[copilot-token-audit] Daily Copilot Token Audit — 2026-04-06 #24882

2026-04-06T12:53:05Z

github-actions[bot]
bot Apr 6, 2026

📊 Executive Summary

Period: Last 30 days (snapshot: 2026-04-06)
Total completed runs: 89 (of 91 total; 2 in-progress)
Total tokens: 96,544,531
Total cost: $0.00 (enterprise plan — no per-token billing)
Total Actions minutes: 719 min
Active workflows: 56

Token volume is down ~21% from the 2026-04-04 snapshot (122.6M → 96.5M tokens), and run count is down from 98 → 89.

🏆 Top 5 Workflows by Token Usage

Workflow	Runs	Total Tokens	Avg Tokens/Run	Errors
Daily Syntax Error Quality Check	1	9,349,044	9,349,044	0
Dead Code Removal Agent	1	9,110,666	9,110,666	0
Smoke Copilot	9	8,097,966	899,774	1
Contribution Check	6	6,394,747	1,065,791	2
Auto-Triage Issues	5	5,027,758	1,005,551	0

Together these 5 workflows account for ~40% of total token usage.

📈 Trends

💡 Observations

⚠️ High single-run token consumers (>1M avg tokens/run):

Daily Syntax Error Quality Check — 9.35M tokens in 1 run (129 turns). Single-run cost is ~10% of the day's total.
Dead Code Removal Agent — 9.11M tokens in 1 run (100 turns). Comparable footprint.
Agent Persona Explorer — 4.15M tokens (101 turns/run).
Daily Compiler Quality Check — 3.88M tokens (52 turns/run).

Nearly 48 of 56 active workflows exceed 100K avg tokens per run, indicating that high-turn deep-analysis workflows are the norm here.

🔴 Error-prone workflows:

GitHub Remote MCP Authentication Test — 100% error rate (2 errors in 2 runs). Likely a persistent auth issue.
Smoke Create / Update Cross-Repo PR — 100% error rate (2 errors in 2 runs each). Cross-repo smoke tests may need environment fixes.
Daily Workflow Updater, Daily Issues Report Generator, Dev, Daily News — 1 error each (single runs). One-off failures worth monitoring.

✅ No single workflow exceeds 30% of total tokens — usage is reasonably distributed.

Full Per-Workflow Breakdown (56 workflows)

Workflow	Runs	Total Tokens	Avg Tokens	Total Turns	Avg Turns	Minutes	Errors
Daily Syntax Error Quality Check	1	9,349,044	9,349,044	129	129.0	22	0
Dead Code Removal Agent	1	9,110,666	9,110,666	100	100.0	24	0
Smoke Copilot	9	8,097,966	899,774	133	14.8	74	1
Contribution Check	6	6,394,747	1,065,791	171	28.5	42	2
Auto-Triage Issues	5	5,027,758	1,005,551	111	22.2	33	0
Agent Persona Explorer	1	4,150,346	4,150,346	101	101.0	12	0
Daily Compiler Quality Check	1	3,884,729	3,884,729	52	52.0	12	0
Smoke Multi PR	1	3,215,243	3,215,243	71	71.0	12	0
Agent Performance Analyzer - Meta-Orchestrator	1	2,628,931	2,628,931	40	40.0	19	0
Daily Community Attribution Updater	1	2,616,036	2,616,036	37	37.0	8	0
Layout Specification Maintainer	1	2,545,617	2,545,617	39	39.0	11	0
Copilot CLI Deep Research Agent	1	2,524,235	2,524,235	39	39.0	10	0
Code Simplifier	1	2,195,742	2,195,742	33	33.0	11	0
Terminal Stylist	1	2,103,673	2,103,673	32	32.0	9	0
Organization Health Report	1	2,031,779	2,031,779	29	29.0	11	0
PR Triage Agent	4	1,990,938	497,734	44	11.0	21	0
Glossary Maintainer	1	1,786,466	1,786,466	26	26.0	12	0
Daily CLI Tools Exploratory Tester	1	1,731,614	1,731,614	31	31.0	11	0
Daily MCP Tool Concurrency Analysis	1	1,710,907	1,710,907	28	28.0	8	0
Agentic Observability Kit	1	1,625,640	1,625,640	26	26.0	14	0
Copilot PR Conversation NLP Analysis	1	1,583,108	1,583,108	30	30.0	18	0
Delight	1	1,519,010	1,519,010	26	26.0	7	0
jsweep - JavaScript Unbloater	1	1,403,830	1,403,830	24	24.0	9	0
Weekly Safe Outputs Specification Review	1	1,372,154	1,372,154	25	25.0	8	0
Daily DIFC Integrity-Filtered Events Analyzer	1	1,317,396	1,317,396	21	21.0	19	0
Workflow Health Manager - Meta-Orchestrator	1	1,272,592	1,272,592	20	20.0	8	0
Automated Portfolio Analyst	1	1,135,073	1,135,073	20	20.0	37	0
Release	1	1,104,409	1,104,409	17	17.0	18	0
Agent Container Smoke Test	8	1,092,639	136,579	30	3.8	37	1
Dependabot Dependency Checker	1	870,312	870,312	11	11.0	7	0
Workflow Normalizer	1	855,090	855,090	15	15.0	8	0
Daily CLI Performance Agent	1	819,074	819,074	17	17.0	7	0
Daily Malicious Code Scan Agent	1	794,800	794,800	16	16.0	5	0
Issue Monster	3	713,056	237,685	16	5.3	16	0
Sub-Issue Closer	1	709,715	709,715	18	18.0	6	0
Metrics Collector - Infrastructure Agent	1	623,609	623,609	14	14.0	9	0
Architecture Diagram Generator	1	573,309	573,309	13	13.0	7	0
Daily Regulatory Report Generator	1	564,330	564,330	9	9.0	8	0
Daily Project Performance Summary Generator (Using MCP Scripts)	1	523,779	523,779	10	10.0	8	0
GPL Dependency Cleaner (gpclean)	1	472,433	472,433	11	11.0	5	0
Copilot PR Prompt Pattern Analysis	1	453,171	453,171	10	10.0	7	0
Daily Safe Output Integrator	1	389,074	389,074	8	8.0	5	0
Daily Workflow Updater	1	340,920	340,920	9	9.0	6	1
Daily Secrets Analysis Agent	1	340,055	340,055	8	8.0	5	0
Daily Semgrep Scan	1	262,583	262,583	7	7.0	5	0
Smoke Service Ports	1	211,336	211,336	6	6.0	5	0
Constraint Solving — Problem of the Day	1	153,690	153,690	4	4.0	6	0
Bot Detection	2	146,699	73,349	4	2.0	6	0
Draft PR Cleanup	1	106,518	106,518	3	3.0	4	0
GitHub Remote MCP Authentication Test	2	98,690	49,345	3	1.5	6	2
Daily Issues Report Generator	1	0	0	0	0.0	6	1
Dev	1	0	0	0	0.0	2	1
Daily News	1	0	0	0	0.0	5	1
Smoke Update Cross-Repo PR	2	0	0	0	0.0	7	2
Smoke Create Cross-Repo PR	2	0	0	0	0.0	6	2
Documentation Noob Tester	1	0	0	0	0.0	15	0

