What technical requirements does Denario have?

Denario requires Python 3.12 or higher, API keys for supported LLMs (like OpenAI or Vertex AI), and a TeX distribution for paper compilation.

Can I use my own research ideas with Denario?

Yes, you can either have the AI generate ideas from your data or manually set your own custom research questions and methodologies.

What is Denario used for?

Denario is used to automate the scientific research process, helping users generate ideas, develop methodologies, run experiments, and write LaTeX papers.

Does Denario support specific journal formats?

Yes, Denario includes built-in support for journal formatting styles such as APS (American Physical Society) and can be extended for others.

Denario Research Automator

Name: Denario Research Automator
Author: Microck

byMicrock

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数据科学与机器学习

Automates end-to-end scientific research workflows from hypothesis generation and data analysis to publication-ready LaTeX papers.

Denario is a powerful multiagent AI system designed to streamline the scientific discovery process by orchestrating specialized agents through AG2 and LangGraph frameworks. It manages the entire research lifecycle, including data description, hypothesis generation, methodology development, computational experimentation, and final manuscript preparation. By automating the technical overhead of research—from complex data analysis to precise LaTeX formatting for journals like APS—Denario allows researchers to focus on high-level insights while maintaining a reproducible and structured workflow.

主要功能

01Interactive web-based GUI for managing research pipelines and project files

02Publication-ready LaTeX manuscript generation with journal-specific formatting

03Automated hypothesis generation and methodology development from raw datasets

04Multiagent orchestration for specialized research tasks using AG2 and LangGraph

05End-to-end computational experiment execution and result visualization

0689 GitHub stars

使用场景

01Automating the formatting and synthesis of research results into professional LaTeX documents

02Transforming experimental datasets into structured, journal-ready research papers

03Rapidly prototyping and testing new scientific hypotheses from existing data

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