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 hexagonal-architecture或使用 clawhub CLI(需提前安装)
clawhub --dir ~/.claude/skills install hexagonal-architecture⚠️ 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/hexagonal-architecture/💡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
In the evolving landscape of AI agents, the **hexagonal-architecture** skill stands out as an essential tool for developers and businesses seeking to evaluate the performance of various coding agents. By enabling a head-to-head comparison of prominent coding solutions like **Claude Code**, **Aider**, and **Codex**, this skill allows you to assess each agent against custom tasks based on pass rate, cost, time efficiency, and consistency metrics. Whether you’re a seasoned developer or just starting out in the realm of automation, you can leverage the hexagonal architecture to make informed decisions about which coding agent fits your project requirements best.
You no longer need to sift through mountains of data or rely on subjective reviews; this skill provides a clear, quantifiable analysis that helps you choose the right AI solution. By understanding how each coding agent performs in specific scenarios, you can streamline your development process and optimize resource allocation.
## Key Capabilities
- **Side-by-side Comparisons**: Instantly compare multiple coding agents on identical custom tasks to evaluate their strengths and weaknesses.
- **Performance Metrics**: Access detailed metrics, including pass rate, execution time, and cost projections, providing a comprehensive view of each agent's performance.
- **Consistency Analysis**: Evaluate how consistently each coding agent delivers results, ensuring reliability in your development processes.
- **User-Friendly Interface**: Navigate a straightforward dashboard that allows you to input tasks easily and receive instant comparisons.
- **Custom Task Inputs**: Tailor your comparison tasks to reflect the specific needs of your projects, ensuring relevance and applicability to your development objectives.
## Use Cases
1. **Optimizing Code Reviews**: You can use the hexagonal-architecture skill to compare coding agents when conducting code reviews. By analyzing their pass rates and time taken to review, you’ll identify the most efficient agent for ensuring code quality.
2. **Cost Assessment for Projects**: If you’re managing a budget for a software development project, this skill enables you to compare the costs associated with using different coding agents. For instance, you can evaluate both **Claude Code** and **Codex** to find the most cost-effective solution for automating tasks.
3. **Evaluating Consistency for Long-term Projects**: When embarking on complex, long-term projects, it’s crucial to choose a coding agent whose results are dependable over time. By using the hexagonal-architecture skill, you can track the consistency of results from agents like **Aider** compared to others, ensuring that your project stays on track without unexpected hurdles.
4. **Integration into CI/CD Pipelines**: In software development lifecycle models like CI/CD, consistency and reliability are key. You can evaluate different coding agents' integration capabilities and effectiveness, ensuring the best fit for seamless deployment.
## Example Prompts
1. "Compare the performance of Claude Code and Codex on a task requiring basic algorithm implementations, focusing on pass rate and execution time."
2. "What are the cost implications for using Aider versus Claude Code for a one-month software development project?"
3. "Assess the consistency of results from Codex and Aider when tasked with generating test cases for a mobile application."
Utilize the hexagonal-architecture skill to gain insightful comparisons and drive your automation efforts forward with precision. Make informed decisions and elevate your project outcomes today!安装 hexagonal-architecture 后,可以对 AI 说这些话来触发它
Help me get started with hexagonal-architecture
Explains what hexagonal-architecture does, walks through the setup, and runs a quick demo based on your current project
Use hexagonal-architecture to head-to-head comparison of coding agents (Claude Code, Aider, Codex...
Invokes hexagonal-architecture with the right parameters and returns the result directly in the conversation
What can I do with hexagonal-architecture in my ai agent workflow?
Lists the top use cases for hexagonal-architecture, with example commands for each scenario
将技能文件夹放到 ~/.claude/skills/hexagonal-architecture/ 目录(个人级,所有项目可用),或 .claude/skills/hexagonal-architecture/(项目级)。重启 AI 客户端后,用 /hexagonal-architecture 主动调用,或让 AI 根据上下文自动发现并使用。
hexagonal-architecture 支持 Claude,可与这些 AI 平台无缝集成,扩展其能力。
hexagonal-architecture 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 hexagonal-architecture
Identifies repetitive steps in your workflow and sets up hexagonal-architecture to handle them automatically