Systematically improve code through disciplined analysis, targeted mutations, verification, scoring, and logging to iteratively enhance quality and design.
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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 iterative-code-evolutionOr via clawhub CLI (if already installed)
clawhub --dir ~/.claude/skills install iterative-code-evolutionβ 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/iterative-code-evolution/π‘Extract and place the folder at the path above, then restart your agent.
Category
π»Developer & DevOpsPlatforms
What Iterative Code Evolution can do for your AI workflow
Systematically improve code directly from your Claude conversation
Works across Claude, Cursor, OpenClaw β install once, use everywhere
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 Iterative Code Evolution
Help me get started with Iterative Code Evolution
Explains what Iterative Code Evolution does, walks through the setup, and runs a quick demo based on your current project
Use Iterative Code Evolution to systematically improve code through disciplined analysis, targeted ...
Invokes Iterative Code Evolution with the right parameters and returns the result directly in the conversation
What can I do with Iterative Code Evolution in my developer & devops workflow?
Lists the top use cases for Iterative Code Evolution, with example commands for each scenario
Guides & tutorials for AI skills
Iterative Code Evolution extends your AI assistant with the ability to systematically improve code through disciplined analysis, targeted mutations, verification, scoring, and logging to iteratively enhance quality and design. 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 Iterative Code Evolution as its underlying capability.
Iterative Code Evolution 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 Iterative Code Evolution 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.
To install Iterative Code Evolution, copy the skill folder to `~/.claude/skills/iterative-code-evolution/` for use across all your projects, or `.claude/skills/iterative-code-evolution/` for a single project. Restart Claude and the skill is immediately active β invoke it with `/iterative-code-evolution` or just describe your goal and the AI will pick it up automatically.
Iterative Code Evolution has 804 installs and is part of the growing Developer & DevOps skill ecosystem on DiscoverAISkills. The source code is open on GitHub β you can inspect it, contribute fixes, or fork it to adapt the skill for your specific setup. 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/iterative-code-evolution/ for personal use (all projects), or .claude/skills/iterative-code-evolution/ for project-specific use. Restart your AI client, then invoke with /iterative-code-evolution or let the AI discover it automatically.
Iterative Code Evolution supports Claude, Cursor, OpenClaw. It integrates seamlessly with these AI platforms to extend their capabilities.
Iterative Code Evolution is free to install. Check the repository for licensing information.
Systematically improve code through disciplined analysis, targeted mutations, verification, scoring, and logging to iteratively enhance quality and design.
Links
Automate my developer & devops tasks using Iterative Code Evolution
Identifies repetitive steps in your workflow and sets up Iterative Code Evolution to handle them automatically
MCP vs traditional plugins: what's the difference?
Iterative Code Evolution is categorized under Developer & DevOps. These skills help AI agents perform specialized tasks in this domain.