[copilot-token-audit] Daily Copilot Token Usage Audit - 2026-05-21

[github-actions]

📊 Executive Summary

• Period: Last 30 days (ending 2026-05-21)
• Total runs: 97
• Total tokens: 70,350,368
• Total cost: $0.00
• Total Actions minutes: 880.0 min
• Active workflows: 36

🏆 Top 5 Workflows by Token Usage

Workflow	Runs	Total Tokens	Avg Tokens	Total Cost	Avg Cost
PR Sous Chef	5	10,211,550	2,042,310	$0.00	$0.00
Matt Pocock Skills Reviewer	15	8,868,729	591,248	$0.00	$0.00
PR Code Quality Reviewer	15	8,493,394	566,226	$0.00	$0.00
Test Quality Sentinel	16	6,706,662	419,166	$0.00	$0.00
Contribution Check	2	4,184,522	2,092,261	$0.00	$0.00

📈 Trends

Recent Trend (2026-05-20 → 2026-05-21):

• Token usage: 📈 7,691,106 tokens (+12.3%)
• Cost change: $0.00 (+)

Full Per-Workflow Breakdown

Workflow	Runs	Total Tokens	Avg Tokens	Total Cost	Avg Cost	Turns	Errors	Warnings
PR Sous Chef	5	10,211,550	2,042,310	$0.00	$0.00	364	0	0
Matt Pocock Skills Reviewer	15	8,868,729	591,248	$0.00	$0.00	158	3	0
PR Code Quality Reviewer	15	8,493,394	566,226	$0.00	$0.00	165	0	0
Test Quality Sentinel	16	6,706,662	419,166	$0.00	$0.00	149	0	0
Contribution Check	2	4,184,522	2,092,261	$0.00	$0.00	120	0	0
Chaos PR Bundle Fuzzer	2	3,100,172	1,550,086	$0.00	$0.00	64	1	0
Daily MCP Tool Concurrency Analysis	1	2,212,930	2,212,930	$0.00	$0.00	37	0	0
Documentation Noob Tester	1	1,898,381	1,898,381	$0.00	$0.00	35	0	0
OTLP Data Quality Validator	2	1,842,185	921,092	$0.00	$0.00	35	0	0
Daily Semgrep Scan	1	1,657,412	1,657,412	$0.00	$0.00	33	1	0
Daily Syntax Error Quality Check	1	1,626,847	1,626,847	$0.00	$0.00	33	0	0
Terminal Stylist	1	1,598,877	1,598,877	$0.00	$0.00	26	0	0
daily-experiment-report	1	1,549,410	1,549,410	$0.00	$0.00	27	0	0
Copilot CLI Deep Research Agent	1	1,472,986	1,472,986	$0.00	$0.00	22	0	0
jsweep - JavaScript Unbloater	1	1,398,584	1,398,584	$0.00	$0.00	26	0	0
Workflow Skill Extractor	1	1,343,721	1,343,721	$0.00	$0.00	22	0	0
PR Description Updater	2	1,303,449	651,724	$0.00	$0.00	38	0	0
Agentic Workflow Portfolio Yield	1	1,105,848	1,105,848	$0.00	$0.00	22	1	0
Daily CLI Tools Exploratory Tester	1	1,076,107	1,076,107	$0.00	$0.00	19	0	0
Daily Hippo Learn	1	998,319	998,319	$0.00	$0.00	30	0	0
Glossary Maintainer	1	972,135	972,135	$0.00	$0.00	16	0	0
Daily A/B Testing Advisor	1	873,560	873,560	$0.00	$0.00	20	0	0
Sub-Issue Closer	1	853,558	853,558	$0.00	$0.00	21	0	0
Functional Pragmatist	1	724,796	724,796	$0.00	$0.00	13	0	0
Package Specification Extractor	1	700,282	700,282	$0.00	$0.00	14	0	0
PR Triage Agent	1	687,601	687,601	$0.00	$0.00	16	0	0
Daily Workflow Updater	1	682,928	682,928	$0.00	$0.00	16	0	0
Copilot PR Conversation NLP Analysis	1	676,671	676,671	$0.00	$0.00	12	0	0
Workflow Health Manager - Meta-Orchestrator	1	629,774	629,774	$0.00	$0.00	13	0	0
Outcome Collector	1	284,107	284,107	$0.00	$0.00	11	0	0
Auto-Triage Issues	1	198,052	198,052	$0.00	$0.00	6	0	0
Draft PR Cleanup	1	184,251	184,251	$0.00	$0.00	5	0	0
GitHub Remote MCP Authentication Test	1	141,418	141,418	$0.00	$0.00	4	0	0
Dependabot Campaign	1	91,150	91,150	$0.00	$0.00	3	0	0
Daily News	1	0	0	$0.00	$0.00	0	1	0
Smoke CI	11	0	0	$0.00	$0.00	0	6	0

