ml-denario
OfficialAutomate scientific research from data to publication.
Education & Research#data analysis#research automation#latex#scientific writing#hypothesis generation#multiagent ai#computational experiments
Authorbiomaps-infra
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill automates complex, end-to-end scientific research workflows, from generating novel hypotheses and designing methodologies to executing computational experiments and drafting publication-ready papers.
Core Features & Use Cases
- End-to-End Research Automation: Manages the entire research pipeline, including data analysis, hypothesis generation, methodology development, computational experiments, and LaTeX paper writing.
- Multiagent Orchestration: Leverages specialized AI agents coordinated by AG2 and LangGraph for robust and adaptable research processes.
- Use Case: A researcher can input a dataset and research domain, and the skill will generate a novel hypothesis, outline a methodology, perform the necessary computations, and produce a draft of a LaTeX paper for submission.
Quick Start
Use the ml-denario skill to automate a full research pipeline starting with a data description.
Dependency Matrix
Required Modules
None requiredComponents
references
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: ml-denario Download link: https://github.com/biomaps-infra/blender-opencode/archive/main.zip#ml-denario Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
Agent Skills Search Helper
Install a tiny helper to your Agent, search and equip skill from 223,000+ vetted skills library on demand.