Does Denario support specific journal formats?

Yes, it supports specific formatting styles such as the American Physical Society (APS) and can be extended to support other academic publication venues.

Denario is a multiagent AI system that automates the entire scientific research pipeline, from initial data analysis to generating a final publication-ready LaTeX paper.

Which LLMs are compatible with Denario?

Denario supports LLM providers compatible with AG2 and LangGraph, including Google Vertex AI and OpenAI, requiring only your standard API keys.

Does it handle LaTeX compilation?

Denario generates the LaTeX source and figures; for full compilation, it is recommended to use the provided Docker deployment which includes a pre-configured TeX distribution.

Can I use Denario for specific stages of research instead of the full pipeline?

Absolutely. Denario supports hybrid workflows where you can manually provide your own ideas, methodologies, or results while letting the AI handle the other stages.

Denario Scientific Research Agent

Name: Denario Scientific Research Agent
Author: Activer007

byActiver007

0•

数据科学与机器学习

Automates the end-to-end scientific research lifecycle from data analysis and hypothesis generation to publication-ready LaTeX manuscripts.

Denario is a powerful multiagent AI system designed to streamline the complex workflows of academic and scientific research. Built on the AG2 and LangGraph frameworks, it orchestrates specialized agents to handle every stage of the research process, including data exploration, hypothesis generation, methodology design, computational experimentation, and final paper drafting. It is an ideal tool for researchers looking to accelerate the discovery phase or automate the technical overhead of producing high-quality, journal-formatted papers in LaTeX.

主要功能

01Automated hypothesis generation from raw datasets

02Structured methodology development and literature search integration

03End-to-end computational experiment execution and visualization

04Publication-ready LaTeX generation for journals like APS

05Multiagent orchestration for specialized research tasks

060 GitHub stars

使用场景

01Automating the formatting and drafting process for scientific manuscripts

02Rapidly exploring and validating new research hypotheses from existing datasets

03Transforming raw experimental data into a structured research paper automatically

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