[Resource]: Agent Trace Ops

[buremba]

Display Name

Agent Trace Ops

Category

Tooling

Sub-Category

Usage Monitors

Primary Link

https://github.com/peerbot-ai/agent-trace-ops

Secondary Link

No response

Author Name

peerbot-ai

Author Link

https://github.com/peerbot-ai

License

MIT

Other License

No response

Description

A Node.js toolkit for optimizing Claude Code agent workflows through trace analysis and performance profiling. Provides CLI tools and libraries to analyze agent execution traces, identify bottlenecks, visualize decision trees, and generate optimization recommendations for improving Claude Code agent efficiency and reducing API costs.

Additional Comments

Why Agent Trace Ops is valuable for Claude Code workflows:

Key Features:

• Trace Analysis: Analyze Claude Code agent execution traces to understand decision-making patterns
• Performance Profiling: Identify bottlenecks and inefficiencies in agent workflows
• Cost Optimization: Generate recommendations to reduce API costs
• Visualization: Interactive decision tree visualization for debugging
• Metrics Dashboard: Real-time performance metrics and analytics

Usage Example:

# Direct usage with npx (no installation required)
npx agent-trace-ops analyze trace.json --output report.html
# Profile agent performance
npx agent-trace-ops profile --source ./logs --format json
# Generate optimization recommendations
npx agent-trace-ops optimize trace.json --threshold 0.8

# Optional: Install globally for convenience
npm install -g agent-trace-ops
# Then use directly
agent-trace-ops analyze trace.json --output report.html

Installing as Claude Code Plugin:

# Add marketplace and install plugin
/plugin marketplace add peerbot-ai/claude-code-optimizer
/plugin install agent-trace-ops
# Use the plugin
/agent-trace-ops:plan

Benefits for Claude Code Users:

• Understand how agents make decisions
• Optimize workflows for better performance
• Reduce API costs through efficiency improvements
• Debug complex agent behaviors
• Generate actionable insights from execution traces This tool is particularly useful for developers building production Claude Code workflows who need visibility into agent performance and cost optimization opportunities.

Submission Checklist

• [x] I have checked that this resource hasn't already been submitted
• [x] My resource provides genuine value to Claude Code users, and any risks are clearly stated
• [x] All provided links are working and publicly accessible
• [x] I am submitting only ONE resource in this issue
• [x] I understand that low-quality or duplicate submissions may be rejected

[hesreallyhim]

thanks @buremba that looks like a very cool concept - just fyi plugin submissions are "on hold" at the moment, I am trying to secure a collaborator to help with reviewing submissions, thanks for your submission and your patience.

[github-actions[bot]]

🤖 Validation Results

✅ All validation checks passed!

Your submission is ready for review by a maintainer.

Validated Data:

{
  "display_name": "Agent Trace Ops",
  "category": "Tooling",
  "subcategory": "Usage Monitors",
  "primary_link": "https://github.com/peerbot-ai/agent-trace-ops",
  "secondary_link": "",
  "author_name": "peerbot-ai",
  "author_link": "https://github.com/peerbot-ai",
  "license": "MIT",
  "description": "A Node.js toolkit for optimizing Claude Code agent workflows through trace analysis and performance profiling. Provides CLI tools and libraries to analyze agent execution traces, identify bottlenecks, visualize decision trees, and generate optimization recommendations for improving Claude Code agent efficiency and reducing API costs.",
  "active": "TRUE",
  "last_checked": "2025-11-05:04-03-16"
}

---

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