📊 Copilot Token Usage Report2026-06-16

### Overview

**Period**: 2026-06-15T23:50:21Z to 2026-06-16T10:06:09Z  
**Runs analyzed**: 50 (47 had token data)  
**Total tokens**: 19,780,621 (19.8M) across all workflows  
**Estimated total cost**: $0.00 (`estimated_cost` was not present or was zero in the downloaded run records)  
**Total Actions minutes**: 441.0 min  
**Turns / errors / warnings**: 68 turns, 8 errors, 0 warnings

### Workflow Summary

| Workflow | Runs | Total Tokens | Avg Tokens | Cost | Avg Cost | Turns |
|----------|------|-------------:|-----------:|-----:|---------:|------:|
| Build Test Suite | 3 | 6.1M | 2.0M | $0.00 | $0.00 | 3 |
| Test Coverage Improver | 1 | 2.7M | 2.7M | $0.00 | $0.00 | 1 |
| Smoke OTel Tracing | 4 | 2.0M | 505K | $0.00 | $0.00 | 4 |
| Smoke Services | 4 | 2.0M | 495K | $0.00 | $0.00 | 4 |
| Test Coverage Reporter | 2 | 1.8M | 899K | $0.00 | $0.00 | 2 |
| Dependency Security Monitor | 1 | 928K | 928K | $0.00 | $0.00 | 1 |
| Smoke Copilot BYOK | 4 | 854K | 213K | $0.00 | $0.00 | 4 |
| Smoke Copilot BYOK AOAI (api-key) | 5 | 676K | 135K | $0.00 | $0.00 | 5 |
| Security Guard | 4 | 607K | 152K | $0.00 | $0.00 | 16 |
| Smoke Copilot PAT | 4 | 534K | 133K | $0.00 | $0.00 | 4 |
| Smoke Copilot BYOK AOAI (Entra) | 5 | 527K | 105K | $0.00 | $0.00 | 5 |
| Smoke Copilot | 4 | 506K | 127K | $0.00 | $0.00 | 4 |
| Smoke Chroot | 3 | 237K | 79K | $0.00 | $0.00 | 3 |
| Contribution Check | 3 | 228K | 76K | $0.00 | $0.00 | 8 |
| CI/CD Pipelines and Integration Tests Gap Assessment | 1 | 127K | 127K | $0.00 | $0.00 | 4 |
| Daily Copilot Token Usage Analyzer | 1 | 0 | 0 | $0.00 | $0.00 | 0 |
| Daily Claude Token Usage Analyzer | 1 | 0 | 0 | $0.00 | $0.00 | 0 |

### Optimization Opportunities

1. **Build Test Suite** — $0.00/run, 2.0M tokens/run, 1.0 turns/run
   - Reduce system prompt size, trim context, or narrow the MCP/tool surface for this workflow.
2. **Test Coverage Improver** — $0.00/run, 2.7M tokens/run, 1.0 turns/run
   - Reduce system prompt size, trim context, or narrow the MCP/tool surface for this workflow.
3. **Smoke OTel Tracing** — $0.00/run, 505K tokens/run, 1.0 turns/run
   - Reduce system prompt size, trim context, or narrow the MCP/tool surface for this workflow.
4. **Smoke Services** — $0.00/run, 495K tokens/run, 1.0 turns/run
   - Reduce system prompt size, trim context, or narrow the MCP/tool surface for this workflow.
5. **Test Coverage Reporter** — $0.00/run, 899K tokens/run, 1.0 turns/run
   - Reduce system prompt size, trim context, or narrow the MCP/tool surface for this workflow.
6. **Dependency Security Monitor** — $0.00/run, 928K tokens/run, 1.0 turns/run
   - Reduce system prompt size, trim context, or narrow the MCP/tool surface for this workflow.
7. **Smoke Copilot BYOK** — $0.00/run, 213K tokens/run, 1.0 turns/run
   - Reduce system prompt size, trim context, or narrow the MCP/tool surface for this workflow.
8. **Smoke Copilot BYOK AOAI (api-key)** — $0.00/run, 135K tokens/run, 1.0 turns/run
   - Reduce system prompt size, trim context, or narrow the MCP/tool surface for this workflow.
9. **Security Guard** — $0.00/run, 152K tokens/run, 4.0 turns/run, 100% error-run rate
   - Reduce system prompt size, trim context, or narrow the MCP/tool surface for this workflow.
   - Investigate reliability issues; failed/retried turns can inflate token usage.
10. **Smoke Copilot PAT** — $0.00/run, 133K tokens/run, 1.0 turns/run
   - Reduce system prompt size, trim context, or narrow the MCP/tool surface for this workflow.

Additional workflows above threshold: 4. See summary table for prioritization.

