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[agentic-token-audit] Token Usage Audit — 2026-05-29 #35698

Closed as not planned
Closed as not planned
[agentic-token-audit] Token Usage Audit — 2026-05-29#35698
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workflow-audit

Description

@github-actions
github-actions
bot
opened on May 29, 2026

📊 Executive Summary

  • Period: last 30 days (2026-04-29 to 2026-05-29)
  • Total runs: 95 (of 100 raw; 5 non-completed excluded)
  • Total tokens: 138,000,015
  • Total cost: $0.00 (cost data not populated in this dataset)
  • Total Actions minutes: 945.0 min
  • Active workflows: 66

🏆 Top 5 Workflows by Token Usage

Workflow Runs Total Tokens Avg Tokens Total Cost Avg Cost
PR Sous Chef 5 15,695,443 3,139,089 $0.0000 $0.0000
Safe Output Health Monitor 1 8,701,066 8,701,066 $0.0000 $0.0000
Go Logger Enhancement 1 8,521,113 8,521,113 $0.0000 $0.0000
Static Analysis Report 1 5,832,354 5,832,354 $0.0000 $0.0000
Daily Rendering Scripts Verifier 1 5,737,530 5,737,530 $0.0000 $0.0000

📈 Trends

Token Usage by Workflow

Historical Token Trend

Token usage increased by 20,629,841 (+17.6%) vs the previous day (2026-05-28). This is the rolling 30-entry historical record across 30 days of data.

Full Per-Workflow Breakdown
Workflow Runs Total Tokens Avg Tokens Total Cost Avg Cost Errors Warnings
PR Sous Chef 5 15,695,443 3,139,089 $0.0000 $0.0000 3 0
Safe Output Health Monitor 1 8,701,066 8,701,066 $0.0000 $0.0000 1 0
Go Logger Enhancement 1 8,521,113 8,521,113 $0.0000 $0.0000 1 0
Static Analysis Report 1 5,832,354 5,832,354 $0.0000 $0.0000 0 0
Daily Rendering Scripts Verifier 1 5,737,530 5,737,530 $0.0000 $0.0000 0 0
Daily OTel Instrumentation Advisor 1 5,510,217 5,510,217 $0.0000 $0.0000 0 0
Sergo - Serena Go Expert 1 5,479,611 5,479,611 $0.0000 $0.0000 0 0
Daily AgentRx Trace Optimizer 1 5,188,636 5,188,636 $0.0000 $0.0000 0 0
Instructions Janitor 1 3,702,789 3,702,789 $0.0000 $0.0000 0 0
Copilot Agent Prompt Clustering Analysis 1 3,681,770 3,681,770 $0.0000 $0.0000 0 0
GitHub API Consumption Report Agent 1 3,662,632 3,662,632 $0.0000 $0.0000 0 0
Daily Documentation Updater 1 3,340,878 3,340,878 $0.0000 $0.0000 0 0
Matt Pocock Skills Reviewer 5 3,188,126 637,625 $0.0000 $0.0000 0 0
Go Fan 1 3,169,406 3,169,406 $0.0000 $0.0000 0 0
PR Code Quality Reviewer 5 2,902,456 580,491 $0.0000 $0.0000 0 0
CLI Version Checker 1 2,699,637 2,699,637 $0.0000 $0.0000 0 0
Copilot Session Insights 1 2,687,282 2,687,282 $0.0000 $0.0000 0 0
Copilot CLI Deep Research Agent 1 2,565,968 2,565,968 $0.0000 $0.0000 1 0
Documentation Noob Tester 1 2,547,111 2,547,111 $0.0000 $0.0000 0 0
Daily Syntax Error Quality Check 1 2,540,820 2,540,820 $0.0000 $0.0000 1 0
Package Specification Extractor 1 2,538,163 2,538,163 $0.0000 $0.0000 0 0
daily-experiment-report 1 2,519,866 2,519,866 $0.0000 $0.0000 1 0
[aw] Failure Investigator (6h) 1 2,449,310 2,449,310 $0.0000 $0.0000 0 0
jsweep - JavaScript Unbloater 1 2,291,801 2,291,801 $0.0000 $0.0000 0 0
Daily AstroStyleLite Markdown Spellcheck 1 2,052,718 2,052,718 $0.0000 $0.0000 0 0
Workflow Health Manager - Meta-Orchestrator 1 1,978,817 1,978,817 $0.0000 $0.0000 0 0
Code Simplifier 1 1,927,640 1,927,640 $0.0000 $0.0000 0 0
Test Quality Sentinel 4 1,785,912 446,478 $0.0000 $0.0000 0 0
Contribution Check 2 1,723,678 861,839 $0.0000 $0.0000 0 0
Chaos PR Bundle Fuzzer 2 1,633,187 816,594 $0.0000 $0.0000 1 0
Outcome Collector 4 1,545,302 386,326 $0.0000 $0.0000 0 0
Daily CLI Tools Exploratory Tester 1 1,511,638 1,511,638 $0.0000 $0.0000 0 0
Daily MCP Tool Concurrency Analysis 1 1,255,527 1,255,527 $0.0000 $0.0000 0 0
Schema Consistency Checker 1 1,234,072 1,234,072 $0.0000 $0.0000 0 0
Copilot PR Conversation NLP Analysis 1 1,137,587 1,137,587 $0.0000 $0.0000 0 0
Glossary Maintainer 1 1,085,046 1,085,046 $0.0000 $0.0000 0 0
Design Decision Gate 🏗️ 4 938,826 234,706 $0.0000 $0.0000 0 0
PR Description Updater 3 914,959 304,986 $0.0000 $0.0000 0 0
Daily A/B Testing Advisor 1 816,741 816,741 $0.0000 $0.0000 0 0
Multi-Device Docs Tester 1 759,713 759,713 $0.0000 $0.0000 0 0
GPL Dependency Cleaner (gpclean) 1 710,860 710,860 $0.0000 $0.0000 0 0
Issue Monster 1 705,610 705,610 $0.0000 $0.0000 0 0
Daily Semgrep Scan 1 691,777 691,777 $0.0000 $0.0000 0 0
Refactoring Cadence 1 590,368 590,368 $0.0000 $0.0000 0 0
Terminal Stylist 1 589,232 589,232 $0.0000 $0.0000 0 0
OTLP Data Quality Validator 1 572,855 572,855 $0.0000 $0.0000 0 0
PR Triage Agent 1 539,794 539,794 $0.0000 $0.0000 0 0
Daily Hippo Learn 1 536,939 536,939 $0.0000 $0.0000 1 0
Daily Workflow Updater 1 523,664 523,664 $0.0000 $0.0000 0 0
Dependabot Dependency Checker 1 485,392 485,392 $0.0000 $0.0000 0 0
Dependabot Campaign 1 405,507 405,507 $0.0000 $0.0000 0 0
Sub-Issue Closer 1 387,940 387,940 $0.0000 $0.0000 0 0
Daily Safe Outputs Conformance Checker 1 378,325 378,325 $0.0000 $0.0000 0 0
Constraint Solving — Problem of the Day 1 313,768 313,768 $0.0000 $0.0000 0 0
Draft PR Cleanup 1 297,222 297,222 $0.0000 $0.0000 0 0
Dependabot Burner 1 284,751 284,751 $0.0000 $0.0000 0 0
Auto-Triage Issues 1 230,347 230,347 $0.0000 $0.0000 0 0
Daily Choice Type Test 1 163,035 163,035 $0.0000 $0.0000 0 0
GitHub Remote MCP Authentication Test 1 137,281 137,281 $0.0000 $0.0000 0 0
AI Moderator 3 0 0 $0.0000 $0.0000 0 0
Dev 1 0 0 $0.0000 $0.0000 0 0
Daily AW Cross-Repo Compile Check 1 0 0 $0.0000 $0.0000 1 0
Smoke CI 3 0 0 $0.0000 $0.0000 0 0
Daily News 1 0 0 $0.0000 $0.0000 1 0
Duplicate Code Detector 1 0 0 $0.0000 $0.0000 0 0
Step Name Alignment 1 0 0 $0.0000 $0.0000 1 0

