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Cli2skill — Development skill for Claude Code

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🔧 Turn any CLI or MCP server into an Agent Skill — zero process overhead, 98% fewer tokens.

How to install Cli2skill

This entry records only its repository, not the path inside it, so there is no exact command to give. Open 2233admin/cli2skill and copy the folder into ~/.claude/skills/, or the file into ~/.claude/agents/.

What Cli2skill does

🔧 Turn any CLI or MCP server into an Agent Skill — zero process overhead, 98% fewer tokens. Kill MCP zombie processes. Works with Claude Code, Codex, Gemini CLI & 26+ platforms.

Alternatives in Development

README

cli2skill banner

🔧 Turn any MCP into an Agent Skill — zero MCP overhead
把任意 MCP 变成 Agent Skill —— 告别 MCP 进程泄漏

Quick Start · Why Not MCP · Examples · Full Story (血案全文)

PyPI zero dependencies 26+ platforms python 3.10+ stars license


The Problem · 问题

**EN:** 15 MCP servers accumulated **400+ zombie processes** on a 32GB Windows machine, exhausting virtual memory commit charge (`0xC000012D`). Every `fork()` failed. The system was completely dead.

**CN:** 15 个 MCP server 在 32GB Windows 机器上积累了 **400+ 僵尸进程**,耗尽虚拟内存 commit charge(`0xC000012D`),所有 `fork()` 失败,系统彻底死机。

Each MCP server spawns a **3-layer process tree** that never exits:

每个 MCP server 产生一个**三层进程树**,session 结束后不回收:

cmd.exe          ← shell wrapper / 壳
  └── uv.exe       ← Python launcher / 启动器
       └── python.exe  ← MCP server / 服务进程

**× 15 servers = 45+ persistent processes → system dead in 5-10 sessions**

*"Software as a tool 结论是别用 MCP... 这玩意是拿去忽悠子刊审稿人用的"* *—— 某大厂 RL 团队工程师的非公开评论*

Bug report: [anthropics/claude-code#38228](https://github.com/anthropics/claude-code/issues/38228)


The Solution · 解决方案

**Don't run a server