📊 Copilot Token Usage Report2026-07-08

### Overview

**Period**: 2026-07-08T01:45:52Z to 2026-07-08T07:40:39Z  
**Runs analyzed**: 50 (0 had token data; 47 had AIC data)  
**Total tokens**: 0 across all workflows  
**Estimated total cost**: $0.00  
**Total Actions minutes**: 423.0 min  
**AIC observed**: 1501.2 across 47 runs  
**Non-successful runs**: 4/50

No runs contained `token_usage`, `estimated_cost`, or model-level token summaries. The audit should be treated as an instrumentation report rather than a token-cost report; available `aic` values are shown as the best current proxy for Copilot engine activity.

### Workflow Summary

| Workflow | Runs | Total Tokens | Avg Tokens | Cost | Avg Cost | AIC | Avg AIC | Actions min | Failures |
|----------|------|--------------|------------|------|----------|-----|---------|-------------|----------|
| Build Test Suite | 4 | 0 | 0 | $0.00 | $0.00 | 297.3 | 74.3 | 44 | 1/4 |
| Refactoring Opportunity Scanner | 1 | 0 | 0 | $0.00 | $0.00 | 186.6 | 186.6 | 22 | 0/1 |
| Schema & Spec Sync | 1 | 0 | 0 | $0.00 | $0.00 | 134.3 | 134.3 | 18 | 0/1 |
| Model API Mapping Updater | 1 | 0 | 0 | $0.00 | $0.00 | 116.5 | 116.5 | 22 | 0/1 |
| Smoke OTel Tracing | 4 | 0 | 0 | $0.00 | $0.00 | 107.6 | 26.9 | 29 | 0/4 |
| Daily Security Review and Threat Modeling | 1 | 0 | 0 | $0.00 | $0.00 | 105.5 | 105.5 | 12 | 0/1 |
| Smoke Copilot PAT | 4 | 0 | 0 | $0.00 | $0.00 | 71.1 | 17.8 | 26 | 0/4 |
| Smoke Copilot | 4 | 0 | 0 | $0.00 | $0.00 | 61.5 | 15.4 | 27 | 0/4 |
| Duplicate Code Detector | 1 | 0 | 0 | $0.00 | $0.00 | 60.1 | 60.1 | 7 | 0/1 |
| Daily Claude Token Optimization Advisor | 1 | 0 | 0 | $0.00 | $0.00 | 52.1 | 52.1 | 19 | 0/1 |
| Contribution Check | 3 | 0 | 0 | $0.00 | $0.00 | 52.0 | 17.3 | 13 | 0/3 |
| Dependency Security Monitor | 1 | 0 | 0 | $0.00 | $0.00 | 50.4 | 50.4 | 8 | 0/1 |
| Issue Duplication Detector | 1 | 0 | 0 | $0.00 | $0.00 | 47.8 | 47.8 | 9 | 0/1 |
| Smoke Chroot | 4 | 0 | 0 | $0.00 | $0.00 | 39.6 | 9.9 | 29 | 0/4 |
| Smoke Services | 4 | 0 | 0 | $0.00 | $0.00 | 37.7 | 9.4 | 24 | 0/4 |
| Daily Claude Token Usage Analyzer | 1 | 0 | 0 | $0.00 | $0.00 | 34.0 | 34.0 | 9 | 0/1 |
| Smoke Copilot BYOK | 4 | 0 | 0 | $0.00 | $0.00 | 25.2 | 6.3 | 24 | 0/4 |
| Security Guard | 2 | 0 | 0 | $0.00 | $0.00 | 11.0 | 5.5 | 26 | 2/2 |
| Smoke Copilot BYOK AOAI (api-key) | 4 | 0 | 0 | $0.00 | $0.00 | 8.6 | 2.1 | 30 | 0/4 |
| Smoke Copilot BYOK AOAI (Entra) | 4 | 0 | 0 | $0.00 | $0.00 | 2.3 | 0.6 | 25 | 1/4 |

### 🔍 Optimization Opportunities

1. **Token instrumentation gap** — 20 workflows had no token/cost data. Confirm the Copilot api-proxy token accounting fields are emitted into `gh aw logs --engine copilot --json`.
2. **Refactoring Opportunity Scanner** — High AIC proxy usage: 186.6/run across 1 run(s). Review prompt size, MCP tool surface, and deterministic pre/post-processing.
3. **Schema & Spec Sync** — High AIC proxy usage: 134.3/run across 1 run(s). Review prompt size, MCP tool surface, and deterministic pre/post-processing.
4. **Model API Mapping Updater** — High AIC proxy usage: 116.5/run across 1 run(s). Review prompt size, MCP tool surface, and deterministic pre/post-processing.
5. **Daily Security Review and Threat Modeling** — High AIC proxy usage: 105.5/run across 1 run(s). Review prompt size, MCP tool surface, and deterministic pre/post-processing.
6. **Security Guard** — High failure rate: 2/2 runs. Reliability failures can cause repeated agent work and wasted inference.