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

#### Build Test Suite
- **Runs**: 3; sample runs: [27594833104](https://github.com/github/gh-aw-firewall/actions/runs/27594833104), [27593367942](https://github.com/github/gh-aw-firewall/actions/runs/27593367942), [27587614687](https://github.com/github/gh-aw-firewall/actions/runs/27587614687)
- **Tokens**: 6,071,401 total (2.0M/run); **turns**: 3 total (1.0/run)
- **Estimated cost**: $0.00 ($0.00/run)
- **Reliability**: runs with errors=0/3, reported errors=0, warnings=0
- **Model breakdown**: unavailable in downloaded log payload

#### Test Coverage Improver
- **Runs**: 1; sample runs: [27609179766](https://github.com/github/gh-aw-firewall/actions/runs/27609179766)
- **Tokens**: 2,689,028 total (2.7M/run); **turns**: 1 total (1.0/run)
- **Estimated cost**: $0.00 ($0.00/run)
- **Reliability**: runs with errors=0/1, reported errors=0, warnings=0
- **Model breakdown**: unavailable in downloaded log payload

#### Smoke OTel Tracing
- **Runs**: 4; sample runs: [27594833073](https://github.com/github/gh-aw-firewall/actions/runs/27594833073), [27593367952](https://github.com/github/gh-aw-firewall/actions/runs/27593367952), [27587614655](https://github.com/github/gh-aw-firewall/actions/runs/27587614655)
- **Tokens**: 2,018,196 total (505K/run); **turns**: 4 total (1.0/run)
- **Estimated cost**: $0.00 ($0.00/run)
- **Reliability**: runs with errors=0/4, reported errors=0, warnings=0
- **Model breakdown**: unavailable in downloaded log payload

#### Smoke Services
- **Runs**: 4; sample runs: [27594833120](https://github.com/github/gh-aw-firewall/actions/runs/27594833120), [27593367951](https://github.com/github/gh-aw-firewall/actions/runs/27593367951), [27587903174](https://github.com/github/gh-aw-firewall/actions/runs/27587903174)
- **Tokens**: 1,980,711 total (495K/run); **turns**: 4 total (1.0/run)
- **Estimated cost**: $0.00 ($0.00/run)
- **Reliability**: runs with errors=0/4, reported errors=0, warnings=0
- **Model breakdown**: unavailable in downloaded log payload

#### Test Coverage Reporter
- **Runs**: 2; sample runs: [27598190167](https://github.com/github/gh-aw-firewall/actions/runs/27598190167), [27593942958](https://github.com/github/gh-aw-firewall/actions/runs/27593942958)
- **Tokens**: 1,797,063 total (899K/run); **turns**: 2 total (1.0/run)
- **Estimated cost**: $0.00 ($0.00/run)
- **Reliability**: runs with errors=0/2, reported errors=0, warnings=0
- **Model breakdown**: unavailable in downloaded log payload

#### Dependency Security Monitor
- **Runs**: 1; sample runs: [27602105108](https://github.com/github/gh-aw-firewall/actions/runs/27602105108)
- **Tokens**: 927,990 total (928K/run); **turns**: 1 total (1.0/run)
- **Estimated cost**: $0.00 ($0.00/run)
- **Reliability**: runs with errors=0/1, reported errors=0, warnings=0
- **Model breakdown**: unavailable in downloaded log payload

#### Smoke Copilot BYOK
- **Runs**: 4; sample runs: [27594833094](https://github.com/github/gh-aw-firewall/actions/runs/27594833094), [27593367892](https://github.com/github/gh-aw-firewall/actions/runs/27593367892), [27588079629](https://github.com/github/gh-aw-firewall/actions/runs/27588079629)
- **Tokens**: 853,969 total (213K/run); **turns**: 4 total (1.0/run)
- **Estimated cost**: $0.00 ($0.00/run)
- **Reliability**: runs with errors=0/4, reported errors=0, warnings=0
- **Model breakdown**: unavailable in downloaded log payload

#### Smoke Copilot BYOK AOAI (api-key)
- **Runs**: 5; sample runs: [27594833128](https://github.com/github/gh-aw-firewall/actions/runs/27594833128), [27593367890](https://github.com/github/gh-aw-firewall/actions/runs/27593367890), [27588255895](https://github.com/github/gh-aw-firewall/actions/runs/27588255895)
- **Tokens**: 676,141 total (135K/run); **turns**: 5 total (1.0/run)
- **Estimated cost**: $0.00 ($0.00/run)
- **Reliability**: runs with errors=0/5, reported errors=0, warnings=0
- **Model breakdown**: unavailable in downloaded log payload

#### Security Guard
- **Runs**: 4; sample runs: [27594833117](https://github.com/github/gh-aw-firewall/actions/runs/27594833117), [27593367960](https://github.com/github/gh-aw-firewall/actions/runs/27593367960), [27587614675](https://github.com/github/gh-aw-firewall/actions/runs/27587614675)
- **Tokens**: 606,551 total (152K/run); **turns**: 16 total (4.0/run)
- **Estimated cost**: $0.00 ($0.00/run)
- **Reliability**: runs with errors=4/4, reported errors=4, warnings=0
- **Model breakdown**: unavailable in downloaded log payload

