Can I provide my own research ideas to Denario?

Yes, while Denario can generate ideas automatically, you can also provide custom research hypotheses or methodologies for the system to execute and analyze.

Which journal formats does Denario support?

It currently supports American Physical Society (APS) formatting for paper generation, with a flexible architecture that allows for additional journal styles.

Does Denario require a specific Python version?

Yes, Denario is built for modern AI workflows and requires Python 3.12 or higher to run its multiagent frameworks.

Denario is a multiagent AI system that automates the entire scientific research pipeline, including idea generation, methodology development, data analysis, and LaTeX paper writing.

Do I need specific API keys to use Denario?

Yes, Denario requires API keys from supported LLM providers such as Google Vertex AI or OpenAI to power its multiagent orchestration and reasoning.

Denario Scientific Research Assistant

Name: Denario Scientific Research Assistant
Author: Microck

byMicrock

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129

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Data Science & ML

Automates end-to-end scientific research workflows from hypothesis generation to publication-ready LaTeX manuscripts.

Denario is a sophisticated multiagent AI system designed to streamline the scientific discovery process by orchestrating specialized agents through AG2 and LangGraph frameworks. It empowers researchers to transform raw datasets into structured research questions, develop rigorous methodologies, execute computational experiments with visualizations, and generate professionally formatted journal papers in LaTeX. By managing the complete pipeline from data analysis to final publication, Denario provides a robust framework for reproducible, high-quality scientific output suitable for academic and industrial research environments.

Key Features

01Structured, versionable research pipelines for reproducible science

02Publication-ready LaTeX manuscript generation for major journals

03129 GitHub stars

04Automated hypothesis and research idea generation from raw data

05Multiagent orchestration for specialized research and writing tasks

06Execution of computational experiments and data visualizations

Use Cases

01Managing complex multi-stage computational experiments with integrated visualization

02Generating research hypotheses and methodologies from complex time-series datasets

03Automating the creation of journal-formatted papers from raw research results

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add microck/ordinary-claude-skills denario

For use in Claude.ai and ChatGPT

Download Skill