Claude Code Skills·Claude Skills·The open SKILL.md registry for Claude
ClaudSkills / General / orchestration-frameworks

Openevolve Evolutionary Coding

Category: General  ·  Sub-category: orchestration-frameworks  ·  Last updated:
ai:llm
OpenEvolve framework for autonomous code optimization using LLM-driven evolutionary algorithms. Use when working with evolutionary coding, MAP-Elites, code optimization, or creating self-improving programs.
Security AStatic scan found no risk patternsHow grading works ›

About this skill (catalog notes)

Openevolve Evolutionary Coding includes pricing or quota commentary; 8 code blocks for direct copy-paste. At roughly 1,628 words the SKILL.md is on the longer end of the catalog distribution.

Original author
Human Skill Team
Indexed lastmod
Catalog position
General · orchestration-frameworks
Indexed related skills
10

How Openevolve Evolutionary Coding fits the catalog

Openevolve Evolutionary Coding sits in the General category under the orchestration-frameworks sub-topic in the ClaudSkills catalog. There are 10 related skills indexed alongside it; comparing a few before installing usually reveals which fits your workflow best.

These notes are auto-generated from features detected in the SKILL.md file and from this catalog's structure — they aren't part of the source repository.

From the source SKILL.md

OpenEvolve is a powerful, Gemini-powered evolutionary coding agent designed to autonomously optimize code, discover advanced algorithms, and engineer complex mathematical solutions. It merges the creative breadth and depth of state-of-the-art Large Language Models (e.g., Gemini Flash for exploring broad ideas and Gemini Pro for deep, insightful suggestions) with automated evaluators. By treating the LLM as an intelligent "genetic operator," it mutates, crosses-over, and iteratively refines entire codebases across hundreds of generations.

What this skill does

Openevolve Evolutionary Coding is a community-contributed Claude Code skill in the orchestration-frameworks sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/openevolve-evolutionary-coding/ and loads when your prompt matches the skill's trigger.

When to invoke it: Use when working with evolutionary coding, MAP-Elites, code optimization, or creating self-improving programs.

Who uses this skill

The Openevolve Evolutionary Coding Claude Code skill is built for Claude Code users and developers across all disciplines looking for general-purpose AI assistance. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 152,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/openevolve-evolutionary-coding
curl -L https://claudskills.com/skills/openevolve-evolutionary-coding/SKILL.md \
  -o ~/.claude/skills/openevolve-evolutionary-coding/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/openevolve-evolutionary-coding/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/openevolve-evolutionary-coding/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\openevolve-evolutionary-coding\SKILL.md on Windows. See the full install guide for step-by-step instructions.

Telegram

📱 Install from your phone or desktop Telegram

Open @claudskills_bot on Telegram, tap Open Desktop App, and the desktop app installs this skill for you. Or share the bot link with a colleague — they get the same one-tap install. Learn more →

Pro

One-click install via the desktop app

The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.

Pro

For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.

Frequently asked questions

How do I install the Openevolve Evolutionary Coding Claude Code skill?
Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/openevolve-evolutionary-coding/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.
What does the Openevolve Evolutionary Coding skill do?
OpenEvolve framework for autonomous code optimization using LLM-driven evolutionary algorithms. Use when working with evolutionary coding, MAP-Elites, code optimization, or creating self-improving programs.
Is this skill free to install?
Yes. ClaudSkills is an open registry — every skill keeps its source repository's license, and manual install via copy is free. ClaudSkills Pro ($9/mo, $79/yr, or $149 one-time) adds one-click install via the desktop app and a multi-signal Quality Score.
When should I use the Openevolve Evolutionary Coding skill?
Use Openevolve Evolutionary Coding when your Claude Code task falls under the General category — specifically in the orchestration frameworks area. Claude Code auto-discovers installed skills and invokes the right one based on the task description, so you can also ask Claude directly (e.g. "use Openevolve Evolutionary Coding" or describe the task and let Claude pick). Browse related skills at /category/general/.
What is a Claude Code skill and how does the Openevolve Evolutionary Coding skill fit in?
A Claude Code skill is a SKILL.md file that lives under ~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. Openevolve Evolutionary Coding is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the General category. Learn more at /learn/what-is-a-claude-skill/.

Attribution & license

Cite this skill

If you reference this skill in a blog post, paper, or documentation, you can cite it as:

APA
Human Skill Team. (2026). Openevolve Evolutionary Coding [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/openevolve-evolutionary-coding/
BibTeX
@misc{openevolve-evolutionary-coding-2026,
  author    = {Human Skill Team},
  title     = {Openevolve Evolutionary Coding [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/openevolve-evolutionary-coding/}
}

Embed this skill

Promote, attribute, or link this skill from your own README, blog post, or documentation. All three snippets are free to use — no sign-up, no API key. More distribution surfaces →

Badge
[![ClaudSkills](https://claudskills.com/badge/openevolve-evolutionary-coding.svg)](https://claudskills.com/skills/openevolve-evolutionary-coding/?utm_source=badge&utm_medium=readme&utm_campaign=skill_badge)
<script>
<script src="https://claudskills.com/embed/openevolve-evolutionary-coding.js" async></script>
<iframe>
<iframe src="https://claudskills.com/embed/openevolve-evolutionary-coding.html" width="100%" height="160" frameborder="0" loading="lazy" title="ClaudSkills: Openevolve Evolutionary Coding"></iframe>

Security scan

Grade A · scanned 2026-07-16 — free static scan against the OWASP Agentic Skills Top 10.

No risk patterns were found in any of the ten OWASP-aligned categories. How grading works ›

Show this grade on your repo (click to copy):

[![Security: A](https://img.shields.io/badge/Security-A-2e7d32)](https://claudskills.com/skills/openevolve-evolutionary-coding/#security)

Free. No spam. Unsubscribe in one click.

More General skills

Browse all General skills in the ClaudSkills registry, or explore these other picks from the same category:

Browse all General skills → Top 100 skills
Part of ClaudSkills — the open registry for Claude Skills & Claude Code Skills.  ·  What's New  ·  Install guide  ·  About  ·  llms.txt

Part of Acreator Store — Adam Lankamer's AI tools: PerfectStudio · Ucaption · UTagger · AutoXPoster · TestYourSkills · AutomationFlows · Au Naturel · Telegram @acreatorstore