📊 Copilot Token Usage Report2026-06-27

### Overview

**Period**: 2026-06-26T19:03:19Z to 2026-06-27T09:05:30Z  
**Runs analyzed**: 50 (0 had token data)  
**Total tokens**: 0 across all workflows  
**Estimated total cost**: $0.00  
**Total Actions minutes**: 348.0 min  
**AIC reported by workflow logs**: 1271.9

Copilot workflow runs were found, but none included token/cost telemetry in the downloaded JSON. This report uses AIC, Actions minutes, and error signals to prioritize follow-up while recommending token instrumentation fixes.

### Workflow Summary

| Workflow | Runs | Total Tokens | Avg Tokens | Cost | Avg Cost | Turns | AIC | Actions min |
|----------|------|--------------|------------|------|----------|-------|-----|-------------|
| Test Coverage Reporter | 5 | 0 | 0 | $0.00 | $0.00 | 0 | 275.5 | 55.0 |
| Build Test Suite | 4 | 0 | 0 | $0.00 | $0.00 | 0 | 204.4 | 31.0 |
| Smoke OTel Tracing | 4 | 0 | 0 | $0.00 | $0.00 | 0 | 183.1 | 28.0 |
| Smoke Services | 5 | 0 | 0 | $0.00 | $0.00 | 0 | 124.5 | 40.0 |
| Contribution Check | 3 | 0 | 0 | $0.00 | $0.00 | 0 | 79.8 | 10.0 |
| Dependency Security Monitor | 1 | 0 | 0 | $0.00 | $0.00 | 0 | 75.9 | 9.0 |
| Smoke Copilot | 4 | 0 | 0 | $0.00 | $0.00 | 0 | 68.4 | 24.0 |
| Smoke Copilot PAT | 4 | 0 | 0 | $0.00 | $0.00 | 0 | 65.0 | 21.0 |
| Smoke Chroot | 4 | 0 | 0 | $0.00 | $0.00 | 0 | 49.4 | 28.0 |
| Daily Claude Token Usage Analyzer | 1 | 0 | 0 | $0.00 | $0.00 | 0 | 47.7 | 9.0 |
| Smoke Copilot BYOK | 4 | 0 | 0 | $0.00 | $0.00 | 0 | 32.8 | 22.0 |
| Issue Duplication Detector | 1 | 0 | 0 | $0.00 | $0.00 | 0 | 31.4 | 6.0 |
| Smoke Copilot BYOK AOAI (api-key) | 4 | 0 | 0 | $0.00 | $0.00 | 0 | 22.1 | 28.0 |
| Smoke Copilot BYOK AOAI (Entra) | 5 | 0 | 0 | $0.00 | $0.00 | 0 | 6.6 | 32.0 |
| Pelis Agent Factory Advisor | 1 | 0 | 0 | $0.00 | $0.00 | 0 | 5.2 | 5.0 |

### Optimization Opportunities

1. **Test Coverage Reporter** — 2/5 runs with errors
   - Investigate reliability issues; repeated failures can amplify inference usage.
2. **Contribution Check** — 2/3 runs with errors
   - Investigate reliability issues; repeated failures can amplify inference usage.
3. **Pelis Agent Factory Advisor** — 1/1 runs with errors
   - Investigate reliability issues; repeated failures can amplify inference usage.

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

#### Test Coverage Reporter
- **Runs**: 5 ([§28280188625](https://github.com/github/gh-aw-firewall/actions/runs/28280188625), [§28262045649](https://github.com/github/gh-aw-firewall/actions/runs/28262045649), [§28261683099](https://github.com/github/gh-aw-firewall/actions/runs/28261683099), [§28260898007](https://github.com/github/gh-aw-firewall/actions/runs/28260898007), [§28260868760](https://github.com/github/gh-aw-firewall/actions/runs/28260868760))
- **Total tokens**: 0 (avg 0/run)
- **Estimated cost**: $0.00 (avg $0.00/run)
- **Turns**: 0 total (avg 0.0/run)
- **Model breakdown**: unavailable in `token_usage_summary`
- **AIC / Actions**: 275.5 AIC, 55.0 min
- **Error rate**: 2/5 runs

#### Build Test Suite
- **Runs**: 4 ([§28265416950](https://github.com/github/gh-aw-firewall/actions/runs/28265416950), [§28260843244](https://github.com/github/gh-aw-firewall/actions/runs/28260843244), [§28259326204](https://github.com/github/gh-aw-firewall/actions/runs/28259326204), [§28259294911](https://github.com/github/gh-aw-firewall/actions/runs/28259294911))
- **Total tokens**: 0 (avg 0/run)
- **Estimated cost**: $0.00 (avg $0.00/run)
- **Turns**: 0 total (avg 0.0/run)
- **Model breakdown**: unavailable in `token_usage_summary`
- **AIC / Actions**: 204.4 AIC, 31.0 min
- **Error rate**: 0/4 runs

