📊 Copilot Token Usage Report2026-05-30

### Overview

**Period**: 2026-05-29 to 2026-05-30
**Runs analyzed**: 50 (48 had token data)
**Total tokens**: 12.44M across all Copilot workflows
**Estimated total cost**: $0.00 _(cost data not available — api-proxy cost tracking not configured)_
**Total Actions minutes**: 213 min
**Total turns**: 334

### Workflow Summary

| Workflow | Runs | Total Tokens | Avg Tokens/Run | Avg Turns/Run | Actions Min |
|----------|------|-------------|----------------|---------------|-------------|
| Build Test Suite | 6 | 2.68M | 447K | 10.5 | 30 |
| Smoke Services | 7 | 1.70M | 243K | 7.7 | 37 |
| Smoke OTel Tracing | 4 | 1.16M | 290K | 8.0 | 14 |
| Smoke Copilot | 7 | 1.00M | 143K | 4.9 | 24 |
| Smoke Copilot BYOK | 7 | 854K | 122K | 4.1 | 22 |
| Issue Duplication Detector | 3 | 839K | 280K | 8.0 | 11 |
| CI/CD Pipelines and Integration Tests Gap Assessment | 1 | 804K | 804K | 15.0 | 5 |
| Firewall Issue Dispatcher | 2 | 756K | 378K | 12.0 | 8 |
| Duplicate Code Detector | 1 | 629K | 629K | 1.0 | 7 |
| Smoke Chroot | 6 | 500K | 83K | 3.2 | 31 |
| Pelis Agent Factory Advisor | 1 | 450K | 450K | 11.0 | 5 |
| Daily Claude Token Usage Analyzer | 1 | 400K | 400K | 10.0 | 9 |
| Dependency Security Monitor | 1 | 337K | 337K | 9.0 | 3 |
| Test Coverage Reporter | 1 | 325K | 325K | 9.0 | 5 |
| Daily Copilot Token Usage Analyzer | 1 | 0 | 0 | 0.0 | 1 |
| Daily Claude Token Optimization Advisor | 1 | 0 | 0 | 0.0 | 1 |

### 🔍 Optimization Opportunities

All flagged workflows exceed the 100K tokens/run threshold. No workflows exceeded the 15 turns/run threshold.

1. **Build Test Suite** — 447K tokens/run, 10.5 turns/run
   - Avg 447K tokens/run — consider reducing MCP tool surface or system prompt length

2. **CI/CD Pipelines and Integration Tests Gap Assessment** — 804K tokens/run, 15.0 turns/run
   - Avg 804K tokens/run — consider reducing MCP tool surface or system prompt length

3. **Duplicate Code Detector** — 629K tokens/run, 1.0 turns/run
   - Avg 629K tokens/run — consider reducing MCP tool surface or system prompt length; very high tokens for only 1 turn suggests a very large system prompt or context injection

4. **Pelis Agent Factory Advisor** — 450K tokens/run, 11.0 turns/run
   - Avg 450K tokens/run — consider reducing MCP tool surface or system prompt length

5. **Daily Claude Token Usage Analyzer** — 400K tokens/run, 10.0 turns/run
   - Avg 400K tokens/run — consider reducing MCP tool surface or system prompt length

6. **Firewall Issue Dispatcher** — 378K tokens/run, 12.0 turns/run
   - Avg 378K tokens/run — consider reducing MCP tool surface or system prompt length

7. **Dependency Security Monitor** — 337K tokens/run, 9.0 turns/run
   - Avg 337K tokens/run — consider reducing MCP tool surface or system prompt length

8. **Test Coverage Reporter** — 325K tokens/run, 9.0 turns/run
   - Avg 325K tokens/run — consider reducing MCP tool surface or system prompt length

9. **Smoke OTel Tracing** — 290K tokens/run, 8.0 turns/run
   - Avg 290K tokens/run — consider reducing MCP tool surface or system prompt length

10. **Issue Duplication Detector** — 280K tokens/run, 8.0 turns/run
    - Avg 280K tokens/run — consider reducing MCP tool surface or system prompt length

11. **Smoke Services** — 243K tokens/run, 7.7 turns/run
    - Avg 243K tokens/run — consider reducing MCP tool surface or system prompt length

12. **Smoke Copilot** — 143K tokens/run, 4.9 turns/run
    - Avg 143K tokens/run — consider reducing MCP tool surface or system prompt length

13. **Smoke Copilot BYOK** — 122K tokens/run, 4.1 turns/run
    - Avg 122K tokens/run — consider reducing MCP tool surface or system prompt length

