denario

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.

2.77x

Quality

75%

Does it follow best practices?

Impact

100%

2.77x

Average score across 3 eval scenarios

Securityby

Advisory

Suggest reviewing before use

Optimize this skill with Tessl

npx tessl skill review --optimize ./scientific-skills/denario/SKILL.md

Evaluation results

100%

Automate a Particle Physics Research Pipeline

Automated research pipeline

Criteria

Without context

With context

Correct import statement

100%

Journal import

100%

project_dir parameter

100%

Detailed data description

100%

set_data_description called first

100%

get_idea() called

100%

get_method() called

100%

get_results() called

100%

Journal.APS used

100%

Correct workflow order

100%

80%

Generate a Publication from Completed Neuroscience Research

Hybrid workflow with custom inputs

Criteria

Without context

With context

Correct import

100%

Journal import

100%

project_dir parameter

100%

set_data_description called

100%

set_idea() used

100%

get_idea() NOT called

100%

set_method() used

100%

get_method() NOT called

100%

get_results() called

100%

Journal.APS in get_paper

100%

10%

Set Up Denario for a University Research Lab

Installation and API key configuration

Criteria

Without context

With context

uv install command

100%

uv init step

100%

Python 3.12 requirement

100%

OPENAI_API_KEY env var

100%

Google credentials env var

100%

.env file approach

100%

load_dotenv() usage

100%

.gitignore for secrets

100%

No hardcoded keys

100%

LaTeX or Docker for paper generation

100%

Repository: K-Dense-AI/claude-scientific-skills
Commit: b58ad7e

Evaluated: 27 days ago
Agent: Claude Code
Model: Claude Sonnet 4.6

Table of Contents

Automate a Particle Physics Research Pipeline Generate a Publication from Completed Neuroscience Research Set Up Denario for a University Research Lab

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