📊 Copilot Token Usage Report2026-05-25

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Overview

Period: 2026-05-25 03:25 UTC to 2026-05-25 09:40 UTC
Runs analyzed: 50 (all had token data)
Total tokens: 28.4M across all workflows
Estimated total cost: $0.00
Total Actions minutes: 276.0 min
Average tokens/run: 568K

Workflow Summary

Workflow	Runs	Total Tokens	Avg Tokens	Cost	Avg Cost	Turns
Build Test Suite	5	11.0M	2.2M	$0.00	$0.00	5
Test Coverage Reporter	9	4.6M	513K	$0.00	$0.00	9
API Surface & Export Audit	5	3.7M	747K	$0.00	$0.00	5
Test Coverage Improver	1	1.8M	1.8M	$0.00	$0.00	1
Smoke OTel Tracing	4	1.8M	457K	$0.00	$0.00	4
CI/CD Pipelines and Integration Tests Gap Assessment	1	1.2M	1.2M	$0.00	$0.00	1
Smoke Services	5	1.1M	219K	$0.00	$0.00	5
Dependency Security Monitor	1	774K	774K	$0.00	$0.00	1
Smoke Copilot	6	740K	123K	$0.00	$0.00	6
Smoke Chroot	5	548K	110K	$0.00	$0.00	5
Smoke Copilot BYOK	5	504K	101K	$0.00	$0.00	5
Daily Claude Token Usage Analyzer	1	312K	312K	$0.00	$0.00	1
Firewall Issue Dispatcher	1	168K	168K	$0.00	$0.00	1
Daily Copilot Token Usage Analyzer	1	0	0.0	$0.00	$0.00	0

🔍 Optimization Opportunities

1. Build Test Suite — 5 runs, 2.2M/run, 1.0 turns/run

   • High avg tokens (2.2M/run) - consider reducing system prompt or MCP tool surface

2. Test Coverage Improver — 1 runs, 1.8M/run, 1.0 turns/run

   • High avg tokens (1.8M/run) - consider reducing system prompt or MCP tool surface

3. CI/CD Pipelines and Integration Tests Gap Assessment — 1 runs, 1.2M/run, 1.0 turns/run

   • High avg tokens (1.2M/run) - consider reducing system prompt or MCP tool surface

Per-Workflow Details

Build Test Suite

• Runs: 5
• Total tokens: 11.0M (avg 2.2M/run)
• Estimated cost: $0.00 (avg $0.00/run)
• Turns: 5 total (avg 1.0/run)
• Action minutes: 36.0 min
• Error rate: 0/5 runs
• Recent runs:
  • ✅ §unknown
  • ✅ §unknown
  • ✅ §unknown
  • ✅ §unknown
  • ✅ §unknown

Test Coverage Reporter

• Runs: 9
• Total tokens: 4.6M (avg 513K/run)
• Estimated cost: $0.00 (avg $0.00/run)
• Turns: 9 total (avg 1.0/run)
• Action minutes: 67.0 min
• Error rate: 0/9 runs
• Recent runs:
  • ✅ §unknown
  • ✅ §unknown
  • ✅ §unknown
  • ✅ §unknown
  • ✅ §unknown

API Surface & Export Audit

• Runs: 5
• Total tokens: 3.7M (avg 747K/run)
• Estimated cost: $0.00 (avg $0.00/run)
• Turns: 5 total (avg 1.0/run)
• Action minutes: 34.0 min
• Error rate: 0/5 runs
• Recent runs:
  • ✅ §unknown
  • ✅ §unknown
  • ✅ §unknown
  • ✅ §unknown
  • ✅ §unknown

Test Coverage Improver

• Runs: 1
• Total tokens: 1.8M (avg 1.8M/run)
• Estimated cost: $0.00 (avg $0.00/run)
• Turns: 1 total (avg 1.0/run)
• Action minutes: 10.0 min
• Error rate: 0/1 runs
• Recent runs:
  • ✅ §unknown

Smoke OTel Tracing

• Runs: 4
• Total tokens: 1.8M (avg 457K/run)
• Estimated cost: $0.00 (avg $0.00/run)
• Turns: 4 total (avg 1.0/run)
• Action minutes: 17.0 min
• Error rate: 0/4 runs
• Recent runs:
  • ✅ §unknown
  • ✅ §unknown
  • ✅ §unknown
  • ✅ §unknown

