alpha-evolve-post-experiment

Analyzes completed AlphaEvolve experiments and generates HTML/PNG visual reports.

93|22|Updated Jul 8, 2026
One-click install
npx skills add https://github.com/Google-Cloud-AI/alphaevolve-on-googlecloud --skill alpha-evolve-post-experiment
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: alpha-evolve-post-experiment
Source: https://github.com/Google-Cloud-AI/alphaevolve-on-googlecloud/tree/main/skills/alpha_evolve_post_experiment
Command: npx skills add https://github.com/Google-Cloud-AI/alphaevolve-on-googlecloud --skill alpha-evolve-post-experiment

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires ae, and includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill analyzes and visualizes the results of completed AlphaEvolve experiments, and can optionally integrate the best evolved code back into the user's codebase.

Core Features & Use Cases

  • Comprehensive Analysis: Provides detailed analysis including score progression, approaches explored, and failure analysis.
  • Visualization: Generates interactive HTML and PNG reports showing score progression and program comparisons.
  • Code Integration: Applies the best evolved code back to the original source file, preserving original structure and validation.
  • Use Case: If you have run an AlphaEvolve experiment to optimize code, this Skill can help you understand the results and integrate the improvements seamlessly.

Quick Start

Use the alpha-evolve-post-experiment skill to analyze the results of the experiment with nickname 'brave-otter'.

Frequently Asked Questions about alpha-evolve-post-experiment

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I analyze and visualize results from a completed AlphaEvolve experiment?

To analyze and visualize AlphaEvolve results, this Skill generates interactive HTML and PNG reports detailing score progression and program comparisons. It processes experiments in COMPLETED, FAILED, or CANCELLED states using the 'ae' CLI.

Can I integrate evolved code back into my source file after an experiment?

Yes, you can integrate evolved code back into your source file. This Skill applies the best evolved code while preserving the original structure and performing validation to ensure the integrated code functions correctly within your codebase.

Do I need the ae CLI to run post-experiment analysis on AlphaEvolve?

Yes, the 'ae' CLI is a required dependency for post-experiment analysis. This Skill relies on the 'ae' command-line interface to access experiment states, generate visual reports, and perform code integration with validation.

What is included in the failure analysis for AlphaEvolve experiments?

The failure analysis provides detailed insights into approaches explored and why certain evolutionary paths failed. It complements score progression data to help you understand the experiment's optimization trajectory and evaluate algorithm performance.

Can I visualize score progression if my AlphaEvolve experiment was cancelled?

Yes, you can visualize score progression for cancelled experiments. This Skill supports post-experiment analysis for experiments in COMPLETED, FAILED, and CANCELLED states, allowing you to review partial results, approaches explored, and program comparisons.

Does the code integration process validate the best evolved algorithm optimization?

Yes, the code integration process includes validation for the best evolved algorithm optimization. When applying evolved code back to the original source file, the Skill validates changes to ensure structural integrity and expected performance.