denario SKILL.md skillA

denario from foryourhealth111-pixel/vibe-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add foryourhealth111-pixel/vibe-skills/denario@git:20260226.1632f40

Pins git:20260226.1632f40 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
foryourhealth111-pixel/vibe-skills
Path
bundled/skills/denario/SKILL.md
Versions recorded
1
Latest version
git:20260226.1632f40, committed Feb 26, 2026
Size
5,933 bytes
Repository stars
3,758
License
Apache-2.0

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.

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# Denario

## Overview

Denario is a multiagent AI system designed to automate scientific research workflows from initial data analysis through publication-ready manuscripts. Built on AG2 and LangGraph frameworks, it orchestrates multiple specialized agents to handle hypothesis generation, methodology development, computational analysis, and paper writing.

## When to Use This Skill

Use this skill when:
- Analyzing datasets to generate novel research hypotheses
- Developing structured research methodologies
- Executing computational experiments and generating visualizations
- Conducting literature searches for research context
- Writing journal-formatted LaTeX papers from research results
- Automating the complete research pipeline from data to publication

## Installation

Install denario using uv (recommended):

```bash
uv init
uv add "denario[app]"
```

Or using pip:

```bash
uv pip install "denario[app]"
```

For Docker deployment or building from source, see `references/installation.md`.

## LLM API Configuration

Denario requires API keys from supported LLM providers. Supported providers include:
- Google Vertex AI
- OpenAI
- Other LLM services compatible with AG2/LangGraph
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add foryourhealth111-pixel/vibe-skills/denario@sha256:b01a3a658ec892c7

The line at the top of this page pins the label git:20260226.1632f40, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_yjguuckb7ypjmhhh.svg)](https://markdownregistry.com/a/art_yjguuckb7ypjmhhh)

1 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 1 version of this file, committed on Feb 26, 2026.

versioncommittedcommitsizeaudit
git:20260226.1632f40 latest2026-02-26 1632f40 5,933 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (5933 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

foryourhealth111-pixel/vibe-skills · 3,758 stars · license Apache-2.0 · pushed 2026-10-22 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_yjguuckb7ypjmhhh
GET https://markdownregistry.com/api/v1/resolve?ref=foryourhealth111-pixel/vibe-skills/denario
GET https://markdownregistry.com/api/v1/blob/b01a3a658ec892c727790e954e7df37d2b60cdf1ab3d100df5326a40c2c8af2a

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

More from foryourhealth111-pixel/vibe-skills

vibe SKILL.md skill
foryourhealth111-pixel/vibe-skills · SKILL.md · Vibe Code Orchestrator (VCO) is a governed runtime entry that freezes requirements, bounds execution, and enforces…
git:20261016.36638e0 · audit A · 3,758 stars
skill-creator SKILL.md skill
foryourhealth111-pixel/vibe-skills · bundled/skills/.system/skill-creator/SKILL.md · Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an…
git:20260226.1632f40 · audit A · 3,758 stars
skill-installer SKILL.md skill
foryourhealth111-pixel/vibe-skills · bundled/skills/.system/skill-installer/SKILL.md · Install Codex skills into $CODEX_HOME/skills from a curated list or a GitHub repo path. Use when a user asks to list…
git:20260226.1632f40 · audit A · 3,758 stars
LQF_Machine_Learning_Expert_Guide SKILL.md skill
foryourhealth111-pixel/vibe-skills · bundled/skills/LQF_Machine_Learning_Expert_Guide/SKILL.md · LQF Machine Learning Expert Guide - Routed skill for ML/Statistical Modeling with Critical Discussion Mode. Triggers…
v2.0.0 · audit A · 3,758 stars
adaptyv SKILL.md skill
foryourhealth111-pixel/vibe-skills · bundled/skills/adaptyv/SKILL.md · Cloud laboratory platform for automated protein testing and validation. Use when designing proteins and needing…
git:20260226.1632f40 · audit A · 3,758 stars
aeon SKILL.md skill
foryourhealth111-pixel/vibe-skills · bundled/skills/aeon/SKILL.md · This skill should be used for time series machine learning tasks including classification, regression, clustering…
git:20260226.1632f40 · audit A · 3,758 stars
algorithmic-art SKILL.md skill
foryourhealth111-pixel/vibe-skills · bundled/skills/algorithmic-art/SKILL.md · Creating algorithmic art using p5.js with seeded randomness and interactive parameter exploration. Use this when users…
git:20260226.1632f40 · audit B · 3,758 stars
alpha-vantage SKILL.md skill
foryourhealth111-pixel/vibe-skills · bundled/skills/alpha-vantage/SKILL.md · Access real-time and historical stock market data, forex rates, cryptocurrency prices, commodities, economic…
git:20260303.491ea97 · audit A · 3,758 stars
architecture-patterns SKILL.md skill
foryourhealth111-pixel/vibe-skills · bundled/skills/architecture-patterns/SKILL.md · Implement proven backend architecture patterns including Clean Architecture, Hexagonal Architecture, and Domain-Driven…
git:20260226.1632f40 · audit A · 3,758 stars
astropy SKILL.md skill
foryourhealth111-pixel/vibe-skills · bundled/skills/astropy/SKILL.md · Comprehensive Python library for astronomy and astrophysics. This skill should be used when working with astronomical…
git:20260303.491ea97 · audit A · 3,758 stars
autonomous-builder SKILL.md skill
foryourhealth111-pixel/vibe-skills · bundled/skills/autonomous-builder/SKILL.md · Full-stack software development agent for design, implementation, testing, and deployment. Use when the user explicitly…
v1.0.0 · audit A · 3,758 stars
bio-database-evidence SKILL.md skill
foryourhealth111-pixel/vibe-skills · bundled/skills/bio-database-evidence/SKILL.md · Unified biological database evidence owner. Use for gene annotation, variant clinical significance, cancer mutation…
git:20260430.784fe8b · audit A · 3,758 stars

Every file in foryourhealth111-pixel/vibe-skills

Other files named denario

denario SKILL.md skill
marielynneblock/arcanum-artifex · skills/scientific/denario/SKILL.md · Multiagent AI system for scientific research assistance that automates research workflows from data analysis to…
git:20260710.0115f49 · audit A · 4 stars

Browse by kind, by grade A, or by owner.