[copilot-token-audit] Daily Copilot Token Usage Audit — 2026-04-07

[github-actions[bot]]

📊 Executive Summary

• Period: last 30 days snapshot as of 2026-04-07
• Total completed runs: 82 (out of 84 total; 2 in-progress)
• Total tokens: 87,979,806
• Total cost: $0.00 (Copilot-included plan)
• Total Actions minutes: 757 min
• Active workflows: 54

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🏆 Top 5 Workflows by Token Usage

Workflow	Runs	Total Tokens	Avg Tokens/Run	Errors
Q	4	13,880,345	3,470,086	1
Daily Syntax Error Quality Check	1	4,158,356	4,158,356	0
Daily Compiler Quality Check	1	4,012,514	4,012,514	0
Daily Community Attribution Updater	1	3,884,114	3,884,114	0
Glossary Maintainer	1	3,855,042	3,855,042	0

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📈 Trends

3-day trend (Apr 4 → Apr 7):

• Tokens: 122.6M → 96.5M → 88.0M (−28% vs Apr 4, −9% vs Apr 6) ✅ declining
• Runs: 98 → 89 → 82 (−16% vs Apr 4) ✅ declining

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💡 Observations

• Q is the top consumer at 13.88M tokens (15.8% of total) across 4 runs — avg 3.47M tokens/run. No single workflow exceeds the 30% heavy-hitter threshold (26.4M).
• 49 out of 54 workflows exceed 100k avg tokens per run — this is typical for agentic tasks but worth tracking for high-frequency workflows.
• 4 workflows completed with 0 tokens + errors (Smoke Create Cross-Repo PR, Smoke Update Cross-Repo PR, Daily Issues Report Generator, Daily News) — these likely failed before reaching the agent phase; warrants investigation.
• GitHub Remote MCP Authentication Test also errored on its single run (99k tokens used) — possible auth regression.

Full Per-Workflow Breakdown (54 workflows)

Workflow	Runs	Total Tokens	Avg Tokens	Actions Min	Errors
Q	4	13,880,345	3,470,086	67	1
Daily Syntax Error Quality Check	1	4,158,356	4,158,356	27	0
Daily Compiler Quality Check	1	4,012,514	4,012,514	23	0
Daily Community Attribution Updater	1	3,884,114	3,884,114	16	0
Glossary Maintainer	1	3,855,042	3,855,042	15	0
Copilot CLI Deep Research Agent	1	3,818,858	3,818,858	19	0
Issue Monster	13	3,400,581	261,583	52	0
Contribution Check	4	3,357,101	839,275	27	0
Release	1	3,016,735	3,016,735	22	0
Daily Safe Output Integrator	1	2,808,179	2,808,179	25	0
Smoke Copilot	2	2,704,839	1,352,420	19	0
Agent Performance Analyzer - Meta-Orchestrator	1	2,643,072	2,643,072	20	0
jsweep - JavaScript Unbloater	1	2,239,604	2,239,604	14	0
Auto-Triage Issues	6	2,067,140	344,523	16	1
Daily Copilot PR Merged Report	1	2,030,484	2,030,484	16	0
Slide Deck Maintainer	1	1,912,771	1,912,771	11	0
Daily DIFC Integrity-Filtered Events Analyzer	1	1,731,641	1,731,641	14	0
Workflow Normalizer	1	1,709,744	1,709,744	10	0
Copilot Token Usage Optimizer	1	1,655,805	1,655,805	10	0
Copilot PR Conversation NLP Analysis	1	1,511,974	1,511,974	10	0
Daily MCP Tool Concurrency Analysis	1	1,510,841	1,510,841	10	0
Code Simplifier	1	1,368,480	1,368,480	10	0
The Daily Repository Chronicle	1	1,360,623	1,360,623	10	0
Functional Pragmatist	1	1,304,057	1,304,057	10	0
Daily CLI Tools Exploratory Tester	1	1,242,455	1,242,455	10	0
Daily CLI Performance Agent	1	1,214,361	1,214,361	10	0
Weekly Issue Summary	1	1,075,718	1,075,718	8	0
Daily Malicious Code Scan Agent	1	1,049,559	1,049,559	8	0
Smoke Multi PR	1	964,260	964,260	8	0
Plan Command	3	912,602	304,201	12	0
Copilot PR Prompt Pattern Analysis	1	910,468	910,468	7	0
Agent Persona Explorer	1	806,805	806,805	6	0
Sub-Issue Closer	1	787,177	787,177	6	0
Metrics Collector - Infrastructure Agent	1	778,854	778,854	7	0
MCP Inspector Agent	1	701,209	701,209	6	0
PR Triage Agent	2	638,079	319,040	6	0
Daily Regulatory Report Generator	1	614,091	614,091	5	0
Dev	1	524,089	524,089	5	0
Daily Project Performance Summary Generator (Using MCP Scripts)	1	518,544	518,544	5	0
GPL Dependency Cleaner (gpclean)	1	510,876	510,876	5	0
Daily Secrets Analysis Agent	1	437,343	437,343	4	0
Daily Workflow Updater	1	376,039	376,039	4	0
Daily Semgrep Scan	1	349,731	349,731	4	0
Issue Triage Agent	1	316,816	316,816	4	0
Architecture Diagram Generator	1	295,505	295,505	4	0
Agent Container Smoke Test	2	294,277	147,138	4	0
Smoke Service Ports	1	246,892	246,892	3	0
Repository Tree Map Generator	1	246,064	246,064	3	0
Draft PR Cleanup	1	125,901	125,901	2	0
GitHub Remote MCP Authentication Test	1	99,191	99,191	2	1
Daily Issues Report Generator	1	0	0	1	1
Daily News	1	0	0	1	1
Smoke Create Cross-Repo PR	1	0	0	1	1
Smoke Update Cross-Repo PR	1	0	0	1	1

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Data snapshot: memory/token-audit/2026-04-07.json
Run: §24079408337

Generated by Daily Copilot Token Usage Audit · ● 840.9K · ◷

• expires on Apr 10, 2026, 12:39 PM UTC

[github-actions[bot]]

This discussion has been marked as outdated by Daily Copilot Token Usage Audit.

A newer discussion is available at Discussion #25543.