How does Denario handle data visualization?

Denario executes computational experiments using tools like pandas and matplotlib to generate figures and analysis results, which are then integrated into the final LaTeX manuscript.

Do I need my own LLM API keys to use Denario?

Yes, Denario requires API keys from supported providers such as Google Vertex AI or OpenAI to power its specialized agent orchestration.

Which journal formats does Denario support?

Denario currently supports American Physical Society (APS) formatting out of the box, with additional styles available through its customizable research pipeline.

Denario is a Claude Code skill that uses a multiagent AI system to automate the scientific research process, including data analysis, hypothesis generation, methodology development, and LaTeX paper writing.

Can I provide my own research ideas instead of auto-generating them?

Absolutely. Denario supports hybrid workflows where you can manually set your own hypotheses or methodologies and let the AI handle the computational execution and writing.

Denario Scientific Research Assistant

Name: Denario Scientific Research Assistant
Author: Microck

byMicrock

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데이터 과학 및 ML

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

Denario is a multiagent AI orchestration skill designed to streamline complex scientific workflows using frameworks like AG2 and LangGraph. It guides users through a structured pipeline—encompassing data description, hypothesis generation, methodology development, and result analysis—culminating in the generation of professionally formatted LaTeX papers for journals like APS. Whether starting with raw datasets or a specific research question, Denario provides specialized agents to handle computational experiments, literature context, and visualization, making it an essential tool for researchers seeking to accelerate their publication cycle within the Claude Code environment.

주요 기능

01Intelligent hypothesis and methodology development based on data descriptions

02Integrated support for computational experiment execution and data visualization

03Automated generation of publication-ready LaTeX manuscripts for major journals

0489 GitHub stars

05Multiagent orchestration using AG2 and LangGraph for specialized research tasks

06End-to-end research pipeline automation from raw data to final publication

사용 사례

01Generating novel research hypotheses and structured methodologies from complex datasets

02Automating the creation of journal-formatted LaTeX papers from experimental results

03Conducting literature-informed analysis and visualization for scientific manuscripts

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