dashboard-builder

## Overview
In today’s data-driven landscape, understanding the performance of various coding agents is crucial for businesses and developers alike. The **dashboard-builder** skill provides you with a comprehensive head-to-head comparison of top coding agents, such as Claude Code, Aider, and Codex, tailored to your specific tasks. By analyzing critical metrics like pass rates, costs, time efficiency, and consistency, this skill allows you to make informed decisions when selecting the right AI agent for your unique requirements. Utilizing the dashboard-builder skill on the Claude platform, you gain insightful visualizations and reporting that streamline your project management and resource allocation processes.

## Key Capabilities
- **Comprehensive Comparison**: Evaluate multiple coding agents side-by-side based on custom tasks and metrics.
- **Performance Metrics Analysis**: Access in-depth data on pass rates, cost, time to complete tasks, and consistency scores.
- **Custom Task Setting**: Define and tailor specific coding tasks for precise agent comparisons that fit your needs.
- **User-Friendly Dashboard**: Navigate through an intuitive dashboard interface that simplifies the analysis of complex data.
- **Real-Time Updates**: Get the latest performance data on coding agents to ensure you are always making decisions based on current information.

## Use Cases
1. **Choosing the Right Coding Agent for Your Project**:
   You are tasked with developing a new software product and need an efficient coding agent that fits your budget. By using the dashboard-builder, you can compare Claude Code, Aider, and Codex based on pass rates and costs for specific coding tasks, enabling you to select the most suitable agent.

2. **Optimizing Code Development Processes**:
   As a project manager, your goal is to enhance overall team efficiency. The dashboard-builder skill lets you analyze how quickly different agents complete similar tasks. If you find that one agent consistently performs faster without sacrificing quality, you can implement this agent in future coding sprints, boosting your team's productivity.

3. **Budget Management in Software Development**:
   Your organization is focused on reducing development costs while maintaining quality. By utilizing the dashboard-builder, you can compare the cost metrics of various coding agents for the same coding tasks. This insight allows you to allocate resources smartly, ensuring your team works within budget constraints while maximizing output.

4. **Monitoring Agent Performance Over Time**:
   Continuous performance evaluation is essential in an agile development environment. With the dashboard-builder skill, you can set up a system to regularly analyze and review the performance of coding agents across multiple projects. This ongoing assessment helps you identify trends and make data-centric decisions in hiring or training needs for your development team.

## Example Prompts
1. "Show me a comparison of Claude Code, Aider, and Codex based on pass rates and costs for building a web application."
2. "What coding agent has the best consistency score in executing my custom algorithm tasks?"
3. "Generate a dashboard report that compares Claude Code and Codex on their performance for automating data analysis tasks."

With the **dashboard-builder** skill, you leverage powerful insights that help you optimize your coding processes and efficiently manage your resources on the Claude platform. Start making informed decisions today!