📊 Copilot Token Usage Report2026-06-28

[github-actions]

Overview

Period: 2026-06-27T16:28:29Z to 2026-06-28T09:15:21Z
Runs analyzed: 50 (0 had token data)
Total tokens: 0 across all workflows
Estimated total cost: $0.00
Total Actions minutes: 311.0 min
AIC reported by workflow logs: 1384.7
Errors / warnings: 7 / 0

Copilot workflow runs were found, but none included populated token or cost telemetry. This report uses AIC, Actions minutes, and error signals as proxy indicators, and treats missing token instrumentation as the main optimization finding.

Workflow Summary

Workflow	Runs	Tokens	Cost	Turns	AIC	Actions min	Errors
Test Coverage Reporter	2	0	$0.00	0	161.6	19.0	1
Duplicate Code Detector	1	0	$0.00	0	161.0	5.0	0
Smoke OTel Tracing	3	0	$0.00	0	129.9	18.0	0
Build Test Suite	3	0	$0.00	0	120.8	22.0	0
Smoke Services	4	0	$0.00	0	112.9	32.0	0
Test Coverage Improver	1	0	$0.00	0	110.8	14.0	0
Smoke Copilot	5	0	$0.00	0	97.5	24.0	0
Contribution Check	3	0	$0.00	0	91.9	12.0	2
Smoke Copilot PAT	4	0	$0.00	0	84.3	21.0	0
Daily Claude Token Usage Analyzer	1	0	$0.00	0	68.3	9.0	0
Issue Duplication Detector	2	0	$0.00	0	65.2	12.0	0
Smoke Chroot	4	0	$0.00	0	52.8	25.0	0
Dependency Security Monitor	1	0	$0.00	0	40.6	7.0	0
Smoke Copilot BYOK	4	0	$0.00	0	28.2	20.0	0
Smoke Copilot BYOK AOAI (Entra)	4	0	$0.00	0	17.4	25.0	0
Security Guard	2	0	$0.00	0	12.1	10.0	2
Smoke Copilot BYOK AOAI (api-key)	4	0	$0.00	0	11.9	25.0	0
Documentation Maintainer	1	0	$0.00	0	11.3	6.0	1
Pelis Agent Factory Advisor	1	0	$0.00	0	6.2	5.0	1

🔍 Optimization Opportunities

1. Token telemetry is missing for all Copilot runs
   • Enable or verify api-proxy token usage capture for Copilot-engine workflows so future reports can identify true token and cost drivers.
2. Test Coverage Reporter — 50% runs with errors
   • Investigate reliability issues; retries and error recovery can inflate inference cost.
3. Contribution Check — 67% runs with errors
   • Investigate reliability issues; retries and error recovery can inflate inference cost.
4. Security Guard — 100% runs with errors
   • Investigate reliability issues; retries and error recovery can inflate inference cost.
5. Documentation Maintainer — 100% runs with errors
   • Investigate reliability issues; retries and error recovery can inflate inference cost.
6. Pelis Agent Factory Advisor — 100% runs with errors
   • Investigate reliability issues; retries and error recovery can inflate inference cost.
7. Test Coverage Reporter — 161.6 AIC, 19.0 Actions min, 1 errors
   • Prioritize this workflow once token instrumentation is restored; it is among the largest proxy-signal contributors.
8. Duplicate Code Detector — 161.0 AIC, 5.0 Actions min
   • Prioritize this workflow once token instrumentation is restored; it is among the largest proxy-signal contributors.
9. Smoke OTel Tracing — 129.9 AIC, 18.0 Actions min
   • Prioritize this workflow once token instrumentation is restored; it is among the largest proxy-signal contributors.
10. Build Test Suite — 120.8 AIC, 22.0 Actions min

• Prioritize this workflow once token instrumentation is restored; it is among the largest proxy-signal contributors.

Top Per-Workflow Details

Test Coverage Reporter

• Runs: 2; tokens/cost: 0 / $0.00; turns: 0
• AIC / Actions minutes: 161.6 / 19.0; errors/warnings: 1 / 0
• Model breakdown: unavailable
• Recent runs: §28313083143, §28295122010

Duplicate Code Detector

• Runs: 1; tokens/cost: 0 / $0.00; turns: 0
• AIC / Actions minutes: 161.0 / 5.0; errors/warnings: 0 / 0
• Model breakdown: unavailable
• Recent runs: §28302950427

Smoke OTel Tracing

• Runs: 3; tokens/cost: 0 / $0.00; turns: 0
• AIC / Actions minutes: 129.9 / 18.0; errors/warnings: 0 / 0
• Model breakdown: unavailable
• Recent runs: §28304404929, §28302493894, §28297089289

Build Test Suite

• Runs: 3; tokens/cost: 0 / $0.00; turns: 0
• AIC / Actions minutes: 120.8 / 22.0; errors/warnings: 0 / 0
• Model breakdown: unavailable
• Recent runs: §28304404930, §28302493885, §28297089296

Smoke Services

• Runs: 4; tokens/cost: 0 / $0.00; turns: 0
• AIC / Actions minutes: 112.9 / 32.0; errors/warnings: 0 / 0
• Model breakdown: unavailable
• Recent runs: §28307459871, §28304404922, §28302493905

Workflows Without Token Data

50 runs had missing or zero token/cost telemetry:
Test Coverage Reporter (2), Duplicate Code Detector (1), Smoke OTel Tracing (3), Build Test Suite (3), Smoke Services (4), Test Coverage Improver (1), Smoke Copilot (5), Contribution Check (3), Smoke Copilot PAT (4), Daily Claude Token Usage Analyzer (1), Issue Duplication Detector (2), Smoke Chroot (4), Dependency Security Monitor (1), Smoke Copilot BYOK (4), Smoke Copilot BYOK AOAI (Entra) (4), Security Guard (2), Smoke Copilot BYOK AOAI (api-key) (4), Documentation Maintainer (1), Pelis Agent Factory Advisor (1)

Historical Trend

Previous report: #5597

• runs 0.0% (50 → 50)
• Actions minutes -10.6% (348.0 → 311.0)
• AIC +8.9% (1271.9 → 1384.7)
• tokens remained 0

References: §28317933252, previous report #5597, sample analyzed run §28313083143

Generated by Daily Copilot Token Usage Analyzer · 191.9 AIC · ⊞ 28.9K · ◷