AIC. Only the `usage` artifact was downloaded; AIC/token/turn fields were null across all 100 runs. Consider running with `--artifacts all` to capture full cost metrics.
- **6 workflows with errors** (error rate 6%):
  - `Daily Compiler Threat Spec Optimizer` — 1 error in 1 run (100% error rate)
  - `Layout Specification Maintainer` — 1 error in 1 run (100% error rate)
  - `Weekly Workflow Analysis` — 1 error in 1 run (100% error rate)
  - `Daily News` — 1 error in 1 run (100% error rate)
  - `Daily Community Attribution Updater` — 1 error in 1 run (100% error rate, failure conclusion)
  - `Daily Max AI Credits Test (Intentionally Fails)` — 1 error in 1 run *(expected failure)*
- **Action minutes up**: 1,248 min today vs. 1,133 min on Jun 19 (+10.2%) — volume growth continues
- **No avg AIC >10.00 flagged** (all zero; revisit when AIC instrumentation is restored)

**Data snapshot**: `memory/token-audit/2026-06-22.json`







> Generated by [Daily Agentic Workflow AIC Usage Audit](https://github.com/github/gh-aw/actions/runs/27955864638) · 94.7 AIC · ⌖ 12.1 AIC · ⊞ 8.4K · [◷](https://github.com/search?q=repo%3Agithub%2Fgh-aw+is%3Aissue+%22gh-aw-workflow-call-id%3A+github%2Fgh-aw%2Fagentic-token-audit%22&type=issues)
> - [x] expires  on Jun 25, 2026, 5:33 AM UTC-08:00

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[agentic-token-audit] Daily AIC Usage Audit — 2026-06-22 #40783

📊 Executive Summary

🏆 Top 5 Workflows by Action Minutes

📈 Trends

💡 Observations

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Workflow	Runs	Action Min
Daily AW Cross-Repo Compile Check	1	69.0
PR Code Quality Reviewer	4	55.0
PR Sous Chef	5	45.0
Matt Pocock Skills Reviewer	4	44.0
AI Moderator	2	40.0

Uh oh!

[agentic-token-audit] Daily AIC Usage Audit — 2026-06-22 #40783

Description

📊 Executive Summary

🏆 Top 5 Workflows by Action Minutes

📈 Trends

💡 Observations

Metadata

Metadata

Assignees

Labels

Type

Fields

Projects

Milestone

Relationships

Development

Issue actions