#### Smoke Copilot PAT
- **Runs**: 4; sample runs: [27594833119](https://github.com/github/gh-aw-firewall/actions/runs/27594833119), [27593367948](https://github.com/github/gh-aw-firewall/actions/runs/27593367948), [27588434435](https://github.com/github/gh-aw-firewall/actions/runs/27588434435)
- **Tokens**: 533,843 total (133K/run); **turns**: 4 total (1.0/run)
- **Estimated cost**: $0.00 ($0.00/run)
- **Reliability**: runs with errors=0/4, reported errors=0, warnings=0
- **Model breakdown**: unavailable in downloaded log payload

_Details shown for top 10 of 17 workflows by token usage._

</details>

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

Runs where `token_usage` was null or 0 — these may not have completed yet or may need api-proxy instrumentation:
- **Contribution Check** — [27587614684](https://github.com/github/gh-aw-firewall/actions/runs/27587614684)
- **Daily Copilot Token Usage Analyzer** — [27610024518](https://github.com/github/gh-aw-firewall/actions/runs/27610024518)
- **Daily Claude Token Usage Analyzer** — [27609557412](https://github.com/github/gh-aw-firewall/actions/runs/27609557412)

</details>

### Historical Trend

Token usage increased 13.0% vs previous report ([#5013](https://github.com/github/gh-aw-firewall/issues/5013)): 19.8M vs 17.5M (below the 20% increasing-trend alert threshold).

### Previous Report
[Copilot Token Usage Report 2026-06-15](https://github.com/github/gh-aw-firewall/issues/5013)

**References:**
- [§27594833104](https://github.com/github/gh-aw-firewall/actions/runs/27594833104)
- [§27609179766](https://github.com/github/gh-aw-firewall/actions/runs/27609179766)
- [§27594833073](https://github.com/github/gh-aw-firewall/actions/runs/27594833073)




> Generated by [Daily Copilot Token Usage Analyzer](https://github.com/github/gh-aw-firewall/actions/runs/27610024518) · [◷](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 Report2026-06-16 #5106

Overview

Workflow Summary

Optimization Opportunities

Build Test Suite

Test Coverage Improver

Smoke OTel Tracing

Smoke Services

Test Coverage Reporter

Dependency Security Monitor

Smoke Copilot BYOK

Smoke Copilot BYOK AOAI (api-key)

Security Guard

Smoke Copilot PAT

Historical Trend

Previous Report

Metadata

Assignees

Labels

Type

Fields

Projects

Milestone

Relationships

Development

Workflow	Runs	Total Tokens	Avg Tokens	Cost	Avg Cost	Turns
Build Test Suite	3	6.1M	2.0M	$0.00	$0.00	3
Test Coverage Improver	1	2.7M	2.7M	$0.00	$0.00	1
Smoke OTel Tracing	4	2.0M	505K	$0.00	$0.00	4
Smoke Services	4	2.0M	495K	$0.00	$0.00	4
Test Coverage Reporter	2	1.8M	899K	$0.00	$0.00	2
Dependency Security Monitor	1	928K	928K	$0.00	$0.00	1
Smoke Copilot BYOK	4	854K	213K	$0.00	$0.00	4
Smoke Copilot BYOK AOAI (api-key)	5	676K	135K	$0.00	$0.00	5
Security Guard	4	607K	152K	$0.00	$0.00	16
Smoke Copilot PAT	4	534K	133K	$0.00	$0.00	4
Smoke Copilot BYOK AOAI (Entra)	5	527K	105K	$0.00	$0.00	5
Smoke Copilot	4	506K	127K	$0.00	$0.00	4
Smoke Chroot	3	237K	79K	$0.00	$0.00	3
Contribution Check	3	228K	76K	$0.00	$0.00	8
CI/CD Pipelines and Integration Tests Gap Assessment	1	127K	127K	$0.00	$0.00	4
Daily Copilot Token Usage Analyzer	1	0	0	$0.00	$0.00	0
Daily Claude Token Usage Analyzer	1	0	0	$0.00	$0.00	0

📊 Copilot Token Usage Report2026-06-16 #5106

Description

Overview

Workflow Summary

Optimization Opportunities

Build Test Suite

Test Coverage Improver

Smoke OTel Tracing

Smoke Services

Test Coverage Reporter

Dependency Security Monitor

Smoke Copilot BYOK

Smoke Copilot BYOK AOAI (api-key)

Security Guard

Smoke Copilot PAT

Historical Trend

Previous Report

Metadata

Metadata

Assignees

Labels

Type

Fields

Projects

Milestone

Relationships

Development

Issue actions