CI/CD Pipelines and Integration Tests Gap Assessment

• Runs: 1
• Total tokens: 1.2M (avg 1.2M/run)
• Estimated cost: $0.00 (avg $0.00/run)
• Turns: 1 total (avg 1.0/run)
• Action minutes: 11.0 min
• Error rate: 0/1 runs
• Recent runs:
  • ✅ §unknown

Smoke Services

• Runs: 5
• Total tokens: 1.1M (avg 219K/run)
• Estimated cost: $0.00 (avg $0.00/run)
• Turns: 5 total (avg 1.0/run)
• Action minutes: 26.0 min
• Error rate: 0/5 runs
• Recent runs:
  • ✅ §unknown
  • ✅ §unknown
  • ✅ §unknown
  • ✅ §unknown
  • ✅ §unknown

Dependency Security Monitor

• Runs: 1
• Total tokens: 774K (avg 774K/run)
• Estimated cost: $0.00 (avg $0.00/run)
• Turns: 1 total (avg 1.0/run)
• Action minutes: 6.0 min
• Error rate: 0/1 runs
• Recent runs:
  • ✅ §unknown

Smoke Copilot

• Runs: 6
• Total tokens: 740K (avg 123K/run)
• Estimated cost: $0.00 (avg $0.00/run)
• Turns: 6 total (avg 1.0/run)
• Action minutes: 18.0 min
• Error rate: 0/6 runs
• Recent runs:
  • ✅ §unknown
  • ✅ §unknown
  • ✅ §unknown
  • ✅ §unknown
  • ✅ §unknown

Smoke Chroot

• Runs: 5
• Total tokens: 548K (avg 110K/run)
• Estimated cost: $0.00 (avg $0.00/run)
• Turns: 5 total (avg 1.0/run)
• Action minutes: 25.0 min
• Error rate: 0/5 runs
• Recent runs:
  • ✅ §unknown
  • ✅ §unknown
  • ✅ §unknown
  • ✅ §unknown
  • ✅ §unknown

Smoke Copilot BYOK

• Runs: 5
• Total tokens: 504K (avg 101K/run)
• Estimated cost: $0.00 (avg $0.00/run)
• Turns: 5 total (avg 1.0/run)
• Action minutes: 15.0 min
• Error rate: 0/5 runs
• Recent runs:
  • ✅ §unknown
  • ✅ §unknown
  • ✅ §unknown
  • ✅ §unknown
  • ✅ §unknown

Daily Claude Token Usage Analyzer

• Runs: 1
• Total tokens: 312K (avg 312K/run)
• Estimated cost: $0.00 (avg $0.00/run)
• Turns: 1 total (avg 1.0/run)
• Action minutes: 7.0 min
• Error rate: 0/1 runs
• Recent runs:
  • ❌ §unknown

Firewall Issue Dispatcher

• Runs: 1
• Total tokens: 168K (avg 168K/run)
• Estimated cost: $0.00 (avg $0.00/run)
• Turns: 1 total (avg 1.0/run)
• Action minutes: 3.0 min
• Error rate: 0/1 runs
• Recent runs:
  • ✅ §unknown

Daily Copilot Token Usage Analyzer

• Runs: 1
• Total tokens: 0 (avg 0.0/run)
• Estimated cost: $0.00 (avg $0.00/run)
• Turns: 0 total (avg 0.0/run)
• Action minutes: 1.0 min
• Error rate: 0/1 runs
• Recent runs:
  • ❌ §unknown

Historical Trend

This is the first Copilot token usage report. Future reports will include trend analysis.

Note on Cost Estimation

⚠️ Cost data appears to be $0 for all runs. This may indicate:

• Token tracking is enabled but cost calculation needs configuration
• The api-proxy is tracking tokens but not computing costs
• Cost estimation may need to be implemented in the AWF logging system

Token counts are accurate and can be used for optimization analysis.

References:

• §26381976560
• §26381948220
• §26381946560

Generated by Daily Copilot Token Usage Analyzer · ● 2.1M · ◷