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Google-Cloud-AIGoogle-Cloud-AIOfficial·6 Agent Skills Included

alphaevolve-on-googlecloud

Evolve and optimize algorithms automatically on Google Cloud

Evolves seed code into better algorithms using Gemini-powered evolutionary search on Google Cloud. Designs experiments, launches runs, monitors progress, and integrates winning code back into your codebase. Eliminates manual trial-and-error tuning for sorting, packing, routing, signal filtering, and model fine-tuning problems.
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npx skills add Google-Cloud-AI/alphaevolve-on-googlecloud --all -g -y

All Skills in This Repository (6)

Pure Emerald Level Indicators
📦 In Repo
Google-Cloud-AIGoogle-Cloud-AI

alpha-evolve-post-experiment

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

Official
Advanced
📦 In Repo
Google-Cloud-AIGoogle-Cloud-AI

alpha-evolve-consultant

Answer AlphaEvolve consulting questions using the official reference guide.

Official
Advanced
📦 In Repo
Google-Cloud-AIGoogle-Cloud-AI

alpha-evolve-runner

Automate configuration, verification, and launching of AlphaEvolve experiments via the 'ae' CLI.

Official
Intermediate
📦 In Repo
Google-Cloud-AIGoogle-Cloud-AI

alpha-evolve-experiment-design

Automate AlphaEvolve experiment design with problem definition and program generation.

Official
Advanced
📦 In Repo
Google-Cloud-AIGoogle-Cloud-AI

alpha-evolve-orchestrator

Orchestrates AlphaEvolve experiments from design to post-exam via four sub-skills.

Official
Advanced
📦 In Repo
Google-Cloud-AIGoogle-Cloud-AI

alpha-evolve-monitor

Monitor AlphaEvolve experiments and manage the evaluation control loop.

Official
Advanced

Frequently Asked Questions

FAQPage Schema
How to install alphaevolve-on-googlecloud?▼

Run `npx skills add Google-Cloud-AI/alphaevolve-on-googlecloud --all -g -y` in your terminal to install all skills globally.

What problems can AlphaEvolve solve?▼

It optimizes any code you can score, such as sorting routines, circle packing, traveling salesman routes, signal filters, and LLM fine-tuning hyperparameters.

How does AlphaEvolve improve my code?▼

You provide a seed program and a scoring function. Gemini proposes code changes, each candidate is evaluated, and the population evolves toward better solutions over many generations.

Do I need Google Cloud to use these skills?▼

Yes. You need a Google Cloud project with AlphaEvolve provisioned and the ae CLI installed, since the evolutionary search runs as a managed cloud service.

Can I use it without writing evaluation code?▼

The experiment design skill builds the evaluator and seed program for you from a plain-English problem description, then tests everything before launch.

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