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

#### Build Test Suite
- **Runs**: 6 ([#57](https://github.com/github/gh-aw-firewall/actions/runs/26664357782) [#56](https://github.com/github/gh-aw-firewall/actions/runs/26664313871) [#52](https://github.com/github/gh-aw-firewall/actions/runs/26663484033) [#48](https://github.com/github/gh-aw-firewall/actions/runs/26663130486) [#45](https://github.com/github/gh-aw-firewall/actions/runs/26662749284) [#43](https://github.com/github/gh-aw-firewall/actions/runs/26662498800))
- **Total tokens**: 2.68M (avg 447K/run)
- **Turns**: 63 total (avg 10.5/run)
- **Actions minutes**: 30 min
- **Model breakdown**: Not available (token_usage_summary not present)
- **Error rate**: 0/6 runs

#### Smoke Services
- **Runs**: 7 ([#59](https://github.com/github/gh-aw-firewall/actions/runs/26670363689) [#57](https://github.com/github/gh-aw-firewall/actions/runs/26664357779) [#56](https://github.com/github/gh-aw-firewall/actions/runs/26664313865) [#52](https://github.com/github/gh-aw-firewall/actions/runs/26663484026) [#48](https://github.com/github/gh-aw-firewall/actions/runs/26663130449) [#45](https://github.com/github/gh-aw-firewall/actions/runs/26662749316) [#43](https://github.com/github/gh-aw-firewall/actions/runs/26662499271))
- **Total tokens**: 1.70M (avg 243K/run)
- **Turns**: 54 total (avg 7.7/run)
- **Actions minutes**: 37 min
- **Model breakdown**: Not available (token_usage_summary not present)
- **Error rate**: 0/7 runs

#### Smoke OTel Tracing
- **Runs**: 4 ([#56](https://github.com/github/gh-aw-firewall/actions/runs/26664313872) [#48](https://github.com/github/gh-aw-firewall/actions/runs/26663130508) [#45](https://github.com/github/gh-aw-firewall/actions/runs/26662749265) [#43](https://github.com/github/gh-aw-firewall/actions/runs/26662498863))
- **Total tokens**: 1.16M (avg 290K/run)
- **Turns**: 32 total (avg 8.0/run)
- **Actions minutes**: 14 min
- **Model breakdown**: Not available (token_usage_summary not present)
- **Error rate**: 0/4 runs

#### Smoke Copilot
- **Runs**: 7 (multiple runs)
- **Total tokens**: 1.00M (avg 143K/run)
- **Turns**: 34 total (avg 4.9/run)
- **Actions minutes**: 24 min
- **Model breakdown**: Not available (token_usage_summary not present)
- **Error rate**: 0/7 runs

#### Smoke Copilot BYOK
- **Runs**: 7 (multiple runs)
- **Total tokens**: 854K (avg 122K/run)
- **Turns**: 29 total (avg 4.1/run)
- **Actions minutes**: 22 min
- **Model breakdown**: Not available (token_usage_summary not present)
- **Error rate**: 0/7 runs

#### Issue Duplication Detector
- **Runs**: 3 (multiple runs)
- **Total tokens**: 839K (avg 280K/run)
- **Turns**: 24 total (avg 8.0/run)
- **Actions minutes**: 11 min
- **Model breakdown**: Not available (token_usage_summary not present)
- **Error rate**: 0/3 runs

#### CI/CD Pipelines and Integration Tests Gap Assessment
- **Runs**: 1 (1 run)
- **Total tokens**: 804K (avg 804K/run)
- **Turns**: 15 total (avg 15.0/run)
- **Actions minutes**: 5 min
- **Model breakdown**: Not available (token_usage_summary not present)
- **Error rate**: 0/1 runs

#### Firewall Issue Dispatcher
- **Runs**: 2 (multiple runs)
- **Total tokens**: 756K (avg 378K/run)
- **Turns**: 24 total (avg 12.0/run)
- **Actions minutes**: 8 min
- **Model breakdown**: Not available (token_usage_summary not present)
- **Error rate**: 0/2 runs

#### Duplicate Code Detector
- **Runs**: 1 (1 run)
- **Total tokens**: 629K (avg 629K/run)
- **Turns**: 1 total (avg 1.0/run)
- **Actions minutes**: 7 min
- **Model breakdown**: Not available (token_usage_summary not present)
- **Error rate**: 0/1 runs

#### Smoke Chroot
- **Runs**: 6 (multiple runs)
- **Total tokens**: 500K (avg 83K/run)
- **Turns**: 19 total (avg 3.2/run)
- **Actions minutes**: 31 min
- **Model breakdown**: Not available (token_usage_summary not present)
- **Error rate**: 0/6 runs