💡 Observations

  • No single heavy hitter (>30% of total tokens): PR Sous Chef leads at ~11.4% of total — a healthy distribution across 66 active workflows.
  • All 59 token-consuming workflows exceed 100k avg tokens/run, indicating context-heavy sessions throughout. Top single-run consumer: Safe Output Health Monitor at 8.7M tokens/run.
  • PR Sous Chef has an elevated error rate: 3 errors across 5 runs (60%). Worth investigating for reliability.
  • +17.6% day-over-day token growth — the largest daily increase in the 30-day window. Monitor for continued acceleration.
  • Cost data is $0.00 across all runs: estimated_cost is not populated in this dataset; cost analysis pending backfill.

References: §26634549353

Data snapshot: memory/token-audit/2026-05-29.json

Warning

Firewall blocked 1 domain

The following domain was blocked by the firewall during workflow execution:

  • pypi.org

To allow these domains, add them to the network.allowed list in your workflow frontmatter:

network:
  allowed:
    - defaults
    - "pypi.org"

See Network Configuration for more information.

Generated by Daily Agentic Workflow Token Usage Audit · sonnet46 2.6M · ◷

Add this agentic workflows to your repo

To install this agentic workflow, run

gh aw add githubnext/agentic-ops/workflows/agentic-token-audit.md@e10687ae8f19a5b37b061db524be27948568c411
  • expires on Jun 1, 2026, 12:52 PM UTC

Activity

  1. github-actions
    added
    workflow-audit
    on May 29, 2026

  2. github-actions commented on Jun 1, 2026

    @github-actions
    github-actionsbot
    on Jun 1, 2026 – with GitHub Actions
    ContributorAuthor

    This issue is being closed as outdated. A newer issue has been created: #36240

    View newer issue

    This action was performed automatically by the Daily Agentic Workflow Token Usage Audit workflow.

  3. github-actions
    closed this as not plannedon Jun 1, 2026
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