agtrace

🥈Silver

agtrace provides visibility into AI agent actions, helping operations teams monitor and debug agent behavior. It connects to Claude agents and integrates with existing workflows to track agent activities, improving reliability and performance.

2320Updated 1w ago

Intermediate30min to implementautomation

Saves ~45 min per use

Quick InstallView Source

git clone https://github.com/lanegrid/agtrace.git

Works with:

Claude

Overview

About This Skill

Setup & Installation

Quick Install

No install command available. Check the GitHub repository for manual installation instructions.

Alternative Install (Git Clone)

git clone https://github.com/lanegrid/agtrace

Requirements

Claude Code or compatible AI agent
Works with: Claude

Quick Start Guide

Install the Skill

Copy the install command above and run it in your terminal.

Open Your AI Agent

Launch Claude Code, Cursor, or your preferred AI coding agent.

Try It Out

Use the prompt template or examples below to test the skill.

Customize

Adapt the skill to your specific use case and workflow.

Usage Examples

Prompt Template

Set up agtrace to monitor the activities of [AGENT_NAME] in [WORKFLOW_NAME]. Track key metrics such as [METRIC_1], [METRIC_2], and [METRIC_3]. Generate a report summarizing the agent's performance over the last [TIME_PERIOD]. Highlight any anomalies or areas for improvement.

Example Output

AgTrace Monitoring Report for Agent: 'Order Processing Agent' in Workflow: 'E-commerce Order Fulfillment'

**Performance Summary (Last 30 Days)**
- Total Orders Processed: 1,245
- Average Processing Time: 4.2 minutes
- Error Rate: 3.1%

**Key Metrics Tracked**
1. Processing Time: The average processing time has increased by 15% compared to the previous month. This could be due to higher order complexity or system latency.
2. Error Rate: The error rate has decreased by 2% since the last report. This improvement is likely due to the recent updates in the agent's error-handling logic.
3. System Latency: The average system latency has been stable at 0.8 seconds, which is within acceptable limits.

**Anomalies Detected**
- On [DATE], the agent experienced a spike in processing time, reaching an average of 7.5 minutes. This was caused by a temporary system outage that has since been resolved.
- The agent encountered an unusual number of 'Invalid Shipping Address' errors on [DATE]. This issue has been addressed by updating the address validation rules.

**Recommendations**
1. Investigate the root cause of the increased processing time and implement optimizations as needed.
2. Continue monitoring the error rate to ensure the recent improvements are sustained.
3. Schedule regular system performance reviews to proactively address potential latency issues.