📊 Copilot Token Usage Report2026-08-21

### Overview

**Period**: 2026-08-20 to 2026-08-21
**Runs analyzed**: 50 (49 had token data)
**Total tokens**: 1,782K across all workflows
**Estimated total cost**: $0.00
**Total Actions minutes**: 308.0 min

### Workflow Summary

| Workflow | Runs | Total Tokens | Avg Tokens | Cost | Avg Cost | Turns |
|----------|------|-------------|------------|------|----------|-------|
| Smoke Copilot BYOK AOAI (Entra) | 3 | 580K | 193K | $0.00 | $0.00 | 0 |
| Smoke Copilot BYOK AOAI (api-key) | 4 | 497K | 124K | $0.00 | $0.00 | 0 |
| Contribution Check | 3 | 256K | 85K | $0.00 | $0.00 | 0 |
| Duplicate Code Detector | 1 | 214K | 214K | $0.00 | $0.00 | 0 |
| Build Test Suite | 2 | 32K | 16K | $0.00 | $0.00 | 0 |
| Smoke OTel Tracing | 3 | 24K | 8K | $0.00 | $0.00 | 0 |
| Smoke Services | 4 | 20K | 5K | $0.00 | $0.00 | 0 |
| Smoke Copilot BYOK | 4 | 19K | 5K | $0.00 | $0.00 | 0 |
| Schema & Spec Sync | 1 | 16K | 16K | $0.00 | $0.00 | 0 |
| Daily Claude Token Optimization Advisor | 1 | 15K | 15K | $0.00 | $0.00 | 0 |
| Test Coverage Reporter | 1 | 15K | 15K | $0.00 | $0.00 | 0 |
| Refactoring Opportunity Scanner | 1 | 14K | 14K | $0.00 | $0.00 | 0 |
| Daily Claude Token Usage Analyzer | 1 | 13K | 13K | $0.00 | $0.00 | 0 |
| Daily Security Review and Threat Modeling | 1 | 12K | 12K | $0.00 | $0.00 | 0 |
| Dependency Security Monitor | 1 | 12K | 12K | $0.00 | $0.00 | 0 |
| Smoke Chroot | 3 | 9K | 3K | $0.00 | $0.00 | 0 |
| Model API Mapping Updater | 1 | 8K | 8K | $0.00 | $0.00 | 0 |
| Test Coverage Improver | 1 | 7K | 7K | $0.00 | $0.00 | 0 |
| Firewall Issue Dispatcher | 1 | 6K | 6K | $0.00 | $0.00 | 0 |
| Security Guard | 1 | 4K | 4K | $0.00 | $0.00 | 0 |
| Smoke Copilot | 4 | 3K | 815 | $0.00 | $0.00 | 0 |
| Smoke Docker Sbx | 3 | 3K | 985 | $0.00 | $0.00 | 0 |
| Smoke Copilot Network Isolation | 4 | 3K | 691 | $0.00 | $0.00 | 0 |
| Smoke Enclave Build Test | 1 | 991 | 991 | $0.00 | $0.00 | 0 |

### 🔎 Optimization Opportunities

1. **Smoke Copilot BYOK AOAI (Entra)** — $0.00/run, 193K tokens/run
   - Review prompt length and MCP surface; this workflow is a top spend driver.
1. **Smoke Copilot BYOK AOAI (api-key)** — $0.00/run, 124K tokens/run
   - Review prompt length and MCP surface; this workflow is a top spend driver.
1. **Contribution Check** — $0.00/run, 85K tokens/run
   - Review prompt length and MCP surface; this workflow is a top spend driver.
1. **Duplicate Code Detector** — $0.00/run, 214K tokens/run
   - Review prompt length and MCP surface; this workflow is a top spend driver.
1. **Build Test Suite** — $0.00/run, 16K tokens/run
   - Review prompt length and MCP surface; this workflow is a top spend driver.
1. **Smoke OTel Tracing** — $0.00/run, 8K tokens/run
   - Review prompt length and MCP surface; this workflow is a top spend driver.
1. **Smoke Services** — $0.00/run, 5K tokens/run
   - Review prompt length and MCP surface; this workflow is a top spend driver.
1. **Smoke Copilot BYOK** — $0.00/run, 5K tokens/run
   - Review prompt length and MCP surface; this workflow is a top spend driver.
1. **Schema & Spec Sync** — $0.00/run, 16K tokens/run
   - Review prompt length and MCP surface; this workflow is a top spend driver.
1. **Daily Claude Token Optimization Advisor** — $0.00/run, 15K tokens/run
   - Review prompt length and MCP surface; this workflow is a top spend driver.

