Programmer Seeks Open-Source Coding Agent Tools to Learn Internal Implementation
English summary
A v2ex user listed multiple closed-source coding agent products (Tencent's Qclaw Workbuddy, ByteDance's Trae Work and 扣子编程, OpenAI's Codex, Anthropic's Claude) and asked whether open-source alternatives exist. They want to study how such agents internally call MCP skills and encapsulate Python and Node.js environments. The post is a request for learning resources and discussion.
Chinese summary
一位v2ex用户列举了Qclaw Workbuddy（腾讯）、Trae Work与扣子编程（字节跳动）、Codex（OpenAI）、Claude（Anthropic）等多款闭源编程Agent产品，询问是否有开源替代方案可供学习。用户特别想了解这些Agent内部如何调用MCP技能以及如何封装Python和Node.js环境。该帖系求助与讨论。
Key points
User lists commercial coding agents: Qclaw Workbuddy (Tencent), Trae Work and 扣子编程 (ByteDance), Codex (OpenAI), Claude (Anthropic)
用户列举了商业编程Agent：Qclaw Workbuddy（腾讯）、Trae Work与扣子编程（字节跳动）、Codex（OpenAI）、Claude（Anthropic）
User asks for open-source alternatives to study internal mechanisms
用户询问是否有开源替代品用于学习内部机制
Specific interests: MCP skill invocation and Python/Node.js environment encapsulation
特别关注MCP技能调用与Python/Node.js环境封装实现