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Period: 2026-07-11 to 2026-07-12 Runs analyzed: 50 (0 had token usage fields) Total tokens: Not available in the supplied export Estimated total cost: Not available in the supplied export Total Actions minutes: 352 Run errors: 5
The export does not contain token_usage, effective_tokens, estimated_cost, turns, error_count, warning_count, or token_usage_summary fields. It does contain an aic metric for 46 runs; AIC is reported below only as an auxiliary workload indicator and must not be interpreted as tokens or dollars.
Workflow Summary
Sorted by total AIC because token and cost metrics were unavailable.
Workflow
Runs
Tokens
Avg Tokens
Cost
Avg Cost
Turns
Total AIC
Actions min
Failed runs
Build Test Suite
3
n/a
n/a
n/a
n/a
n/a
223.247
28
0
Daily Security Review and Threat Modeling
1
n/a
n/a
n/a
n/a
n/a
104.671
11
0
Smoke OTel Tracing
3
n/a
n/a
n/a
n/a
n/a
68.225
21
0
Smoke Copilot PAT
4
n/a
n/a
n/a
n/a
n/a
47.703
24
0
Smoke Copilot
4
n/a
n/a
n/a
n/a
n/a
44.263
23
0
Smoke Docker Sbx
3
n/a
n/a
n/a
n/a
n/a
42.992
18
0
Smoke Services
4
n/a
n/a
n/a
n/a
n/a
38.850
24
1
Dependency Security Monitor
1
n/a
n/a
n/a
n/a
n/a
29.361
7
0
Smoke Chroot
3
n/a
n/a
n/a
n/a
n/a
28.521
22
0
Smoke Copilot BYOK
4
n/a
n/a
n/a
n/a
n/a
28.158
24
0
Refactoring Opportunity Scanner
1
n/a
n/a
n/a
n/a
n/a
18.499
6
0
Daily Claude Token Usage Analyzer
1
n/a
n/a
n/a
n/a
n/a
17.020
7
0
Model API Mapping Updater
1
n/a
n/a
n/a
n/a
n/a
16.604
9
0
Daily Claude Token Optimization Advisor
1
n/a
n/a
n/a
n/a
n/a
15.357
14
0
Smoke Copilot BYOK AOAI (api-key)
3
n/a
n/a
n/a
n/a
n/a
12.214
23
0
Contribution Check
3
n/a
n/a
n/a
n/a
n/a
10.382
18
0
Duplicate Code Detector
1
n/a
n/a
n/a
n/a
n/a
6.028
6
0
Security Guard
1
n/a
n/a
n/a
n/a
n/a
5.500
6
0
Pelis Agent Factory Advisor
1
n/a
n/a
n/a
n/a
n/a
5.190
12
1
Smoke Copilot BYOK AOAI (Entra)
4
n/a
n/a
n/a
n/a
n/a
4.983
28
0
Test Coverage Reporter
3
n/a
n/a
n/a
n/a
n/a
0.000
21
3
Optimization Opportunities
Instrumentation gap - Add or restore token, cost, turn, and model-breakdown fields to the gh aw logs --engine copilot --json export and ensure the api-proxy usage records are joined into each run.
Build Test Suite - Highest observed aggregate AIC (223.247 across 3 runs); inspect prompt and tool usage after instrumentation is restored.
Daily Security Review and Threat Modeling - Highest observed single-run AIC (104.671); review whether deterministic preparation can move into workflow steps.
Test Coverage Reporter - All 3 runs have zero AIC and failed; investigate instrumentation and workflow reliability separately from token optimization.
Pelis Agent Factory Advisor and Smoke Services - Each has one failed run; resolve reliability issues before drawing cost conclusions.
The requested thresholds for high cost, high token count, many turns, high error rate, and increasing token trend cannot be evaluated without the missing fields.
Top Per-Workflow Details by Available AIC
Build Test Suite
Runs: 3; Total AIC: 223.247; Average AIC: 74.416; Actions minutes: 28; Failures: 0
Token, cost, turn, and model breakdown: unavailable.
Daily Security Review and Threat Modeling
Runs: 1; Total AIC: 104.671; Average AIC: 104.671; Actions minutes: 11; Failures: 0
Token, cost, turn, and model breakdown: unavailable.
Smoke OTel Tracing
Runs: 3; Total AIC: 68.225; Average AIC: 22.742; Actions minutes: 21; Failures: 0
Token, cost, turn, and model breakdown: unavailable.
Smoke Copilot PAT
Runs: 4; Total AIC: 47.703; Average AIC: 11.926; Actions minutes: 24; Failures: 0
Token, cost, turn, and model breakdown: unavailable.
Smoke Copilot
Runs: 4; Total AIC: 44.263; Average AIC: 11.066; Actions minutes: 23; Failures: 0
Token, cost, turn, and model breakdown: unavailable.
Smoke Docker Sbx
Runs: 3; Total AIC: 42.992; Average AIC: 14.331; Actions minutes: 18; Failures: 0
Smoke Services
Runs: 4; Total AIC: 38.850; Average AIC: 9.712; Actions minutes: 24; Failures: 1
Dependency Security Monitor
Runs: 1; Total AIC: 29.361; Average AIC: 29.361; Actions minutes: 7; Failures: 0
Smoke Chroot
Runs: 3; Total AIC: 28.521; Average AIC: 9.507; Actions minutes: 22; Failures: 0
Smoke Copilot BYOK
Runs: 4; Total AIC: 28.158; Average AIC: 7.040; Actions minutes: 24; Failures: 0
Runs Without Available AIC
Smoke Copilot BYOK AOAI (Entra): 1 successful run
Test Coverage Reporter: 3 failed runs
Historical Trend
No prior token usage report data was included in the supplied export, so increasing-token and cost trends cannot be computed.
Previous Report
No previous report link is available from the supplied data.
Overview
Period: 2026-07-11 to 2026-07-12
Runs analyzed: 50 (0 had token usage fields)
Total tokens: Not available in the supplied export
Estimated total cost: Not available in the supplied export
Total Actions minutes: 352
Run errors: 5
The export does not contain
token_usage,effective_tokens,estimated_cost,turns,error_count,warning_count, ortoken_usage_summaryfields. It does contain anaicmetric for 46 runs; AIC is reported below only as an auxiliary workload indicator and must not be interpreted as tokens or dollars.Workflow Summary
Sorted by total AIC because token and cost metrics were unavailable.
Optimization Opportunities
gh aw logs --engine copilot --jsonexport and ensure the api-proxy usage records are joined into each run.The requested thresholds for high cost, high token count, many turns, high error rate, and increasing token trend cannot be evaluated without the missing fields.
Top Per-Workflow Details by Available AIC
Build Test Suite
Daily Security Review and Threat Modeling
Smoke OTel Tracing
Smoke Copilot PAT
Smoke Copilot
Smoke Docker Sbx
Smoke Services
Dependency Security Monitor
Smoke Chroot
Smoke Copilot BYOK
Runs Without Available AIC
Historical Trend
No prior token usage report data was included in the supplied export, so increasing-token and cost trends cannot be computed.
Previous Report
No previous report link is available from the supplied data.
References:
Warning
Firewall blocked 1 domain
The following domain was blocked by the firewall during workflow execution:
awmgmcpgSee Network Configuration for more information.