<details>
<summary><b>Top Per-Workflow Details</b></summary>

#### Build Test Suite
- **Runs**: 4 ([§28914687458](https://github.com/github/gh-aw-firewall/actions/runs/28914687458), [§28913841468](https://github.com/github/gh-aw-firewall/actions/runs/28913841468), [§28913068583](https://github.com/github/gh-aw-firewall/actions/runs/28913068583), [§28911473487](https://github.com/github/gh-aw-firewall/actions/runs/28911473487))
- **Total tokens**: 0 (avg 0/run)
- **Estimated cost**: $0.00 (avg $0.00/run)
- **AIC**: 297.3 total (avg 74.3/run)
- **Actions minutes**: 44.0 total (avg 11.0/run)
- **Turns**: 0 total (avg 0.0/run)
- **Model breakdown**: unavailable in `token_usage_summary`
- **Failure rate**: 1/4 runs

#### Refactoring Opportunity Scanner
- **Runs**: 1 ([§28919141556](https://github.com/github/gh-aw-firewall/actions/runs/28919141556))
- **Total tokens**: 0 (avg 0/run)
- **Estimated cost**: $0.00 (avg $0.00/run)
- **AIC**: 186.6 total (avg 186.6/run)
- **Actions minutes**: 22.0 total (avg 22.0/run)
- **Turns**: 0 total (avg 0.0/run)
- **Model breakdown**: unavailable in `token_usage_summary`
- **Failure rate**: 0/1 runs

#### Schema & Spec Sync
- **Runs**: 1 ([§28919428040](https://github.com/github/gh-aw-firewall/actions/runs/28919428040))
- **Total tokens**: 0 (avg 0/run)
- **Estimated cost**: $0.00 (avg $0.00/run)
- **AIC**: 134.3 total (avg 134.3/run)
- **Actions minutes**: 18.0 total (avg 18.0/run)
- **Turns**: 0 total (avg 0.0/run)
- **Model breakdown**: unavailable in `token_usage_summary`
- **Failure rate**: 0/1 runs

#### Model API Mapping Updater
- **Runs**: 1 ([§28921414086](https://github.com/github/gh-aw-firewall/actions/runs/28921414086))
- **Total tokens**: 0 (avg 0/run)
- **Estimated cost**: $0.00 (avg $0.00/run)
- **AIC**: 116.5 total (avg 116.5/run)
- **Actions minutes**: 22.0 total (avg 22.0/run)
- **Turns**: 0 total (avg 0.0/run)
- **Model breakdown**: unavailable in `token_usage_summary`
- **Failure rate**: 0/1 runs

#### Smoke OTel Tracing
- **Runs**: 4 ([§28914687429](https://github.com/github/gh-aw-firewall/actions/runs/28914687429), [§28913841488](https://github.com/github/gh-aw-firewall/actions/runs/28913841488), [§28913068501](https://github.com/github/gh-aw-firewall/actions/runs/28913068501), [§28911473486](https://github.com/github/gh-aw-firewall/actions/runs/28911473486))
- **Total tokens**: 0 (avg 0/run)
- **Estimated cost**: $0.00 (avg $0.00/run)
- **AIC**: 107.6 total (avg 26.9/run)
- **Actions minutes**: 29.0 total (avg 7.2/run)
- **Turns**: 0 total (avg 0.0/run)
- **Model breakdown**: unavailable in `token_usage_summary`
- **Failure rate**: 0/4 runs

#### Daily Security Review and Threat Modeling
- **Runs**: 1 ([§28926055846](https://github.com/github/gh-aw-firewall/actions/runs/28926055846))
- **Total tokens**: 0 (avg 0/run)
- **Estimated cost**: $0.00 (avg $0.00/run)
- **AIC**: 105.5 total (avg 105.5/run)
- **Actions minutes**: 12.0 total (avg 12.0/run)
- **Turns**: 0 total (avg 0.0/run)
- **Model breakdown**: unavailable in `token_usage_summary`
- **Failure rate**: 0/1 runs

