Overview
What It Does
Agent Evolution packages a focused productivity workflow for an AI agent. Agent 行为固化与进化系统。追踪规则执行、检测行为模式、维护身份连续性。用于:让 agent 的行为规则从"写下来"变成"做到了"。当 agent 需要自我改进、行为追踪、角色一致性、重复检测时激活。与 Memelord/memory-tools 互补:它们管记忆,本 skill 管行为。 It is best suited to users who can review the resulting actions and provide only the accounts, files, or command access needed for the task. It is not a substitute for human approval on destructive, financial, security-sensitive, or public-facing actions.
Task ideas
Popular Use Cases
- Organize notes, tasks, and project context
- Turn unstructured input into an action plan
- Keep recurring work consistent
- Retrieve information from a personal workspace
Installation
Install this Agent Skill
OpenClaw
clawhub install @linglin6/agent-evolutionCommands derived from the public ClawHub API record. Checked 2026-09-02. Review the source before running them.
Before you start
Requirements
| OpenClaw or ClawHub | Required / review |
| Review the source instructions before installation | Required / review |
| Paid service | Check source |
| Supported system | Check source |
Popularity context
Why It’s Popular
Agent Evolution addresses a recognizable productivity workflow and is included from current public ClawHub adoption.
Alternatives