How do I implement my own scientific logic using this skill?

You can replace the placeholders in the SKILL.md file with your domain-specific keywords, required libraries (like NumPy or SciPy), and common code patterns used in your research.

Does this skill help with research reproducibility?

Yes, by providing a structured section for 'Best Practices' and 'Prerequisites', it ensures that the AI agent follows consistent protocols for scientific tasks.

What is the Scientific Agent Skill template?

It is a standardized framework designed to help developers create specialized capabilities for Claude Code, specifically focused on scientific research, data analysis, and laboratory automation.

Is this template compatible with any Claude Code environment?

Yes, it is designed to be loaded as a specialized skill within the Claude Code CLI, enhancing its behavior for scientific contexts.

Scientific Agent Skill Template

Name: Scientific Agent Skill Template
Author: tondevrel

bytondevrel

•

Data Science & ML

Provides a standardized framework for developing specialized scientific research and data analysis capabilities within Claude Code.

This skill serves as a foundational template for creating custom scientific agent capabilities in Claude Code. It streamlines the development of domain-specific skills by offering a pre-defined structure for prerequisite verification, core concept definitions, common code patterns, and best practices. By using this template, researchers and developers can quickly build reproducible research pipelines and laboratory automation tools that leverage Claude's advanced reasoning within a scientific context.

Key Features

01Quick-reference patterns for scientific code methods

021 GitHub stars

03Best practice guidelines for research reproducibility

04Standardized structure for scientific agent development

05Pre-built sections for automated dependency verification

06Integrated templates for documentation and troubleshooting

Use Cases

01Building automated research assistants for data science workflows

02Creating custom agents for laboratory data analysis

03Standardizing documentation for scientific software libraries

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add tondevrel/scientific-agent-skills example-skill

For use in Claude.ai and ChatGPT

Download Skill