A Cursor skill that enables any skill to gain self-evolution capabilities. Based on self-improving-agent, it equips skills with: logging, learning from user feedback, promotion of experience to rules, and a Review→Apply→Report loop—all tailored to the target skill's domain.

中文

Features

Domain analysis: Deep analysis of target skill's capabilities, scenarios, and evolution directions
Generate .learnings/: Domain-specific LEARNINGS.md, ERRORS.md, FEATURE_REQUESTS.md
Generate EVOLUTION.md: Triggers, Review-Apply-Report workflow, OpenClaw feedback rules
Multi-skill scaling: Support multiple skills, each with its own evolution logic

When to Use

User says: "Add self-evolution to skill X"
Scaling self-improvement across many skills (each with its own evolution direction)
Target skill is non-coding (e.g., content rewriting, system optimization) and needs domain-specific triggers

Quick Start

Enable this skill in Cursor
Provide the target skill's path (e.g., skills/xxx, ~/.cursor/skills/xxx)
Follow the flow: Read target skill → Domain analysis → Generate .learnings/ and EVOLUTION.md

Structure

skill-self-evolution-enhancer/
├── SKILL.md              # Main skill doc
├── assets/               # Templates
│   ├── DOMAIN-CONFIG-TEMPLATE.md
│   ├── EVOLUTION-RULES-TEMPLATE.md
│   ├── LEARNINGS-TEMPLATE.md
│   ├── ERRORS-TEMPLATE.md
│   └── FEATURE_REQUESTS-TEMPLATE.md
├── references/           # Examples
│   ├── domain-examples.md
│   └── openclaw-feedback.md
└── scripts/
    └── generate-evolution.sh   # Optional scaffold generator

References

SKILL.md — Full workflow and documentation
references/domain-examples.md — Domain examples (e.g., content rewriting, system optimization)

Source

Based on: self-improving-agent 3.0.1
Purpose: Enable any skill to gain self-evolution capabilities similar to self-improving-agent