OpenClaw

ralph-evolver

Recursive self-improvement engine. Think from first principles, let insights emerge.

hsssgdtc0 来源安装数☆ 0 仓库 Starsv1.0.6

查看来源 ↗安装与使用 SKILL.md ↗

安装与使用

请根据来源仓库和你的 AI 工具说明安装此技能。先阅读技能文件和依赖要求，再添加到工作流。

SkillHub CLI

skillhub install hsssgdtc/ralph-evolver

打开来源仓库，查看说明和兼容环境后，按来源提供的命令或步骤安装。

将来源链接提供给你的 Agent，让它先读取说明、核对依赖，并向你说明将执行的安装步骤。

查看来源 ↗使用指南

技能说明

🧬 Ralph-Evolver

Philosophy: Recursion + Emergence + First Principles

Signal Sources

Collects multi-dimensional context, not just code structure:

Commit history - Understand the "why" behind changes
TODO/FIXME - Distress signals in the code
Error handling patterns - Find fragile points
Hotspot files - Frequent changes = design problems

Each signal includes a hypothesis prompt to guide deeper analysis.

First Principles

Each run doesn't execute a checklist, but asks:

What is the essence of this project?
What is it doing that it shouldn't?
What is it missing that it should have?
If you started from scratch, how would you build it?

Meta-Reflection (v1.0.5)

When analyzing itself, evolver asks:

Is this a surface fix or evolution-level improvement?
What pattern exists in improvement history?
Will this change make evolver better at finding problems?

Improvement Tracking

Records description, insight, level (surface/evolution), and health metrics
Pattern analysis: counts surface/evolution ratio, finds recurring themes
Compares before/after effect trends (improved/degraded/unchanged)

Usage

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

Recursion

The improver can improve itself. This is true recursion.

"Form hypotheses, then verify. Think from first principles."

来源信息

Source: github
Repository: openclaw/skills
Path: skills/hsssgdtc/ralph-evolver
Version: 1.0.6
Commit: 86aa1636323dd30f26a748f4d3bc9621a8b8d313
分类来源: rules
状态: active
可见性: public

这些信息来自收录时的来源分析，可能滞后；使用前请核对最新来源文件。

来源内容

SKILL.md

# 🧬 Ralph-Evolver

**Philosophy: Recursion + Emergence + First Principles**

## Signal Sources

Collects multi-dimensional context, not just code structure:
- **Commit history** - Understand the "why" behind changes
- **TODO/FIXME** - Distress signals in the code
- **Error handling patterns** - Find fragile points
- **Hotspot files** - Frequent changes = design problems

Each signal includes a **hypothesis prompt** to guide deeper analysis.

## First Principles

Each run doesn't execute a checklist, but asks:
1. What is the **essence** of this project?
2. What is it doing that it **shouldn't**?
3. What is it **missing** that it should have?
4. If you **started from scratch**, how would you build it?

## Meta-Reflection (v1.0.5)

When analyzing itself, evolver asks:
- Is this a **surface fix** or **evolution-level** improvement?
- What **pattern** exists in improvement history?
- Will this change make evolver **better at finding problems**?

## Improvement Tracking

- Records description, insight, **level** (surface/evolution), and health metrics
- **Pattern analysis**: counts surface/evolution ratio, finds recurring themes
- Compares before/after effect trends (improved/degraded/unchanged)

## Usage

```bash
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
```

## Recursion

The improver can improve itself. This is true recursion.

---

*"Form hypotheses, then verify. Think from first principles."*

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