scientist-run

name	scientist-run
description	Launch SakanaAI's AI-Scientist for autonomous scientific research. Generates ideas, executes experiments, and writes papers based on a specified template and model.

AI-Scientist Run Skill

Automate the entire scientific discovery process using SakanaAI's AI-Scientist framework.

When to Use

• You want to conduct a new scientific study or experiment.
• You have a research template in vendor/AI-Scientist/templates/.
• You want to generate a full scientific paper from a core idea.

Workflow

1. List available templates

ls ../vendor/AI-Scientist/templates

2. Run the scientist loop

python ../vendor/AI-Scientist/launch_scientist.py \
  --model "gpt-4o" \
  --experiment "nanoGPT" \
  --num-ideas 2 \
  --write-up

3. Review the generated papers in the results directory.

Parameters

• --model: The LLM to use for idea generation and write-up.
• --experiment: The name of the experiment template to follow.
• --num-ideas: Number of ideas to generate and test.
• --write-up: Whether to generate the final LaTeX paper.