🔍 Agentic Workflow Audit Report - January 29, 2026

[github-actions[bot]]

Audit Summary

• Period: Last 24 hours (2026-01-29 03:32:59 to 04:11:55 UTC)
• Runs Analyzed: 10
• Workflows Active: 6
• Success Rate: 70.0% (7 successful, 3 failed/cancelled)
• Issues Found: 4 errors across 2 runs
• Token Usage: 2,957,323 tokens
• Estimated Cost: $26.62

📊 Workflow Health Trend

The chart shows workflow health for January 29, 2026. Of 10 total runs, 7 succeeded (green bars) and 3 failed or were cancelled (red bars), resulting in a 70% success rate (blue line). Most workflows are performing well, but the Security Guard Agent shows reliability concerns.

💰 Token Usage & Cost Trend

Total token usage for the period was approximately 2.96M tokens (purple area), with an estimated cost of $26.62 (green line). The Daily Malicious Code Scan Agent was the highest consumer at 737K tokens, followed by the CI Failure Doctor at 640K tokens.

Workflow Performance

Workflow	Runs	Success	Failed	Success Rate	Tokens
Security Guard Agent 🛡️	5	2	3	40.0% ⚠️	1,340,693
Daily Malicious Code Scan Agent	1	1	0	100.0% ✅	737,678
CI Failure Doctor	1	1	0	100.0% ✅	640,706
Auto-Triage Issues	1	1	0	100.0% ✅	126,058
Issue Monster	1	1	0	100.0% ✅	82,262
Example: Custom Error Patterns	1	1	0	100.0% ✅	29,926

⚠️ Critical Issues

Security Guard Agent Reliability Concerns

The Security Guard Agent 🛡️ workflow shows a concerning 60% failure rate (3 failures out of 5 runs):

1. Run §21465327235 - Failed with 1 error

   • Branch: copilot/debug-malicious-code-scan
   • Duration: 55 seconds
   • Status: failure

2. Run §21464579145 - Cancelled with 3 errors

   • Branch: tu5
   • Duration: 1.7 minutes
   • Status: cancelled
   • Note: Cancelled during Docker container image pull

3. Run §21464602267 - Cancelled

   • Branch: tu5
   • Duration: 4.7 minutes
   • Status: cancelled

Missing Tools & Data

Good news: No missing tools or missing data were reported during this audit period. All requested capabilities were available to the workflows.

MCP Server Performance

No MCP server failures were detected during this period. All MCP servers (GitHub, Safe Outputs) functioned correctly.

🔥 Error Analysis

View Detailed Error Breakdown

Runs with Errors

1. Security Guard Agent 🛡️ - Run [Custom Engine Test] Test Issue Created by Custom Engine #502

   • Run ID: 21465327235
   • Error Count: 1
   • Conclusion: failure
   • Branch: copilot/debug-malicious-code-scan
   • View Run

2. Security Guard Agent 🛡️ - Run [Custom Engine Test] Test Issue Created by Custom Engine #493

   • Run ID: 21464579145
   • Error Count: 3
   • Conclusion: cancelled
   • Branch: tu5
   • Note: Workflow cancelled during Docker container image pull phase
   • View Run

Error Patterns Identified

• Container Image Pull Cancellation: One workflow was cancelled during Docker image download, possibly due to timeout or resource constraints
• Security Guard Failures: The Security Guard Agent shows a pattern of failures that requires investigation

Recommendations

1. Investigate Security Guard Agent Issues - The 60% failure rate is unacceptable and requires immediate attention:

   • Review run §21465327235 logs to identify the specific failure cause
   • Analyze error patterns across the 3 failed runs on branches tu5 and copilot/debug-malicious-code-scan
   • Consider whether the workflow needs additional resources or timeout adjustments

2. Examine Container Image Pull Delays - Run [Custom Engine Test] Test Issue Created by Custom Engine #493 was cancelled during Docker image download:

   • Check if GitHub Actions runner has sufficient network bandwidth
   • Consider pre-caching container images or using lighter base images
   • Review timeout settings for the agent job

3. Monitor Token Costs - Current daily run cost of ~$26.62:

   • Daily Malicious Code Scan Agent uses significant tokens (737K)
   • Consider optimizing prompts or reducing analysis scope where appropriate
   • Current costs are reasonable for the value provided

4. Continue Monitoring - Most workflows (5 of 6) are performing excellently at 100% success rate

Historical Context

This is the first audit report with historical data collection enabled. Future reports will include trend comparisons and pattern analysis over time.

Data Storage

Audit findings have been stored in the repository memory at:

• /memory/audit-workflows/audits/2026-01-29.json
• /memory/audit-workflows/patterns/errors.json
• /memory/audit-workflows/audits/index.json

---

References:

• §21465327235 - Security Guard failure
• §21464579145 - Cancelled during image pull
• §21464620429 - Daily Malicious Code Scan success

AI generated by Agentic Workflow Audit Agent

• expires on Feb 5, 2026, 4:24 AM UTC

[github-actions[bot]]

This discussion was automatically closed because it expired on 2026-02-05T04:24:15.980Z.