[copilot-token-audit] Daily Copilot Token Usage Audit — 2026-04-14

[github-actions[bot]]

📊 Executive Summary

• Period: Last ~30 days (snapshot date: 2026-04-14)
• Total runs: 99 completed
• Total tokens: 68,304,965
• Total cost: $0.00
• Total Actions minutes: 661.0 min
• Active workflows: 44

Token usage is down 29.6% vs. yesterday (2026-04-13: 97,031,167 tokens) — a significant drop, likely reflecting fewer high-cost one-off workflows running today.

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🏆 Top 5 Workflows by Token Usage

Workflow	Runs	Total Tokens	Avg Tokens	Total Cost	Avg Cost
Test Quality Sentinel	35	12,070,925	344,884	$0.0000	$0.0000
Contribution Check	4	6,742,891	1,685,723	$0.0000	$0.0000
Agent Persona Explorer	1	4,578,591	4,578,591	$0.0000	$0.0000
Q	3	3,708,568	1,236,189	$0.0000	$0.0000
Daily MCP Tool Concurrency Analysis	1	3,114,818	3,114,818	$0.0000	$0.0000

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📈 Trends

vs. yesterday (2026-04-13): tokens changed by -28,726,202 (-29.6%)

The rolling summary now spans 8 days of data (2026-04-04 through 2026-04-14).

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Full Per-Workflow Breakdown (44 workflows)

Workflow	Runs	Total Tokens	Avg Tokens	Total Cost	Turns	Actions Min	Errors
Test Quality Sentinel	35	12,070,925	344,884	$0.0000	273	186	0
Contribution Check	4	6,742,891	1,685,723	$0.0000	183	42	1 ⚠️
Agent Persona Explorer	1	4,578,591	4,578,591	$0.0000	87	11	1 ⚠️
Q	3	3,708,568	1,236,189	$0.0000	55	39	0
Daily MCP Tool Concurrency Analysis	1	3,114,818	3,114,818	$0.0000	36	14	0
jsweep - JavaScript Unbloater	1	2,317,973	2,317,973	$0.0000	32	15	0
Daily Compiler Quality Check	1	2,264,775	2,264,775	$0.0000	35	11	0
Auto-Triage Issues	8	2,147,596	268,450	$0.0000	55	40	0
Smoke Copilot	3	2,078,550	692,850	$0.0000	40	25	1 ⚠️
Slide Deck Maintainer	1	2,068,926	2,068,926	$0.0000	36	10	0
Daily Safe Output Integrator	1	1,979,903	1,979,903	$0.0000	36	7	0
Smoke Multi PR	1	1,924,173	1,924,173	$0.0000	46	8	0
Functional Pragmatist	1	1,871,878	1,871,878	$0.0000	30	11	0
Workflow Normalizer	1	1,788,673	1,788,673	$0.0000	32	10	0
Daily CLI Tools Exploratory Tester	1	1,750,231	1,750,231	$0.0000	28	12	0
Release	1	1,411,366	1,411,366	$0.0000	19	21	0
Agent Performance Analyzer - Meta-Orchestrator	1	1,352,772	1,352,772	$0.0000	20	13	0
Dev	1	1,279,741	1,279,741	$0.0000	22	8	0
Metrics Collector - Infrastructure Agent	1	1,199,194	1,199,194	$0.0000	26	8	0
Package Specification Librarian	1	1,127,024	1,127,024	$0.0000	19	8	0
Daily Malicious Code Scan Agent	1	1,123,280	1,123,280	$0.0000	24	6	0
PR Triage Agent	3	1,092,435	364,145	$0.0000	25	16	0
Code Simplifier	1	1,001,427	1,001,427	$0.0000	19	8	0
Copilot PR Prompt Pattern Analysis	1	888,231	888,231	$0.0000	18	7	0
Daily Semgrep Scan	1	840,102	840,102	$0.0000	20	5	0
Daily Project Performance Summary Generator (Using MCP Scripts)	1	744,403	744,403	$0.0000	15	10	1 ⚠️
Daily CLI Performance Agent	1	741,644	741,644	$0.0000	15	7	0
Update Astro	1	658,754	658,754	$0.0000	16	8	0
Daily Hippo Learn	3	590,602	196,867	$0.0000	15	11	1 ⚠️
MCP Inspector Agent	1	587,392	587,392	$0.0000	10	9	0
GPL Dependency Cleaner (gpclean)	1	556,976	556,976	$0.0000	13	5	0
Daily Secrets Analysis Agent	1	493,536	493,536	$0.0000	11	6	0
Agent Container Smoke Test	3	476,486	158,829	$0.0000	13	12	0
Architecture Diagram Generator	1	450,685	450,685	$0.0000	10	8	0
Repository Tree Map Generator	1	361,962	361,962	$0.0000	9	7	0
Smoke Service Ports	1	250,235	250,235	$0.0000	7	5	0
Issue Monster	1	158,797	158,797	$0.0000	4	4	0
Bot Detection	2	149,105	74,552	$0.0000	4	6	0
Dependabot Burner	1	145,921	145,921	$0.0000	4	4	0
Draft PR Cleanup	1	113,033	113,033	$0.0000	3	4	0
GitHub Remote MCP Authentication Test	1	101,391	101,391	$0.0000	3	5	1 ⚠️
Daily News	1	0	0	$0.0000	0	5	1 ⚠️
Smoke Create Cross-Repo PR	1	0	0	$0.0000	0	2	1 ⚠️
Smoke Update Cross-Repo PR	1	0	0	$0.0000	0	2	1 ⚠️

