Head-to-head comparison of coding agents (Claude Code, Aider, Codex, etc.) on custom tasks with pass rate, cost, time, and consistency metrics
数据来源:ClawHub。 在 ClawSkills 查看
选择你使用的 Agent
方法一:命令行安装(推荐)
推荐(无需提前安装 clawhub)
npx clawhub@latest --dir ~/.claude/skills install blueprint或使用 clawhub CLI(需提前安装)
clawhub --dir ~/.claude/skills install blueprint⚠️ 需要 Node.js 18+,没有 Node?请使用下方方法二直接下载 ZIP。 安装 Node.js →
方法二:手动下载安装(无需 Node)
下载 ZIP,解压后将文件夹放到以下路径,重启 Agent 即可:
安装路径
~/.claude/skills/blueprint/💡解压后将文件夹放到上方路径,重启 Agent 即可生效
支持平台
## Overview
The **blueprint** skill is designed to empower you in making informed decisions when selecting the ideal coding agent for your specific needs. With a focus on a head-to-head comparison of prominent coding agents—including Claude Code, Aider, Codex, and others—this skill offers detailed insights into their performance across custom tasks. You'll receive essential metrics such as pass rates, cost analysis, time efficiency, and consistency tracking. By leveraging blueprint on platforms like **Claude**, you can streamline your development processes and maximize your coding productivity. This unique capability positions you to select the most efficient AI agent tailored to your project's requirements.
## Key Capabilities
- **Agent Comparisons**: Directly compare multiple coding agents side-by-side, allowing you to evaluate their effectiveness for your specific tasks.
- **Performance Metrics**: Access critical data points, including pass rates, which indicate how often each agent successfully completes tasks.
- **Cost Evaluation**: Understand the financial implications of using different coding agents by analyzing their cost per task performance.
- **Time Analysis**: Review how long each agent takes to complete tasks, helping you to choose the fastest option for urgent projects.
- **Consistency Tracking**: Gain insights into how consistently each coding agent performs over multiple attempts at similar tasks.
- **Custom Task Assessments**: Specify your tasks to receive tailored evaluations that reflect how each agent will perform in your environment.
## Use Cases
1. **Freelance Project**: As a freelance developer, you can utilize blueprint to compare various coding agents for a robotics software project. By analyzing metrics on pass rates and time performance, you can select the agent that delivers the best results without exceeding your budget, ensuring high-quality work for your client.
2. **Startup Development**: If you're part of a startup looking to release a minimum viable product (MVP), blueprint can help you assess which coding agent will not only help you code efficiently but also fit within your tight deadlines. You can evaluate the consistency of each agent to ensure that the code produced meets your quality standards on the first go.
3. **Educational Purposes**: In an educational setting, teachers can use blueprint to demonstrate the differences in performance among coding agents to students. By setting specific programming tasks, students can learn to select the most suitable tools based on real-time data—culminating in a richer understanding of AI capabilities.
4. **Research and Development**: If you are involved in R&D, blueprint can offer you a comparative study of different coding agents while you explore new algorithms or frameworks. This can aid your team in choosing the right coding tool that yields the most consistent results for research outputs.
## Example Prompts
- "Compare Claude Code, Aider, and Codex for implementing a machine learning model, focusing on their pass rates and time efficiency."
- "Analyze the cost and consistency metrics of different coding agents for a web development project I’m working on."
- "What coding agent would be best for automating repetitive backend tasks based on pass rates and task completion times?"安装 blueprint 后,可以对 AI 说这些话来触发它
Help me get started with blueprint
Explains what blueprint does, walks through the setup, and runs a quick demo based on your current project
Use blueprint to head-to-head comparison of coding agents (Claude Code, Aider, Codex...
Invokes blueprint with the right parameters and returns the result directly in the conversation
What can I do with blueprint in my ai agent workflow?
Lists the top use cases for blueprint, with example commands for each scenario
将技能文件夹放到 ~/.claude/skills/blueprint/ 目录(个人级,所有项目可用),或 .claude/skills/blueprint/(项目级)。重启 AI 客户端后,用 /blueprint 主动调用,或让 AI 根据上下文自动发现并使用。
blueprint 支持 Claude,可与这些 AI 平台无缝集成,扩展其能力。
blueprint 可免费安装使用。请查阅仓库了解许可证信息。
Head-to-head comparison of coding agents (Claude Code, Aider, Codex, etc.) on custom tasks with pass rate, cost, time, and consistency metrics
Automate my ai agent tasks using blueprint
Identifies repetitive steps in your workflow and sets up blueprint to handle them automatically