Denario is an AI-driven multiagent system that automates the scientific research process, from analyzing data to writing papers.

How do I install this Claude Code skill?

You can install it using the uv package manager with the command 'uv add denario[app]' or via pip.

Does it support specific journals?

Yes, it includes built-in formatting for journals like APS (American Physical Society) and provides full LaTeX source code for further customization.

Can I provide my own research ideas?

Yes, Denario is flexible; you can either auto-generate ideas from your data or input your own custom hypotheses and methodologies for the agents to process.

What frameworks does Denario use?

It leverages AG2 and LangGraph to coordinate different AI agents for specialized tasks like methodology development, analysis, and writing.

Denario Scientific Research Assistant

Name: Denario Scientific Research Assistant
Author: BbgnsurfTech

byBbgnsurfTech

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Data Science & ML

Automates the complete scientific research lifecycle from initial data analysis to publication-ready LaTeX manuscripts.

Denario is a comprehensive multiagent AI system designed to streamline scientific discovery and academic writing. By orchestrating specialized agents through AG2 and LangGraph frameworks, it assists researchers in generating novel hypotheses from raw datasets, developing rigorous methodologies, executing computational experiments with visualizations, and formatting results into journal-specific LaTeX documents. It is an ideal tool for researchers looking to accelerate their end-to-end research pipelines while maintaining academic standards and reproducibility.

Key Features

01Automated LaTeX paper generation with journal-specific formatting

02Multiagent orchestration for structured methodology development

03Execution of computational experiments and data visualization

04Automated hypothesis generation from raw data descriptions

05Interactive GUI for managing complex research workflows

063 GitHub stars

Use Cases

01Rapidly prototyping and testing various scientific methodologies using AI agents

02Transforming raw experimental data into a formal, peer-reviewed style paper

03Automating literature-backed hypothesis validation and technical documentation

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add bbgnsurftech/claude-skills-collection denario

For use in Claude.ai and ChatGPT

Download Skill