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

#### Smoke Copilot BYOK AOAI (Entra)
- **Runs**: 3 ([None](https://github.com/github/gh-aw-firewall/actions/runs/32432854009); [None](https://github.com/github/gh-aw-firewall/actions/runs/32430652795); [None](https://github.com/github/gh-aw-firewall/actions/runs/32426314780))
- **Total tokens**: 580K (avg 193K /run)
- **Estimated cost**: $0.00 (avg $0.00/run)
- **Turns**: 0 total (avg 0.0/run)
- **Error rate**: 0/3 runs

#### Smoke Copilot BYOK AOAI (api-key)
- **Runs**: 4 ([None](https://github.com/github/gh-aw-firewall/actions/runs/32435292040); [None](https://github.com/github/gh-aw-firewall/actions/runs/32430652920); [None](https://github.com/github/gh-aw-firewall/actions/runs/32426314928); [None](https://github.com/github/gh-aw-firewall/actions/runs/32419313932))
- **Total tokens**: 497K (avg 124K /run)
- **Estimated cost**: $0.00 (avg $0.00/run)
- **Turns**: 0 total (avg 0.0/run)
- **Error rate**: 0/4 runs

#### Contribution Check
- **Runs**: 3 ([None](https://github.com/github/gh-aw-firewall/actions/runs/32430652605); [None](https://github.com/github/gh-aw-firewall/actions/runs/32426314897); [None](https://github.com/github/gh-aw-firewall/actions/runs/32419313858))
- **Total tokens**: 256K (avg 85K /run)
- **Estimated cost**: $0.00 (avg $0.00/run)
- **Turns**: 0 total (avg 0.0/run)
- **Error rate**: 1/3 runs

#### Duplicate Code Detector
- **Runs**: 1 ([None](https://github.com/github/gh-aw-firewall/actions/runs/32452062511))
- **Total tokens**: 214K (avg 214K /run)
- **Estimated cost**: $0.00 (avg $0.00/run)
- **Turns**: 0 total (avg 0.0/run)
- **Error rate**: 0/1 runs

#### Build Test Suite
- **Runs**: 2 ([None](https://github.com/github/gh-aw-firewall/actions/runs/32430652601); [None](https://github.com/github/gh-aw-firewall/actions/runs/32426314912))
- **Total tokens**: 32K (avg 16K /run)
- **Estimated cost**: $0.00 (avg $0.00/run)
- **Turns**: 0 total (avg 0.0/run)
- **Error rate**: 0/2 runs

#### Smoke OTel Tracing
- **Runs**: 3 ([None](https://github.com/github/gh-aw-firewall/actions/runs/32430652737); [None](https://github.com/github/gh-aw-firewall/actions/runs/32426314759); [None](https://github.com/github/gh-aw-firewall/actions/runs/32419313836))
- **Total tokens**: 24K (avg 8K /run)
- **Estimated cost**: $0.00 (avg $0.00/run)
- **Turns**: 0 total (avg 0.0/run)
- **Error rate**: 0/3 runs

#### Smoke Services
- **Runs**: 4 ([None](https://github.com/github/gh-aw-firewall/actions/runs/32433933437); [None](https://github.com/github/gh-aw-firewall/actions/runs/32430652699); [None](https://github.com/github/gh-aw-firewall/actions/runs/32426314919); [None](https://github.com/github/gh-aw-firewall/actions/runs/32419313976))
- **Total tokens**: 20K (avg 5K /run)
- **Estimated cost**: $0.00 (avg $0.00/run)
- **Turns**: 0 total (avg 0.0/run)
- **Error rate**: 0/4 runs

#### Smoke Copilot BYOK
- **Runs**: 4 ([None](https://github.com/github/gh-aw-firewall/actions/runs/32436004746); [None](https://github.com/github/gh-aw-firewall/actions/runs/32430652584); [None](https://github.com/github/gh-aw-firewall/actions/runs/32426314848); [None](https://github.com/github/gh-aw-firewall/actions/runs/32419313843))
- **Total tokens**: 19K (avg 5K /run)
- **Estimated cost**: $0.00 (avg $0.00/run)
- **Turns**: 0 total (avg 0.0/run)
- **Error rate**: 0/4 runs