#### Smoke OTel Tracing
- **Runs**: 4 ([§28265417005](https://github.com/github/gh-aw-firewall/actions/runs/28265417005), [§28260843182](https://github.com/github/gh-aw-firewall/actions/runs/28260843182), [§28259326193](https://github.com/github/gh-aw-firewall/actions/runs/28259326193), [§28259294908](https://github.com/github/gh-aw-firewall/actions/runs/28259294908))
- **Total tokens**: 0 (avg 0/run)
- **Estimated cost**: $0.00 (avg $0.00/run)
- **Turns**: 0 total (avg 0.0/run)
- **Model breakdown**: unavailable in `token_usage_summary`
- **AIC / Actions**: 183.1 AIC, 28.0 min
- **Error rate**: 0/4 runs

#### Smoke Services
- **Runs**: 5 ([§28274081266](https://github.com/github/gh-aw-firewall/actions/runs/28274081266), [§28265416972](https://github.com/github/gh-aw-firewall/actions/runs/28265416972), [§28260843202](https://github.com/github/gh-aw-firewall/actions/runs/28260843202), [§28259326174](https://github.com/github/gh-aw-firewall/actions/runs/28259326174), [§28259294931](https://github.com/github/gh-aw-firewall/actions/runs/28259294931))
- **Total tokens**: 0 (avg 0/run)
- **Estimated cost**: $0.00 (avg $0.00/run)
- **Turns**: 0 total (avg 0.0/run)
- **Model breakdown**: unavailable in `token_usage_summary`
- **AIC / Actions**: 124.5 AIC, 40.0 min
- **Error rate**: 0/5 runs

#### Contribution Check
- **Runs**: 3 ([§28265416982](https://github.com/github/gh-aw-firewall/actions/runs/28265416982), [§28260843204](https://github.com/github/gh-aw-firewall/actions/runs/28260843204), [§28259326155](https://github.com/github/gh-aw-firewall/actions/runs/28259326155))
- **Total tokens**: 0 (avg 0/run)
- **Estimated cost**: $0.00 (avg $0.00/run)
- **Turns**: 0 total (avg 0.0/run)
- **Model breakdown**: unavailable in `token_usage_summary`
- **AIC / Actions**: 79.8 AIC, 10.0 min
- **Error rate**: 2/3 runs

#### Dependency Security Monitor
- **Runs**: 1 ([§28281642196](https://github.com/github/gh-aw-firewall/actions/runs/28281642196))
- **Total tokens**: 0 (avg 0/run)
- **Estimated cost**: $0.00 (avg $0.00/run)
- **Turns**: 0 total (avg 0.0/run)
- **Model breakdown**: unavailable in `token_usage_summary`
- **AIC / Actions**: 75.9 AIC, 9.0 min
- **Error rate**: 0/1 runs

#### Smoke Copilot
- **Runs**: 4 ([§28274233529](https://github.com/github/gh-aw-firewall/actions/runs/28274233529), [§28265416981](https://github.com/github/gh-aw-firewall/actions/runs/28265416981), [§28260843228](https://github.com/github/gh-aw-firewall/actions/runs/28260843228), [§28259326187](https://github.com/github/gh-aw-firewall/actions/runs/28259326187))
- **Total tokens**: 0 (avg 0/run)
- **Estimated cost**: $0.00 (avg $0.00/run)
- **Turns**: 0 total (avg 0.0/run)
- **Model breakdown**: unavailable in `token_usage_summary`
- **AIC / Actions**: 68.4 AIC, 24.0 min
- **Error rate**: 0/4 runs

#### Smoke Copilot PAT
- **Runs**: 4 ([§28274479225](https://github.com/github/gh-aw-firewall/actions/runs/28274479225), [§28265416952](https://github.com/github/gh-aw-firewall/actions/runs/28265416952), [§28260843255](https://github.com/github/gh-aw-firewall/actions/runs/28260843255), [§28259326203](https://github.com/github/gh-aw-firewall/actions/runs/28259326203))
- **Total tokens**: 0 (avg 0/run)
- **Estimated cost**: $0.00 (avg $0.00/run)
- **Turns**: 0 total (avg 0.0/run)
- **Model breakdown**: unavailable in `token_usage_summary`
- **AIC / Actions**: 65.0 AIC, 21.0 min
- **Error rate**: 0/4 runs

#### Smoke Chroot
- **Runs**: 4 ([§28265416953](https://github.com/github/gh-aw-firewall/actions/runs/28265416953), [§28260843263](https://github.com/github/gh-aw-firewall/actions/runs/28260843263), [§28259326162](https://github.com/github/gh-aw-firewall/actions/runs/28259326162), [§28259294939](https://github.com/github/gh-aw-firewall/actions/runs/28259294939))
- **Total tokens**: 0 (avg 0/run)
- **Estimated cost**: $0.00 (avg $0.00/run)
- **Turns**: 0 total (avg 0.0/run)
- **Model breakdown**: unavailable in `token_usage_summary`
- **AIC / Actions**: 49.4 AIC, 28.0 min
- **Error rate**: 0/4 runs

