alpha-evolve-experiment-design
OfficialDesign & run AlphaEvolve experiments with a two-phase workflow.
Software Engineering#optimization#experiment design#evolutionary algorithms#AlphaEvolve#algorithm discovery
AuthorGoogle-Cloud-AI
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill automates the design and execution of AlphaEvolve experiments, reducing the manual effort required to set up and manage complex evolutionary algorithms for algorithm discovery and optimization.
Core Features & Use Cases
- Experiment Design: Guides users through defining the problem, creating an initial program, and setting up the evaluation strategy.
- Two-Phase Workflow: Ensures a structured approach to experiment design, separating problem definition and file generation for robustness.
- Integration: Automates the creation of a project directory with all necessary files for execution and verification.
Quick Start
Use the alpha-evolve-experiment-design skill to design an experiment for optimizing a sorting algorithm. Start by providing a high-level problem description.
Dependency Matrix
Required Modules
uvpytest
Components
scriptsreferencesexamples
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: alpha-evolve-experiment-design Download link: https://github.com/Google-Cloud-AI/alphaevolve-on-googlecloud/archive/main.zip#alpha-evolve-experiment-design Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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