Agent autonomous evolution engine - allows AI agents to continue to become stronger like biological evolution. Core loop: Perceive the gap β Search for solutions β Design experiments β Run experiments β Choose the winner β Solidify β Next round. Usage scenarios: regular autonomous evolution, capability upgrade, workflow optimization, skill/tool ββiteration. Keywords: evolution, evolution, self-improve, A/B...
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Select your agent
Option 1: Install via CLI (recommended)
Recommended (no pre-install needed)
npx clawhub@latest --dir ~/.claude/skills install self-evolve-agentOr via clawhub CLI (if already installed)
clawhub --dir ~/.claude/skills install self-evolve-agentβ οΈ Requires Node.js 18+. No Node? Use Option 2 below to download the ZIP instead. Install Node.js β
Option 2: Manual install (no Node required)
Download the ZIP, extract it, and place the folder at the path below. Restart your agent to activate.
Install path
~/.claude/skills/self-evolve-agent/π‘Extract and place the folder at the path above, then restart your agent.
Category
AI Agent & AutomationWhat Self Evolve can do for your AI workflow
Agent autonomous evolution directly from your Claude conversation
Works across Claude, Cursor, OpenClaw β install once, use everywhere
Trusted by 1,250+ developers worldwide
One-command installation β no complex setup required
Combine with other skills to build powerful multi-step AI workflows
Try these prompts with your AI agent after installing Self Evolve
Help me get started with Self Evolve
Explains what Self Evolve does, walks through the setup, and runs a quick demo based on your current project
Use Self Evolve to agent autonomous evolution engine - allows AI agents to continue to...
Invokes Self Evolve with the right parameters and returns the result directly in the conversation
What can I do with Self Evolve in my ai agent & automation workflow?
Lists the top use cases for Self Evolve, with example commands for each scenario
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Self Evolve extends your AI assistant with the ability to agent autonomous evolution engine - allows AI agents to continue to become stronger like biological evolution. Core loop: Perceive the gap β Search for solutions β Design experiments β Run experiments β Choose the winner β Solidify β Next round. Usage scenarios: regular autonomous evolution, capability upgrade, workflow optimization, skill/tool ββiteration. Keywords: evolution, evolution, self-improve, A/B... Rather than leaving your conversation to handle this manually, you can ask your Claude agent directly β and it will take care of the task end-to-end, using Self Evolve as its underlying capability.
Self Evolve works across Claude, Cursor, OpenClaw through the Model Context Protocol (MCP) β an open standard that lets AI clients share tools and skills without lock-in. Because MCP is platform-agnostic by design, you install Self Evolve once and it becomes available across all your AI clients. Whether you're working in Claude for focused sessions or Cursor for integrated workflows, the skill behaves consistently.
Self Evolve installs like any other MCP skill: drop the folder into `~/.claude/skills/self-evolve-agent/` for global access, or `.claude/skills/self-evolve-agent/` to keep it scoped to one project. After a quick restart of Claude, you can trigger it explicitly with `/self-evolve-agent`, or let the AI decide when it's the right tool for your request.
Self Evolve has been installed 1,250 times, making it one of the more actively used skills in the AI Agent & Automation category. The install rate suggests it solves a real, recurring need rather than a niche edge case. Like all skills on DiscoverAISkills, it is free to install and use. The broader AI skills ecosystem continues to expand as developers contribute new capabilities across categories like developer tools, data analysis, writing, automation, and more.
Place the skill folder at ~/.claude/skills/self-evolve-agent/ for personal use (all projects), or .claude/skills/self-evolve-agent/ for project-specific use. Restart your AI client, then invoke with /self-evolve-agent or let the AI discover it automatically.
Self Evolve supports Claude, Cursor, OpenClaw. It integrates seamlessly with these AI platforms to extend their capabilities.
Self Evolve is free to install. Check the repository for licensing information.
Agent autonomous evolution engine - allows AI agents to continue to become stronger like biological evolution. Core loop: Perceive the gap β Search for solutions β Design experiments β Run experiments β Choose the winner β Solidify β Next round. Usage scenarios: regular autonomous evolution, capability upgrade, workflow optimization, skill/tool ββiteration. Keywords: evolution, evolution, self-improve, A/B...
Automate my ai agent & automation tasks using Self Evolve
Identifies repetitive steps in your workflow and sets up Self Evolve to handle them automatically
Self Evolve is categorized under AI Agent & Automation. These skills help AI agents perform specialized tasks in this domain.
Self-reflection + Self-criticism + Self-learning + Self-organizing memory. Agent evaluates its own work, catches mistakes, and improves permanently. Use when...