#### Smoke Copilot PAT
- **Runs**: 4 ([§28914687463](https://github.com/github/gh-aw-firewall/actions/runs/28914687463), [§28913841426](https://github.com/github/gh-aw-firewall/actions/runs/28913841426), [§28913068570](https://github.com/github/gh-aw-firewall/actions/runs/28913068570), [§28911473493](https://github.com/github/gh-aw-firewall/actions/runs/28911473493))
- **Total tokens**: 0 (avg 0/run)
- **Estimated cost**: $0.00 (avg $0.00/run)
- **AIC**: 71.1 total (avg 17.8/run)
- **Actions minutes**: 26.0 total (avg 6.5/run)
- **Turns**: 0 total (avg 0.0/run)
- **Model breakdown**: unavailable in `token_usage_summary`
- **Failure rate**: 0/4 runs

#### Smoke Copilot
- **Runs**: 4 ([§28914687430](https://github.com/github/gh-aw-firewall/actions/runs/28914687430), [§28913841608](https://github.com/github/gh-aw-firewall/actions/runs/28913841608), [§28913068591](https://github.com/github/gh-aw-firewall/actions/runs/28913068591), [§28911473515](https://github.com/github/gh-aw-firewall/actions/runs/28911473515))
- **Total tokens**: 0 (avg 0/run)
- **Estimated cost**: $0.00 (avg $0.00/run)
- **AIC**: 61.5 total (avg 15.4/run)
- **Actions minutes**: 27.0 total (avg 6.8/run)
- **Turns**: 0 total (avg 0.0/run)
- **Model breakdown**: unavailable in `token_usage_summary`
- **Failure rate**: 0/4 runs

#### Duplicate Code Detector
- **Runs**: 1 ([§28922445588](https://github.com/github/gh-aw-firewall/actions/runs/28922445588))
- **Total tokens**: 0 (avg 0/run)
- **Estimated cost**: $0.00 (avg $0.00/run)
- **AIC**: 60.1 total (avg 60.1/run)
- **Actions minutes**: 7.0 total (avg 7.0/run)
- **Turns**: 0 total (avg 0.0/run)
- **Model breakdown**: unavailable in `token_usage_summary`
- **Failure rate**: 0/1 runs

#### Daily Claude Token Optimization Advisor
- **Runs**: 1 ([§28924972860](https://github.com/github/gh-aw-firewall/actions/runs/28924972860))
- **Total tokens**: 0 (avg 0/run)
- **Estimated cost**: $0.00 (avg $0.00/run)
- **AIC**: 52.1 total (avg 52.1/run)
- **Actions minutes**: 19.0 total (avg 19.0/run)
- **Turns**: 0 total (avg 0.0/run)
- **Model breakdown**: unavailable in `token_usage_summary`
- **Failure rate**: 0/1 runs

</details>

<details>
<summary><b>Workflows Without Token Data</b></summary>

Runs where `token_usage` was null or 0 — these may not have api-proxy token accounting enabled or may be using a log schema that only emits `aic`:
- **Build Test Suite**: 4 runs, 297.3 AIC
- **Refactoring Opportunity Scanner**: 1 runs, 186.6 AIC
- **Schema & Spec Sync**: 1 runs, 134.3 AIC
- **Model API Mapping Updater**: 1 runs, 116.5 AIC
- **Smoke OTel Tracing**: 4 runs, 107.6 AIC
- **Daily Security Review and Threat Modeling**: 1 runs, 105.5 AIC
- **Smoke Copilot PAT**: 4 runs, 71.1 AIC
- **Smoke Copilot**: 4 runs, 61.5 AIC
- **Duplicate Code Detector**: 1 runs, 60.1 AIC
- **Daily Claude Token Optimization Advisor**: 1 runs, 52.1 AIC
- **Contribution Check**: 3 runs, 52.0 AIC
- **Dependency Security Monitor**: 1 runs, 50.4 AIC
- **Issue Duplication Detector**: 1 runs, 47.8 AIC
- **Smoke Chroot**: 4 runs, 39.6 AIC
- **Smoke Services**: 4 runs, 37.7 AIC
- **Daily Claude Token Usage Analyzer**: 1 runs, 34.0 AIC
- **Smoke Copilot BYOK**: 4 runs, 25.2 AIC
- **Security Guard**: 2 runs, 11.0 AIC
- **Smoke Copilot BYOK AOAI (api-key)**: 4 runs, 8.6 AIC
- **Smoke Copilot BYOK AOAI (Entra)**: 4 runs, 2.3 AIC

</details>

### Historical Trend

Historical comparison was not available from the pre-downloaded audit file, and authenticated GitHub issue reads were not available in this run. Treat this report as the current baseline for Copilot AIC and instrumentation coverage.

