Skill Evolution
by community
Use this page as a decision snapshot for Skill Evolution: trust signal, install momentum, real user feedback, and high-intent related pages you can compare next.
Description
技能进化（知行环，英文 id `skill-evolution`）——Agent 经验沉淀与自改进闭环框架，把 WikiSkill（arXiv:2608.27454）的经验存储机制与 RSI 路线图（arXiv:2609.11873）的能力判据合成为一条可运行闭环：HCI 选域 → 三层记忆沉淀 → 原子化提议 → 四大追问门控 → 可回滚迭代 → 自主权升阶。支持 WorkBuddy / CodeBuddy / Claude Code / Codex 四平台与 Windows / Linux / macOS。当用户报出「技能进化」或别号「知行环」，或要求经验复盘、记录轨迹、能力评估、自改进闭环设计、自主性分级，或引用 RSI / HCI / WikiSkill 相关概念时触发。
Install Skill Evolution
Run this in your OpenClaw agent to add Skill Evolution from the ClawHub registry.
openclaw skills install skill-evolution-2Requires ClawHub registry access. Review the security analysis below before installing.
Security Analysis
Open Source
Code is publicly available for audit.
Community Verified
Reviewed by the ClawHub community.
Community Reviews
Real user ratings only — separate from the editorial assessment and ClawHub signal.
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Frequently asked questions
Is Skill Evolution safe to install?
Skill Evolution has a SkillsReview security score of 50/100. It is open source and community-verified on ClawHub. Check the full Security Analysis on this page before installing.
How much does Skill Evolution cost?
Skill Evolution is free to install for OpenClaw via ClawHub.
What are the best alternatives to Skill Evolution?
You can compare Skill Evolution side by side with similar OpenClaw skills on the SkillsReview comparison page to find the best fit for your workflow.
How do I install Skill Evolution?
Install Skill Evolution from ClawHub at clawhub.ai/skills/skill-evolution-2, or use the install action on this page to copy the command for your OpenClaw agent.
Community Signal
Historical movement
Timeline plus trend snapshots for security, reviews, and reputation tilt.
Trend Charts
30 / 90 / 180 day snapshots for ranking movement and security-score movement.
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