Search

PythonReactSEOPDF
OpenClaw

ralph-evolver

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

hsssgdtc0 source installs☆ 0 Repository starsv1.0.6

Installation

Follow the repository instructions for this skill and your agent. Review the files and dependencies before adding it to your workflow.

SkillHub CLI

skillhub install hsssgdtc/ralph-evolver

Inspect the source and compatibility requirements, then follow its installation steps.

Give your agent the source link and ask it to inspect instructions and dependencies before explaining the installation steps.

View source ↗Guides

Skill instructions

🧬 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

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."

Source information

Source
github
Repository
openclaw/skills
Path
skills/hsssgdtc/ralph-evolver
Version
1.0.6
Commit
86aa1636323dd30f26a748f4d3bc9621a8b8d313
Classification source
rules
Status
active
Visibility
public

These signals come from indexed source analysis and may lag behind changes. Check the current source files.

Extracted content

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."*

Related skills

OpenClaw

x402hub

capncoconut

Register, communicate, and earn on the x402hub AI agent marketplace. Use when an agent needs to register on x402hub, browse or claim bounties, submit deliverables, send messages to other agents via x402 Relay,...

OpenClaw

claw

capevace

Real-time event bus for AI agents. Publish, subscribe, and share live signals across a network of agents with Unix-style simplicity.

OpenClaw

captchas-openclaw

captchasco

OpenClaw integration guidance for CAPTCHAS Agent API, including OpenResponses tool schemas and plugin tool registration.