### Previous Report

No previous report was available for comparison in the provided data.

**References:** [§28930856537](https://github.com/github/gh-aw-firewall/actions/runs/28930856537)




> [!WARNING]
> <details>
> <summary>Firewall blocked 1 domain</summary>
>
> The following domain was blocked by the firewall during workflow execution:
>
> - `awmgmcpg`
>> To allow these domains, add them to the `network.allowed` list in your workflow frontmatter:
>
> ```yaml
> network:
>   allowed:
>     - defaults
>     - "awmgmcpg"
> ```
>
> See [Network Configuration](https://github.github.com/gh-aw/reference/network/) for more information.
>
> </details>


> Generated by [Daily Copilot Token Usage Analyzer](https://github.com/github/gh-aw-firewall/actions/runs/28930856537) · 50.3 AIC · ⊞ 22.1K · [◷](https://github.com/search?q=repo%3Agithub%2Fgh-aw-firewall+is%3Aissue+%22gh-aw-workflow-call-id%3A+github%2Fgh-aw-firewall%2Fcopilot-token-usage-analyzer%22&type=issues)

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Uh oh!

📊 Copilot Token Usage Report2026-07-08 #6019

Overview

Workflow Summary

🔍 Optimization Opportunities

Build Test Suite

Refactoring Opportunity Scanner

Schema & Spec Sync

Model API Mapping Updater

Smoke OTel Tracing

Daily Security Review and Threat Modeling

Smoke Copilot PAT

Smoke Copilot

Duplicate Code Detector

Daily Claude Token Optimization Advisor

Historical Trend

Previous Report

Metadata

Assignees

Labels

Type

Fields

Projects

Milestone

Relationships

Development

Workflow	Runs	Cost	Avg Cost	AIC	Avg AIC	Actions min	Failures
Build Test Suite	4	$0.00	$0.00	297.3	74.3	44	1/4
Refactoring Opportunity Scanner	1	$0.00	$0.00	186.6	186.6	22	0/1
Schema & Spec Sync	1	$0.00	$0.00	134.3	134.3	18	0/1
Model API Mapping Updater	1	$0.00	$0.00	116.5	116.5	22	0/1
Smoke OTel Tracing	4	$0.00	$0.00	107.6	26.9	29	0/4
Daily Security Review and Threat Modeling	1	$0.00	$0.00	105.5	105.5	12	0/1
Smoke Copilot PAT	4	$0.00	$0.00	71.1	17.8	26	0/4
Smoke Copilot	4	$0.00	$0.00	61.5	15.4	27	0/4
Duplicate Code Detector	1	$0.00	$0.00	60.1	60.1	7	0/1
Daily Claude Token Optimization Advisor	1	$0.00	$0.00	52.1	52.1	19	0/1
Contribution Check	3	$0.00	$0.00	52.0	17.3	13	0/3
Dependency Security Monitor	1	$0.00	$0.00	50.4	50.4	8	0/1
Issue Duplication Detector	1	$0.00	$0.00	47.8	47.8	9	0/1
Smoke Chroot	4	$0.00	$0.00	39.6	9.9	29	0/4
Smoke Services	4	$0.00	$0.00	37.7	9.4	24	0/4
Daily Claude Token Usage Analyzer	1	$0.00	$0.00	34.0	34.0	9	0/1
Smoke Copilot BYOK	4	$0.00	$0.00	25.2	6.3	24	0/4
Security Guard	2	$0.00	$0.00	11.0	5.5	26	2/2
Smoke Copilot BYOK AOAI (api-key)	4	$0.00	$0.00	8.6	2.1	30	0/4
Smoke Copilot BYOK AOAI (Entra)	4	$0.00	$0.00	2.3	0.6	25	1/4

Uh oh!

📊 Copilot Token Usage Report2026-07-08 #6019

Description

Overview

Workflow Summary

🔍 Optimization Opportunities

Build Test Suite

Refactoring Opportunity Scanner

Schema & Spec Sync

Model API Mapping Updater

Smoke OTel Tracing

Daily Security Review and Threat Modeling

Smoke Copilot PAT

Smoke Copilot

Duplicate Code Detector

Daily Claude Token Optimization Advisor

Historical Trend

Previous Report

Metadata

Metadata

Assignees

Labels

Type

Fields

Projects

Milestone

Relationships

Development

Issue actions