🔍 Agentic Workflow Audit Report - 2026-01-28

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Audit Summary

• Period: Last 24 hours (2026-01-27 to 2026-01-28)
• Runs Analyzed: 8
• Workflows Active: 8
• Success Rate: 87.5% (7 successful, 1 failed)
• Total Token Usage: 23,679,363 tokens (~23.7M)
• Average Token Usage: 2,959,920 tokens per run
• Issues Found: 1 (workflow failure)

🎉 Key Highlights

✅ No missing tools reported - All required tools are available
✅ No errors detected - Clean execution across successful runs
✅ No MCP server failures - All MCP servers functioning normally
✅ High success rate - 87.5% successful completion
✅ Stable performance - Consistent execution patterns

Workflow Activity Breakdown

Workflow Name	Runs	Success	Failure	Tokens	Status
Daily Project Performance Summary Generator	1	1	0	16,009,252	✅ Healthy
Smoke Codex	1	1	0	3,468,273	✅ Healthy
Changeset Generator	1	1	0	2,792,271	✅ Healthy
Daily Malicious Code Scan Agent	1	1	0	1,004,079	✅ Healthy
Smoke Copilot	1	1	0	288,752	✅ Healthy
Issue Monster	1	1	0	116,736	✅ Healthy
Step Name Alignment	1	1	0	0	✅ Healthy
Workflow Health Manager - Meta-Orchestrator	1	0	1	0	⚠️ Failed

⚠️ Issues Requiring Attention

Workflow Failure

Workflow: Workflow Health Manager - Meta-Orchestrator
Status: Failed
Token Usage: 0 (suggests early failure)
Impact: Low (single occurrence, likely initialization issue)

Recommendation: Monitor next run to determine if issue is persistent. The zero token usage suggests the workflow failed before agent execution began, indicating a possible configuration or trigger issue.

Performance Metrics

Token Usage Distribution:

• Highest consumer: Daily Project Performance Summary Generator (16.0M tokens, 67.6% of total)
• Average per workflow: ~3.0M tokens
• Token efficiency: Good (no excessive usage patterns detected)

Cost Analysis:

• Estimated cost: $0.00 (Note: Cost calculation may need review)
• No cost anomalies detected

📊 Trend Analysis

Workflow Health Trends (Last 30 Days)

Analysis: The chart shows workflow activity for the current 24-hour period. With 7 successful runs and 1 failure, the system maintains an 87.5% success rate. This represents strong operational health with only minor issues requiring attention.

Token Usage & Cost Trends (Last 30 Days)

Analysis: Token usage shows expected levels for the analyzed workflows. The Daily Project Performance Summary Generator is the primary consumer at 16M tokens, which aligns with its comprehensive analysis scope. The 7-day moving average provides a baseline for comparison with future runs.

🔄 Historical Context

Comparing with previous audit periods (October 2025):

Metric	Current (Jan 28)	Previous Avg	Trend
Runs per 24h	8	14-18	📉 Decreased activity
Success Rate	87.5%	92-100%	📉 Slight decrease
Missing Tools	0	0-40 (false positives)	✅ Improved
Cost per 24h	$0.00	$2-4	⚠️ Needs verification

Key Observations:

• Activity has decreased compared to October 2025 peak (14-18 runs/day)
• Success rate remains strong despite slight decrease
• No false positive missing tool reports (improvement over October)
• Cost calculation appears to need review (showing $0 vs historical $2-4 range)

Missing Tools & Data

Status: ✅ None detected

No missing tool requests or missing data reports were found in the analyzed workflows. This is a significant improvement over October 2025 when false positives were common.

MCP Server Status

Status: ✅ All functioning normally

All MCP servers operated without errors during the audit period:

• No connection failures
• No timeout issues
• No authentication problems

Firewall Analysis

Status: ℹ️ No data collected

Firewall logging appears to be disabled or not configured for the analyzed workflows. No allowed or denied domain requests were recorded.

Recommendations

1. Investigate Meta-Orchestrator Failure

   • Priority: Medium
   • Action: Review workflow configuration and execution logs for the failed Workflow Health Manager - Meta-Orchestrator run
   • Timeline: Next occurrence

2. Review Cost Calculation

   • Priority: Medium
   • Action: Verify that cost estimation is properly configured, as all runs show $0 cost despite significant token usage
   • Timeline: Before next audit

3. Monitor Activity Levels

   • Priority: Low
   • Action: Track if decreased activity (8 runs vs historical 14-18) represents normal variation or indicates an issue
   • Timeline: Ongoing

4. Enable Firewall Logging (Optional)

   • Priority: Low
   • Action: Consider enabling firewall analysis for security auditing if not intentionally disabled
   • Timeline: As needed

Next Steps

• ✅ Audit completed successfully
• ✅ Trend charts generated and documented
• ✅ Historical comparison performed
• 📝 Monitor Workflow Health Manager - Meta-Orchestrator on next run
• 📝 Verify cost calculation configuration

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Audit conducted by: Agentic Workflow Audit Agent
Data source: 8 workflow runs from /tmp/gh-aw/aw-mcp/logs
Analysis date: 2026-01-28
Historical baseline: October 2025 audits

Overall Assessment: 🟢 HEALTHY - System operating within normal parameters with minor issues requiring routine attention.

AI generated by Agentic Workflow Audit Agent

• expires on Feb 4, 2026, 4:10 AM UTC

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This discussion was automatically closed because it expired on 2026-02-04T04:10:15.196Z.