Can I provide my own research methodology?

Yes, Denario allows you to provide custom research ideas or methodology markdown files, which it then uses to execute experiments and generate results.

Denario is a multiagent AI system that automates scientific research workflows, helping users move from data analysis to LaTeX paper generation using AI agents.

Which journal formats does Denario support?

Denario currently supports formats like the American Physical Society (APS), with the ability to add more via its research pipeline configuration.

Does Denario require specific LLM API keys?

Yes, Denario requires API keys from supported providers like Google Vertex AI or OpenAI to power the AG2 and LangGraph multiagent orchestration.

Is there a graphical interface for Denario?

Yes, Denario includes a web-based GUI that can be launched using the 'denario run' command for interactive research management.

Denario Scientific Researcher

Name: Denario Scientific Researcher
Author: Activer007

byActiver007

0•

데이터 과학 및 ML

Automates the end-to-end scientific research pipeline from initial data analysis and hypothesis generation to publishing-ready LaTeX manuscripts.

Denario is a sophisticated multiagent AI system designed to streamline scientific discovery by orchestrating specialized agents through AG2 and LangGraph frameworks. It assists researchers at every stage of the research lifecycle, including hypothesis formation, methodology development, computational experimentation, and the final generation of journal-formatted papers (such as APS style). Whether you are exploring new datasets or need to automate rigorous academic documentation, Denario provides a structured, reproducible, and automated workflow for modern scientific inquiry.

주요 기능

01Automated execution of computational experiments and data visualizations

02Multiagent orchestration for hypothesis and methodology development

03End-to-end research pipeline management from raw data to publication

04Automatic LaTeX paper formatting for major scientific journals

05Integrated literature search and structured research context management

060 GitHub stars

사용 사례

01Executing reproducible computational experiments and generating research findings

02Generating novel research hypotheses and methodologies from raw datasets

03Automating the drafting of publication-ready LaTeX papers for academic journals

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add activer007/ordinary-claude-skills denario

For use in Claude.ai and ChatGPT

Download Skill