Recursive self-improvement engine. Think from first principles, let insights emerge.
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 ralph-evolver或使用 clawhub CLI(需提前安装)
clawhub --dir ~/.claude/skills install ralph-evolver⚠️ 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/ralph-evolver/💡解压后将文件夹放到上方路径,重启 Agent 即可生效
--- name: ralph-evolver description: Recursive self-improvement engine. Think from first principles, let insights emerge. tags: [meta, recursive, evolution, emergence, first-principles] version: 1.0.6 ---
Philosophy: Recursion + Emergence + First Principles
Collects multi-dimensional context, not just code structure:
Each signal includes a hypothesis prompt to guide deeper analysis.
Each run doesn't execute a checklist, but asks:
When analyzing itself, evolver asks:
node index.js . # Current directory (positional)
node index.js /path/to/app # Specify path
node index.js . --loop 5 # Run 5 cycles
node index.js --task "fix auth" # Specific task
node index.js --reset # Reset iteration state
The improver can improve itself. This is true recursion.
---
"Form hypotheses, then verify. Think from first principles."
安装 Ralph Evolver 后,可以对 AI 说这些话来触发它
Help me get started with Ralph Evolver
Explains what Ralph Evolver does, walks through the setup, and runs a quick demo based on your current project
Use Ralph Evolver to recursive self-improvement engine
Invokes Ralph Evolver with the right parameters and returns the result directly in the conversation
What can I do with Ralph Evolver in my ai agent & automation workflow?
Lists the top use cases for Ralph Evolver, with example commands for each scenario
将技能文件夹放到 ~/.claude/skills/ralph-evolver/ 目录(个人级,所有项目可用),或 .claude/skills/ralph-evolver/(项目级)。重启 AI 客户端后,用 /ralph-evolver 主动调用,或让 AI 根据上下文自动发现并使用。
Ralph Evolver 支持 Claude、Cursor、OpenClaw,可与这些 AI 平台无缝集成,扩展其能力。
Ralph Evolver 可免费安装使用。请查阅仓库了解许可证信息。
Recursive self-improvement engine. Think from first principles, let insights emerge.
Ralph Evolver 属于「AI Agent & Automation」分类,该分类的技能帮助 AI 智能体在此领域执行专业任务。
Automate my ai agent & automation tasks using Ralph Evolver
Identifies repetitive steps in your workflow and sets up Ralph Evolver to handle them automatically