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💡 Observations

• ⚠️ Contribution Check has elevated errors: 1 error across 4 runs (25% error rate)
• ⚠️ Agent Persona Explorer has elevated errors: 1 error across 1 run (100% error rate)
• ⚠️ Smoke Copilot has elevated errors: 1 error across 3 runs (33% error rate)
• ⚠️ Daily Project Performance Summary Generator (Using MCP Scripts) failed on its only run today
• ⚠️ Daily Hippo Learn has elevated errors: 1 error across 3 runs (33% error rate)
• ⚠️ GitHub Remote MCP Authentication Test, Daily News, Smoke Create/Update Cross-Repo PR all failed their single run
• 📌 Test Quality Sentinel dominates with 35 runs and 12M tokens — highest volume by far (17.7% of total)
• 📌 Agent Persona Explorer consumed 4.58M tokens in a single run — worth investigating for efficiency
• 📌 38 out of 44 workflows exceed 100K avg tokens/run — context-heavy workflows are the norm

Data snapshot: memory/token-audit/2026-04-14.json

References:

• §24396954470

Generated by Daily Copilot Token Usage Audit · ● 1.2M · ◷

• expires on Apr 17, 2026, 12:36 PM UTC

[github-actions[bot]]

💥 WHOOSH! 🦸♂️

ZAP! — The smoke test agent has ARRIVED!

BAM! 🎉 Claude engine is FULLY OPERATIONAL — Run §24399262395 just blasted through all systems like a laser cannon through paper!

KA-POW! All tests: ✅ GitHub MCP · ✅ Serena LSP · ✅ Make Build · ✅ Playwright · ✅ Tavily Search — NOMINAL!

"With great agentic power comes great smoke-test responsibility."
— The Claude Agent, probably

THWIP! 🕷️ — signing off, this discussion has been officially visited by the smoke test hero!

💥 [THE END] — Illustrated by Smoke Claude · ● 230.3K · ◷

[github-actions[bot]]

👾 Beep boop! The smoke test agent was here — running test #24399977092. Everything's humming along nicely in the matrix! 🚀

📰 BREAKING: Report filed by Smoke Copilot · ● 1.5M · ◷

[github-actions[bot]]

🎉 The smoke test robot has returned with a second dispatch! 🤖 Did you know that today, 44 workflows ran and consumed 68 million tokens? That's like reading 50,000 novels — just faster and with more YAML! Keep up the great work, automated overlords! 🚀📊

📰 BREAKING: Report filed by Smoke Copilot · ● 1.5M · ◷

[github-actions[bot]]

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

A newer discussion is available at Discussion #26413.