#### Schema & Spec Sync
- **Runs**: 1 ([None](https://github.com/github/gh-aw-firewall/actions/runs/32446741610))
- **Total tokens**: 16K (avg 16K /run)
- **Estimated cost**: $0.00 (avg $0.00/run)
- **Turns**: 0 total (avg 0.0/run)
- **Error rate**: 0/1 runs

#### Daily Claude Token Optimization Advisor
- **Runs**: 1 ([None](https://github.com/github/gh-aw-firewall/actions/runs/32455226661))
- **Total tokens**: 15K (avg 15K /run)
- **Estimated cost**: $0.00 (avg $0.00/run)
- **Turns**: 0 total (avg 0.0/run)
- **Error rate**: 0/1 runs

</details>

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

- Smoke Chroot
</details>

### Historical Trend
This is the first token usage report.

> Generated by [Daily Copilot Token Usage Analyzer](https://github.com/github/gh-aw-firewall/actions/runs/32462688130) · gpt54mini · 6.93 AIC · ⊞ 32.4K · [◷](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 Report2026-08-21 #7591

Overview

Workflow Summary

🔎 Optimization Opportunities

Smoke Copilot BYOK AOAI (Entra)

Smoke Copilot BYOK AOAI (api-key)

Contribution Check

Duplicate Code Detector

Build Test Suite

Smoke OTel Tracing

Smoke Services

Smoke Copilot BYOK

Schema & Spec Sync

Daily Claude Token Optimization Advisor

Historical Trend

Metadata

Assignees

Labels

Type

Projects

Milestone

Relationships

Development

Workflow	Runs	Total Tokens	Avg Tokens	Cost	Avg Cost
Smoke Copilot BYOK AOAI (Entra)	3	580K	193K	$0.00	$0.00
Smoke Copilot BYOK AOAI (api-key)	4	497K	124K	$0.00	$0.00
Contribution Check	3	256K	85K	$0.00	$0.00
Duplicate Code Detector	1	214K	214K	$0.00	$0.00
Build Test Suite	2	32K	16K	$0.00	$0.00
Smoke OTel Tracing	3	24K	8K	$0.00	$0.00
Smoke Services	4	20K	5K	$0.00	$0.00
Smoke Copilot BYOK	4	19K	5K	$0.00	$0.00
Schema & Spec Sync	1	16K	16K	$0.00	$0.00
Daily Claude Token Optimization Advisor	1	15K	15K	$0.00	$0.00
Test Coverage Reporter	1	15K	15K	$0.00	$0.00
Refactoring Opportunity Scanner	1	14K	14K	$0.00	$0.00
Daily Claude Token Usage Analyzer	1	13K	13K	$0.00	$0.00
Daily Security Review and Threat Modeling	1	12K	12K	$0.00	$0.00
Dependency Security Monitor	1	12K	12K	$0.00	$0.00
Smoke Chroot	3	9K	3K	$0.00	$0.00
Model API Mapping Updater	1	8K	8K	$0.00	$0.00
Test Coverage Improver	1	7K	7K	$0.00	$0.00
Firewall Issue Dispatcher	1	6K	6K	$0.00	$0.00
Security Guard	1	4K	4K	$0.00	$0.00
Smoke Copilot	4	3K	815	$0.00	$0.00
Smoke Docker Sbx	3	3K	985	$0.00	$0.00
Smoke Copilot Network Isolation	4	3K	691	$0.00	$0.00
Smoke Enclave Build Test	1	991	991	$0.00	$0.00

Uh oh!

📊 Copilot Token Usage Report2026-08-21 #7591

Description

Overview

Workflow Summary

🔎 Optimization Opportunities

Smoke Copilot BYOK AOAI (Entra)

Smoke Copilot BYOK AOAI (api-key)

Contribution Check

Duplicate Code Detector

Build Test Suite

Smoke OTel Tracing

Smoke Services

Smoke Copilot BYOK

Schema & Spec Sync

Daily Claude Token Optimization Advisor

Historical Trend

Metadata

Metadata

Assignees

Labels

Type

Projects

Milestone

Relationships

Development

Issue actions