ralph-evolver

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

Safety Notice

This listing is from the official public ClawHub registry. Review SKILL.md and referenced scripts before running.

Copy this and send it to your AI assistant to learn

Install skill "ralph-evolver" with this command: npx skills add hsssgdtc/ralph-evolver

🧬 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 Transparency

This detail page is rendered from real SKILL.md content. Trust labels are metadata-based hints, not a safety guarantee.

Related Skills

Related by shared tags or category signals.

Automation

Capability Evolver

A self-evolution engine for AI agents. Analyzes runtime history to identify improvements and applies protocol-constrained evolution.

Registry SourceRecently Updated
2980Profile unavailable
General

Trinity Evolution Engine

每日自动化能力进化工具。运行后会:1)自检发现能力缺陷,2)自动阅读学习,3)生成新洞察,4)验证能力提升。适合希望持续提升AI能力的用户,,每天运行看到具体进步。

Registry SourceRecently Updated
420Profile unavailable
General

Super Brain

AI自我增强系统 - 让AI跨会话记住用户、持续进化。当需要长期记忆用户偏好、追踪对话历史、学习服务技巧、主动提供个性化服务时使用此技能。

Registry SourceRecently Updated
3530Profile unavailable
General

WhatsApp Business LATAM (Cloud API)

Configuración completa de WhatsApp Business API (oficial Meta) para PyMEs de Argentina y LATAM. Actívate cuando el usuario mencione: WhatsApp Business, WA AP...

Registry SourceRecently Updated
801Profile unavailable