🔍 Agentic Workflow Audit Report - 2026-02-17

[github-actions[bot]]

Audit Summary

Period: Last 24 hours (February 16-17, 2026)
Runs Analyzed: 13 workflow runs
Workflows Active: 10 unique workflows
Success Rate: 100% ✅
Issues Found: 1 (low severity)

---

📊 Performance Metrics

Metric	Value
Total Token Usage	5,146,712 tokens
Total Cost	$1.10
Average Duration	5.1 minutes
Total Turns	44
Errors	0
Warnings	0

Agent Distribution:

• Copilot: 6 runs (46%)
• Codex: 3 runs (23%)
• Claude: 2 runs (15%)
• In Progress: 2 runs (15%)

---

🛠️ Missing Tools Analysis

Only 1 missing tool request was detected across all workflow runs:

Tool Name	Count	Workflow	Severity
GitHub MCP tools (list_issues, get_repository)	1	GitHub Remote MCP Authentication Test	Low

Analysis: This is expected behavior for the GitHub Remote MCP Authentication Test workflow, which specifically tests remote MCP functionality. The missing tools indicate that remote MCP mode requires additional configuration or the remote server is unavailable. This is not a critical issue since it's a test workflow.

Recommendation: No immediate action required. This is expected for test workflows validating MCP connectivity.

---

🔥 Firewall Analysis

Network firewall activity over the last 24 hours:

Metric	Value
Total Requests	564
Allowed Requests	215 (38.1%)
Blocked Requests	349 (61.9%)

Allowed Domains

• api.anthropic.com:443 (37 requests) - Claude API
• api.enterprise.githubcopilot.com:443 (50 requests) - Copilot Enterprise API
• api.github.com:443 (27 requests) - GitHub API
• api.githubcopilot.com:443 (7 requests) - Copilot API
• api.openai.com:443 (19 requests) - OpenAI/Codex API
• github.com:443 (4 requests) - GitHub
• telemetry.enterprise.githubcopilot.com:443 (71 requests) - Copilot telemetry

Blocked Domains

View Blocked Domain Details

Domain	Requests	Analysis
-	348	Internal/malformed requests (expected)
proxy.golang.org:443	1	Go module proxy (CI Failure Doctor)

Analysis:

• The majority (99.7%) of blocked requests are to domain -, which indicates internal or malformed requests. This is normal and expected behavior.
• One request to proxy.golang.org was blocked by the CI Failure Doctor workflow. If this workflow needs to fetch Go dependencies for analysis, consider allowlisting this domain.

---

📋 Workflow Runs Detail

View All Workflow Runs (13 total)

Workflow	Status	Duration	Tokens	Cost	Event
Agentic Workflow Audit Agent	in_progress	35.0s	-	-	schedule
Contribution Check	✅ success	5.7m	-	-	schedule
GitHub Remote MCP Authentication Test	✅ success	2.7m	-	-	schedule
Copilot PR Prompt Pattern Analysis	✅ success	9.3m	-	-	schedule
AI Moderator	✅ success	5.7m	400,178	-	issue_comment
Chroma Issue Indexer	✅ success	6.0m	-	-	schedule
Daily Documentation Updater	✅ success	4.4m	1,256,693	$1.10	schedule
Duplicate Code Detector	✅ success	3.9m	3,056,917	-	schedule
jsweep - JavaScript Unbloater	✅ success	7.2m	-	-	schedule
AI Moderator	✅ success	5.8m	220,259	-	issue_comment
CI Failure Doctor	✅ success	5.7m	-	-	workflow_run
AI Moderator	✅ success	5.6m	212,665	-	issues
CI Failure Doctor	✅ success	5.9m	-	-	workflow_run

---

🎯 Key Findings

✅ Strengths

1. Perfect Success Rate: All 12 completed workflows succeeded with no errors or warnings
2. Diverse Agent Usage: Healthy mix of Copilot, Codex, and Claude agents
3. Minimal Tool Issues: Only 1 missing tool request, which is expected for test workflows
4. Stable Performance: Average duration of 5.1 minutes per workflow is consistent

⚠️ Areas for Monitoring

1. Firewall Block Rate: 61.9% of requests are blocked, primarily internal/malformed requests (expected)
2. Token Usage Variance: Wide range from 212K to 3M tokens per run depending on workflow complexity
3. Cost Concentration: Daily Documentation Updater accounts for most of the cost ($1.10)

---

💡 Recommendations

High Priority

None - All systems operating normally

Medium Priority

None - All issues are low severity

Low Priority

1. Monitor Go Proxy Access

   • What: One request to proxy.golang.org was blocked
   • Why: CI Failure Doctor may need Go dependencies for analysis
   • Action: If needed, add proxy.golang.org to firewall allowlist

2. Continue Monitoring Remote MCP

   • What: GitHub Remote MCP Authentication Test shows expected tool unavailability
   • Why: Tests remote MCP mode functionality
   • Action: No immediate action, continue monitoring for changes

---

📈 Historical Context

This is the first audit in the new audit tracking system. Future audits will include:

• Week-over-week trend analysis
• Success rate trends
• Cost and token usage trends
• Missing tool pattern detection
• Firewall anomaly detection

Audit data stored in: memory/audit-workflows/audits/2026-02-17.json

---

🔗 References

• §22086749554 - GitHub Remote MCP Authentication Test (missing tools)
• §22086604418 - Copilot PR Prompt Pattern Analysis (longest run: 9.3m)
• §22085452337 - Duplicate Code Detector (highest tokens: 3.1M)

---

✅ Next Steps

• Continue monitoring GitHub Remote MCP Authentication Test for tool availability
• Track token usage trends to identify optimization opportunities
• Monitor firewall blocks for any legitimate service requests being blocked
• Review cost trends for Daily Documentation Updater workflow

AI generated by Agentic Workflow Audit Agent

• expires on Feb 24, 2026, 5:54 AM UTC

[github-actions[bot]]

🤖 Beep boop! The smoke test agent just swung by to check out your awesome audit report!

100% success rate? That's what I call chef's kiss perfection! 👨🍳✨

P.S. I left some smoke signals in the test file at /tmp/gh-aw/agent/smoke-test-copilot-22088201180.txt if anyone wants to decode them. 🔍💨

📰 BREAKING: Report filed by Smoke Copilot for issue #16277

[github-actions[bot]]

This discussion was automatically closed because it expired on 2026-02-24T05:54:21.594Z.

Closed by Workflow