#### Pelis Agent Factory Advisor
- **Runs**: 1 (1 run)
- **Total tokens**: 450K (avg 450K/run)
- **Turns**: 11 total (avg 11.0/run)
- **Actions minutes**: 5 min
- **Model breakdown**: Not available (token_usage_summary not present)
- **Error rate**: 0/1 runs

#### Daily Claude Token Usage Analyzer
- **Runs**: 1 (1 run)
- **Total tokens**: 400K (avg 400K/run)
- **Turns**: 10 total (avg 10.0/run)
- **Actions minutes**: 9 min
- **Model breakdown**: Not available (token_usage_summary not present)
- **Error rate**: 0/1 runs

#### Dependency Security Monitor
- **Runs**: 1 (1 run)
- **Total tokens**: 337K (avg 337K/run)
- **Turns**: 9 total (avg 9.0/run)
- **Actions minutes**: 3 min
- **Model breakdown**: Not available (token_usage_summary not present)
- **Error rate**: 0/1 runs

#### Test Coverage Reporter
- **Runs**: 1 (1 run)
- **Total tokens**: 325K (avg 325K/run)
- **Turns**: 9 total (avg 9.0/run)
- **Actions minutes**: 5 min
- **Model breakdown**: Not available (token_usage_summary not present)
- **Error 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 the api-proxy enabled or runs are still in progress:
- **Daily Copilot Token Usage Analyzer** (1 run(s)) — api-proxy token tracking may not be enabled
- **Daily Claude Token Optimization Advisor** (1 run(s)) — api-proxy token tracking may not be enabled

</details>

### Historical Trend

This is the first Copilot token usage report. Future reports will show trends over time.

**References:**
- Workflow run [§26680005377](https://github.com/github/gh-aw-firewall/actions/runs/26680005377)




> Generated by [Daily Copilot Token Usage Analyzer](https://github.com/github/gh-aw-firewall/actions/runs/26680005377) · sonnet46 1M · [◷](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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📊 Copilot Token Usage Report2026-05-30 #4036

Overview

Workflow Summary

🔍 Optimization Opportunities

Build Test Suite

Smoke Services

Smoke OTel Tracing

Smoke Copilot

Smoke Copilot BYOK

Issue Duplication Detector

CI/CD Pipelines and Integration Tests Gap Assessment

Firewall Issue Dispatcher

Duplicate Code Detector

Smoke Chroot

Pelis Agent Factory Advisor

Daily Claude Token Usage Analyzer

Dependency Security Monitor

Test Coverage Reporter

Historical Trend

Metadata

Assignees

Labels

Type

Fields

Projects

Milestone

Relationships

Development

Workflow	Runs	Total Tokens	Avg Tokens/Run	Avg Turns/Run	Actions Min
Build Test Suite	6	2.68M	447K	10.5	30
Smoke Services	7	1.70M	243K	7.7	37
Smoke OTel Tracing	4	1.16M	290K	8.0	14
Smoke Copilot	7	1.00M	143K	4.9	24
Smoke Copilot BYOK	7	854K	122K	4.1	22
Issue Duplication Detector	3	839K	280K	8.0	11
CI/CD Pipelines and Integration Tests Gap Assessment	1	804K	804K	15.0	5
Firewall Issue Dispatcher	2	756K	378K	12.0	8
Duplicate Code Detector	1	629K	629K	1.0	7
Smoke Chroot	6	500K	83K	3.2	31
Pelis Agent Factory Advisor	1	450K	450K	11.0	5
Daily Claude Token Usage Analyzer	1	400K	400K	10.0	9
Dependency Security Monitor	1	337K	337K	9.0	3
Test Coverage Reporter	1	325K	325K	9.0	5
Daily Copilot Token Usage Analyzer	1	0	0	0.0	1
Daily Claude Token Optimization Advisor	1	0	0	0.0	1

📊 Copilot Token Usage Report2026-05-30 #4036

Description

Overview

Workflow Summary

🔍 Optimization Opportunities

Build Test Suite

Smoke Services

Smoke OTel Tracing

Smoke Copilot

Smoke Copilot BYOK

Issue Duplication Detector

CI/CD Pipelines and Integration Tests Gap Assessment

Firewall Issue Dispatcher

Duplicate Code Detector

Smoke Chroot

Pelis Agent Factory Advisor

Daily Claude Token Usage Analyzer

Dependency Security Monitor

Test Coverage Reporter

Historical Trend

Metadata

Metadata

Assignees

Labels

Type

Fields

Projects

Milestone

Relationships

Development

Issue actions