agent-performance

Track agent invocation metrics and generate performance reports.

1|Updated Nov 11, 2025

Search Tags:#optimization #metrics #reporting #workflow analysis #usage tracking #agent performance

Ready to run

npx skills add https://github.com/rysweet/RustyClawd --skill agent-performance

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: agent-performance
Source: https://github.com/rysweet/RustyClawd/tree/main/.claude/skills/agent-performance
Command: npx skills add https://github.com/rysweet/RustyClawd --skill agent-performance

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill provides crucial visibility into how agents are being used, their success rates, and identifies underutilized agents, helping to optimize workflows and improve overall agent delegation.

Core Features & Use Cases

Usage Tracking: Monitors agent invocations and success rates.
Performance Reporting: Generates reports detailing agent usage, success metrics, and identifies underutilized agents.
Optimization Insights: Provides recommendations for better agent delegation based on performance data.
Use Case: A project manager can use this Skill to understand which agents are frequently used for coding tasks versus documentation, and identify if a specialized agent for database schema design is being overlooked.

Quick Start

Generate a report of agent performance metrics for the last 30 days.

Frequently Asked Questions about agent-performance

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How do I track AI agent usage and performance metrics?▼

You can track agent usage and performance by monitoring agent invocation metrics, including usage counts, success/failure rates, and completion times. This requires integration with a workflow tracker and file-based storage for logs.

What is agent performance reporting in automated workflows?▼

Agent performance reporting analyzes agent utilization patterns to identify underused agents and optimize delegation strategies within AI-driven workflows. It generates detailed reports on usage counts and success metrics.

How do I identify underutilized AI agents in my workflow?▼

To identify underutilized AI agents, analyze agent utilization patterns using performance reporting. This process highlights agents that are frequently overlooked for tasks like coding or documentation, enabling better delegation strategies.

Do I need a workflow tracker to analyze agent invocation metrics?▼

Yes, you need a workflow tracker to analyze agent invocation metrics. The skill also requires file-based storage to save logs and aggregated metrics for generating performance reports and optimization insights.

Can I generate a 30-day agent performance report for usage tracking?▼

Yes, you can generate an agent performance report for the last 30 days to monitor usage tracking. This report details agent usage, success metrics, and identifies underutilized agents to optimize your delegation strategies.