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denario

7.7

by K-Dense-AI

72Favorites
230Upvotes
0Downvotes

Multiagent AI system for scientific research assistance that automates research workflows from data analysis to publication. This skill should be used when generating research ideas from datasets, developing research methodologies, executing computational experiments, performing literature searches, or generating publication-ready papers in LaTeX format. Supports end-to-end research pipelines with customizable agent orchestration.

research automation

7.7

Rating

0

Installs

AI & LLM

Category

Quick Review

Excellent research automation skill with clear, comprehensive documentation. The Description and SKILL.md provide complete coverage of capabilities, enabling a CLI agent to invoke the four-stage research pipeline (data description → idea → method → results → paper). Task knowledge is thorough with concrete code examples for all workflows and proper references to detailed docs. Structure is clean with a well-organized main file and modular references. Novelty is strong: automating end-to-end scientific research from hypothesis generation to LaTeX publication is complex and would require extensive prompting/tokens from a CLI agent alone. Minor room for improvement in explicitly listing all supported journals and providing more granular API details in the main file, but referenced files are assumed to contain these. The skill meaningfully reduces cost for research automation tasks.

LLM Signals

Description coverage9
Task knowledge9
Structure8
Novelty8

GitHub Signals

6,871
818
49
3
Last commit 1 days ago

Publisher

K-Dense-AI

K-Dense-AI

Skill Author

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Publisher

K-Dense-AI avatar
K-Dense-AI

Skill Author

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