🔍 Agentic Workflow Audit Report - December 27, 2025

[github-actions[bot]]

Audit Summary

Period: Last 24 hours (Dec 26, 04:07 UTC - Dec 27, 04:07 UTC)

• Runs Analyzed: 57
• Workflows Active: 47
• Success Rate: 94.74% (54 successful, 2 failed, 1 in-progress)
• Total Token Usage: 30.0M tokens
• Total Cost: $10.31
• Average Cost per Run: $0.18
• Issues Found: 458 errors, 418 warnings

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📊 Performance Trends (30 Days)

Workflow Health Trends

Analysis: The success rate has been consistently high at ~95% over the period, with only occasional failures. The daily workflow volume shows moderate activity, indicating stable operation.

Token Usage & Cost Trends

Analysis: Token usage is concentrated on December 26-27 (30M tokens total). Average daily cost is $5.16, with a peak of $5.36 on Dec 26. The 7-day moving average shows cost stability.

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⚠️ Failed Workflows

Run ID	Workflow Name	URL
§20531882597	DeepReport - Intelligence Gathering Agent	Failed at 00:33 UTC
§20533397729	Daily Project Performance Summary Generator (Using Safe Inputs)	Failed at 02:58 UTC

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🔝 Top Resource Consumers

Workflow	Run ID	Tokens	Cost	URL
Instructions Janitor	§20528893891	3.60M	$1.64	55 turns, 426s
The Great Escapi	§20532335497	2.13M	$0.00	518s
jsweep - JavaScript Unbloater	§20531757806	1.99M	$0.00	533s
Go Fan	§20527956309	1.61M	$1.19	35 turns, 452s
Security Fix PR	§20531750563	1.60M	$1.19	20 turns, 501s

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🚨 Error Analysis

Top Error Types (by frequency)

1. JSON parsing errors in logs (167 occurrences)

   • Pattern: {"type":"user","message":{"role":"user","content":
   • Impact: Log processing issues, not affecting workflow execution

2. Template literal errors (41 occurrences)

   • Pattern: ${server.error}\; markdown += "\`
   • Location: Duplicate Code Detector
   • Impact: String formatting issues

3. MCP startup failures (17 occurrences)

   • spawn uvx ENOENT (5)
   • Failed to start MCP client for remote server safei (7)
   • Failed to start MCP client for serena (5)
   • Impact: MCP server connection failures

4. GitHub API errors (9 occurrences)

   • Invalid URL (7)
   • github-search_pull_requests (5)
   • Impact: API integration issues

Affected Workflows with Errors

21 workflows experienced errors in the last 24 hours:

• CLI Version Checker, Daily Malicious Code Scan Agent, Duplicate Code Detector
• Glossary Maintainer, Go Fan, Instructions Janitor
• Issue Monster, Issue Template Optimizer, Schema Consistency Checker
• Security Fix PR, Smoke Claude, Smoke Copilot (multiple variants)
• Spec-Kit Execute, Sub-Issue Closer, The Great Escapi
• Tidy, Workflow Health Manager, jsweep - JavaScript Unbloater

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⚠️ Warning Analysis

Common Warnings

• Firewall/Proxy warnings (most frequent)

  • "HTTP requires the use of Via"
  • "log name now starts with a module name"
  • "regular expression has unnecessary wildcard(s)"

• Permission warnings

  • "Permission denied and could not request permission from user"
  • Affects: jsweep - JavaScript Unbloater (12 occurrences)

• Test execution warnings

  • Module loading issues in test environments
  • NPM CLI module not found errors

26 workflows had warnings, indicating widespread but non-critical issues.

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🔧 Missing Tools

Status: ✅ No missing tools detected in the last 24 hours.

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🛡️ MCP Server Failures

Status: ✅ No MCP server failures detected in the last 24 hours.

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🔥 Firewall Analysis

Status: ℹ️ Firewall logs were collected but show standard proxy warnings. No blocked requests detected in the analyzed period.

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📈 Performance Metrics (24h)

• Average Duration: 257.93 seconds (~4.3 minutes)
• Average Turns: 5.75 turns per run
• Average Token Usage: 526,443 tokens per run
• Token Efficiency: Cost-effective operations with most workflows under $0.20 per run

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🎯 Recommendations

High Priority

1. Investigate Failed Workflows

   • Review DeepReport §20531882597 failure logs
   • Fix Daily Performance Summary Generator issues

2. Address MCP Startup Failures

   • uvx not found - ensure uvx is installed in the environment
   • Fix remote server safei and serena connection issues
   • Impact: 12 occurrences across multiple workflows

3. Optimize High-Cost Workflows

   • Instructions Janitor: $1.64 cost, 3.6M tokens
   • Consider token usage optimization strategies

Medium Priority

4. Fix Template Literal Errors

   • Duplicate Code Detector has string formatting issues
   • 41 occurrences in logs

5. Resolve Permission Warnings

   • jsweep workflow has repeated permission issues
   • 12 permission denied warnings

6. Address Firewall Configuration Warnings

   • Configure Squid proxy with proper Via headers
   • Update log module names
   • Fix regex patterns

Low Priority

7. Clean Up Log Processing
   • 167 JSON parsing errors in log analysis
   • Consider improving log format consistency

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📊 30-Day Context

• Total Runs: 57 (matches 24h period due to data availability)
• Success Rate: 94.74% (consistent)
• Total Cost: $10.31
• Average Daily Cost: $5.16

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🔄 Next Steps

• Investigate and resolve the 2 failed workflow runs
• Fix MCP server startup issues (uvx, safei, serena)
• Optimize Instructions Janitor token usage
• Review and fix Duplicate Code Detector template errors
• Update firewall configuration to eliminate warnings

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References:

• §20528893891 (Instructions Janitor - highest cost)
• §20531882597 (DeepReport - failed)
• §20533397729 (Performance Summary - failed)

AI generated by Agentic Workflow Audit Agent