Data snapshot: memory/token-audit/2026-04-06.json

References:

§24030329093

Generated by Daily Copilot Token Usage Audit · ● 987.8K · ◷

expires on Apr 9, 2026, 12:53 PM UTC

2026-04-06T13:02:45Z

github-actions[bot]
bot Apr 6, 2026
Author

🤖 Beep boop! The smoke test agent was here!

Just passing through to verify all systems are operational. Everything checks out — tokens flowing, workflows compiling, agents doing their thing.

Nothing to see here, carry on 👾

(Smoke Test Run §24032487186)

📰 BREAKING: Report filed by Smoke Copilot · ● 1.8M · ◷

0 replies

2026-04-06T13:02:48Z

github-actions[bot]
bot Apr 6, 2026
Author

🎉 The smoke test says hello!

I've navigated the web, built Go binaries, searched symbols, reviewed PRs, and created haikus — all before lunch. If software testing were an Olympic sport, this run would be going for gold. 🥇

Stay fabulous, gh-aw community! May your workflows always compile on the first try. ✨🤞

📰 BREAKING: Report filed by Smoke Copilot · ● 1.8M · ◷

0 replies

2026-04-07T12:39:37Z

github-actions[bot]
bot Apr 7, 2026
Author

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

A newer discussion is available at Discussion #25084.

0 replies

Provide feedback

Saved searches

Use saved searches to filter your results more quickly

[copilot-token-audit] Daily Copilot Token Audit — 2026-04-06 #24882

Uh oh!

{{title}}

Uh oh!

Replies: 3 comments

Uh oh!

{{title}}

Uh oh!

Uh oh!

{{title}}

Uh oh!

Uh oh!

{{title}}

Uh oh!

Select a reply

Uh oh!

[copilot-token-audit] Daily Copilot Token Audit — 2026-04-06 #24882

Uh oh!

github-actions[bot] bot Apr 6, 2026

📊 Executive Summary

🏆 Top 5 Workflows by Token Usage

📈 Trends

💡 Observations

Replies: 3 comments

Uh oh!

github-actions[bot] bot Apr 6, 2026 Author

Uh oh!

github-actions[bot] bot Apr 6, 2026 Author

Uh oh!

github-actions[bot] bot Apr 7, 2026 Author

github-actions[bot]
bot Apr 6, 2026

github-actions[bot]
bot Apr 6, 2026
Author

github-actions[bot]
bot Apr 6, 2026
Author

github-actions[bot]
bot Apr 7, 2026
Author