💡 Observations

Workflows with High Error Rates (>10%):

• Matt Pocock Skills Reviewer: 3 errors in 15 runs (20.0%)
• Chaos PR Bundle Fuzzer: 1 errors in 2 runs (50.0%)
• Daily Semgrep Scan: 1 errors in 1 runs (100.0%)
• Agentic Workflow Portfolio Yield: 1 errors in 1 runs (100.0%)
• Daily News: 1 errors in 1 runs (100.0%)
• Smoke CI: 6 errors in 11 runs (54.5%)

Workflows with High Average Token Usage (>100k per run):

• PR Sous Chef: 2,042,310 avg tokens/run
• Matt Pocock Skills Reviewer: 591,248 avg tokens/run
• PR Code Quality Reviewer: 566,226 avg tokens/run
• Test Quality Sentinel: 419,166 avg tokens/run
• Contribution Check: 2,092,261 avg tokens/run
• Chaos PR Bundle Fuzzer: 1,550,086 avg tokens/run
• Daily MCP Tool Concurrency Analysis: 2,212,930 avg tokens/run
• Documentation Noob Tester: 1,898,381 avg tokens/run
• OTLP Data Quality Validator: 921,092 avg tokens/run
• Daily Semgrep Scan: 1,657,412 avg tokens/run
• Daily Syntax Error Quality Check: 1,626,847 avg tokens/run
• Terminal Stylist: 1,598,877 avg tokens/run
• daily-experiment-report: 1,549,410 avg tokens/run
• Copilot CLI Deep Research Agent: 1,472,986 avg tokens/run
• jsweep - JavaScript Unbloater: 1,398,584 avg tokens/run
• Workflow Skill Extractor: 1,343,721 avg tokens/run
• PR Description Updater: 651,724 avg tokens/run
• Agentic Workflow Portfolio Yield: 1,105,848 avg tokens/run
• Daily CLI Tools Exploratory Tester: 1,076,107 avg tokens/run
• Daily Hippo Learn: 998,319 avg tokens/run
• Glossary Maintainer: 972,135 avg tokens/run
• Daily A/B Testing Advisor: 873,560 avg tokens/run
• Sub-Issue Closer: 853,558 avg tokens/run
• Functional Pragmatist: 724,796 avg tokens/run
• Package Specification Extractor: 700,282 avg tokens/run
• PR Triage Agent: 687,601 avg tokens/run
• Daily Workflow Updater: 682,928 avg tokens/run
• Copilot PR Conversation NLP Analysis: 676,671 avg tokens/run
• Workflow Health Manager - Meta-Orchestrator: 629,774 avg tokens/run
• Outcome Collector: 284,107 avg tokens/run
• Auto-Triage Issues: 198,052 avg tokens/run
• Draft PR Cleanup: 184,251 avg tokens/run
• GitHub Remote MCP Authentication Test: 141,418 avg tokens/run

Data snapshot: memory/token-audit/2026-05-21.json

Generated by 🔒 Daily Copilot Token Usage Audit · ● 1.5M · ◷

Add this agentic workflows to your repo

To install this agentic workflow, run

gh aw add githubnext/agentic-ops/workflows/copilot-token-audit.md@c780d8324935fe1fb30fce545832c10a8f904039

• expires on May 24, 2026, 12:38 PM UTC