🔍 Agentic Workflow Audit Report - 2026-01-30

[github-actions[bot]]

Audit Summary

Excellent performance - All 9 workflows executed successfully in the last 24 hours with 100% success rate, a significant improvement from the previous audit (50% success rate on 2026-01-13).

• Period: Last 24 hours (2026-01-29 to 2026-01-30)
• Runs Analyzed: 9 workflows across 7 different workflow types
• Success Rate: 100% ✅ (+50% from previous audit)
• Issues Found: 0 critical issues
• Total Token Usage: 8.78M tokens (-44% from previous 15.8M)
• Workflows Active: 7 distinct workflow types

📊 Trend Analysis

Workflow Health Trends (Last 30 Days)

Analysis: Success rate improved dramatically to 100%, indicating excellent system stability. All workflow runs completed successfully without errors or failures.

Token Usage & Cost Trends (Last 30 Days)

Analysis: Token usage decreased by 44% compared to previous audit (8.78M vs 15.8M tokens). Average token usage per run is 976K tokens with efficient resource utilization.

Workflow Breakdown

Workflow Name	Runs	Success	Failure	Success Rate
Security Guard Agent 🛡️	3	3	0	100%
Daily Malicious Code Scan Agent	1	1	0	100%
Agent Container Smoke Test	1	1	0	100%
Smoke Claude	1	1	0	100%
Changeset Generator	1	1	0	100%
Smoke Codex	1	1	0	100%
Smoke Copilot	1	1	0	100%

Performance Metrics

• Total Token Usage: 8,782,972 tokens (8.78M)
• Average Tokens per Run: 975,886 tokens
• Average Turns per Run: 1.33 turns
• Total Cost: $0.00 USD (estimated)
• Highest Token Usage: Daily Malicious Code Scan Agent (916,651 tokens)

Firewall Analysis

The firewall successfully monitored and controlled network access across all 9 workflow runs:

• Total Network Requests: 174
• Allowed Requests: 174 (100%)
• Denied Requests: 0 (0%)

Top Allowed Domains

Domain	Requests	Purpose
host.docker.internal	90	Internal MCP server communication
github.com	34	GitHub API access
api.enterprise.githubcopilot.com	26	GitHub Copilot Enterprise API
api.anthropic.com	10	Claude API access
api.github.com	6	GitHub REST API
api.githubcopilot.com	6	GitHub Copilot API
proxy.golang.org	2	Go module proxy

Finding: All network requests were legitimate and properly allowed. No suspicious or blocked domains detected.

Missing Tools & Errors

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

Historical Missing Tools Patterns

From historical data, the following tools have been requested in the past:

Tool/Capability	Historical Count	Affected Workflows	Status
make, go, build tools	5	Tidy	Not needed in current runs
playwright MCP server	1	Smoke Copilot Playwright	Not triggered
safeinputs-gh	3	Various smoke tests	Not triggered
directory_creation	1	Spec-Kit Execute	Not triggered
pull request context	1	Smoke Codex	Not triggered

Note: None of these tools were requested in the current audit period, indicating stable workflow execution.

Historical Error Patterns

From historical monitoring (last updated 2025-12-26):

1. Copilot Permission Denied (Medium Severity)

   • Frequency: 90 occurrences
   • Message: "Permission denied and could not request permission from user"
   • Affected: 10+ workflows including AI Moderator, Daily Malicious Code Scan, Issue Monster
   • Current Status: Not observed in this audit period ✅

2. MCP Invalid URL (High Severity)

   • Frequency: 36 occurrences
   • Message: "Invalid URL / Failed to start MCP client"
   • Affected: Smoke Copilot variants
   • Current Status: Not observed in this audit period ✅

Comparison with Previous Audit (2026-01-13)

Metric	Previous (2026-01-13)	Current (2026-01-30)	Change
Success Rate	50%	100%	+50% ✅
Total Runs	10	9	-1
Total Tokens	15.8M	8.78M	-44% ✅
Estimated Cost	$0.42	$0.00	-$0.42
Errors	5	0	-5 ✅
Failures	5	0	-5 ✅

Key Improvements:

• ✅ Success rate doubled from 50% to 100%
• ✅ All MCP server failures resolved (previous: 6 servers failed in Smoke Claude)
• ✅ Token usage reduced by 44% while maintaining functionality
• ✅ Zero errors compared to 5 errors in previous audit

Recommendations

1. Maintain Current Configuration - All workflows are operating at peak performance with 100% success rate. No immediate changes needed.

2. Monitor Token Usage Trends - Continue tracking token usage to identify any upward trends. Current 8.78M tokens/day is efficient and sustainable.

3. Document Success Factors - The improvements from 50% to 100% success rate suggest recent infrastructure or configuration improvements. Document these changes for future reference.

4. Proactive Monitoring - While no issues were detected, continue daily audits to catch any regression early.

5. Firewall Configuration - Current firewall settings are optimal, allowing all necessary domains while maintaining security. No changes needed.

System Health: Excellent ✅

All systems operating normally with zero issues detected. The dramatic improvement from the previous audit (50% success rate → 100%) indicates strong system stability and reliability.

Next Steps

• ✅ Continue daily monitoring
• ✅ Track token usage trends
• ✅ Monitor for any regressions in success rate
• ✅ Keep firewall logs for security analysis

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Audit Date: 2026-01-30
Period: Last 24 hours
Runs Analyzed: 9
Current Workflow Run: §21504223257

AI generated by Agentic Workflow Audit Agent

• expires on Feb 6, 2026, 4:28 AM UTC

[github-actions[bot]]

This discussion was automatically closed because it expired on 2026-02-06T04:28:23.199Z.