#### Daily Claude Token Usage Analyzer
- **Runs**: 1 ([§28284692448](https://github.com/github/gh-aw-firewall/actions/runs/28284692448))
- **Total tokens**: 0 (avg 0/run)
- **Estimated cost**: $0.00 (avg $0.00/run)
- **Turns**: 0 total (avg 0.0/run)
- **Model breakdown**: unavailable in `token_usage_summary`
- **AIC / Actions**: 47.7 AIC, 9.0 min
- **Error rate**: 0/1 runs

</details>

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

Runs where `token_usage` was null, missing, or 0 may not have api-proxy token telemetry enabled:
- **Test Coverage Reporter**: 5/5 runs missing token data
- **Build Test Suite**: 4/4 runs missing token data
- **Smoke OTel Tracing**: 4/4 runs missing token data
- **Smoke Services**: 5/5 runs missing token data
- **Contribution Check**: 3/3 runs missing token data
- **Dependency Security Monitor**: 1/1 runs missing token data
- **Smoke Copilot**: 4/4 runs missing token data
- **Smoke Copilot PAT**: 4/4 runs missing token data
- **Smoke Chroot**: 4/4 runs missing token data
- **Daily Claude Token Usage Analyzer**: 1/1 runs missing token data
- **Smoke Copilot BYOK**: 4/4 runs missing token data
- **Issue Duplication Detector**: 1/1 runs missing token data
- **Smoke Copilot BYOK AOAI (api-key)**: 4/4 runs missing token data
- **Smoke Copilot BYOK AOAI (Entra)**: 5/5 runs missing token data
- **Pelis Agent Factory Advisor**: 1/1 runs missing token data

</details>

### Historical Trend

Current AIC increased 1.6% vs the previous report (1251.7 → 1271.9). This does not cross the >20% increasing-trend threshold.
Previous Actions minutes: 318.0 min; current Actions minutes: 348.0 min.

### Previous Report

[📊 Copilot Token Usage Report2026-06-26](https://github.com/github/gh-aw-firewall/issues/5556)

**References:** [§28280188625](https://github.com/github/gh-aw-firewall/actions/runs/28280188625), [§28262045649](https://github.com/github/gh-aw-firewall/actions/runs/28262045649), [§28261683099](https://github.com/github/gh-aw-firewall/actions/runs/28261683099)




> Generated by [Daily Copilot Token Usage Analyzer](https://github.com/github/gh-aw-firewall/actions/runs/28284907544) · 152.5 AIC · ⊞ 29.2K · [◷](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 Report2026-06-27 #5597

Overview

Workflow Summary

Optimization Opportunities

Test Coverage Reporter

Build Test Suite

Smoke OTel Tracing

Smoke Services

Contribution Check

Dependency Security Monitor

Smoke Copilot

Smoke Copilot PAT

Smoke Chroot

Daily Claude Token Usage Analyzer

Historical Trend

Previous Report

Metadata

Assignees

Labels

Type

Fields

Projects

Milestone

Relationships

Development

Workflow	Runs	Cost	Avg Cost	AIC	Actions min
Test Coverage Reporter	5	$0.00	$0.00	275.5	55.0
Build Test Suite	4	$0.00	$0.00	204.4	31.0
Smoke OTel Tracing	4	$0.00	$0.00	183.1	28.0
Smoke Services	5	$0.00	$0.00	124.5	40.0
Contribution Check	3	$0.00	$0.00	79.8	10.0
Dependency Security Monitor	1	$0.00	$0.00	75.9	9.0
Smoke Copilot	4	$0.00	$0.00	68.4	24.0
Smoke Copilot PAT	4	$0.00	$0.00	65.0	21.0
Smoke Chroot	4	$0.00	$0.00	49.4	28.0
Daily Claude Token Usage Analyzer	1	$0.00	$0.00	47.7	9.0
Smoke Copilot BYOK	4	$0.00	$0.00	32.8	22.0
Issue Duplication Detector	1	$0.00	$0.00	31.4	6.0
Smoke Copilot BYOK AOAI (api-key)	4	$0.00	$0.00	22.1	28.0
Smoke Copilot BYOK AOAI (Entra)	5	$0.00	$0.00	6.6	32.0
Pelis Agent Factory Advisor	1	$0.00	$0.00	5.2	5.0

Uh oh!

📊 Copilot Token Usage Report2026-06-27 #5597

Description

Overview

Workflow Summary

Optimization Opportunities

Test Coverage Reporter

Build Test Suite

Smoke OTel Tracing

Smoke Services

Contribution Check

Dependency Security Monitor

Smoke Copilot

Smoke Copilot PAT

Smoke Chroot

Daily Claude Token Usage Analyzer

Historical Trend

Previous Report

Metadata

Metadata

Assignees

Labels

Type

Fields

Projects

Milestone

Relationships

Development

Issue actions