Bizard Skills

AI-Ready Visualization Skills for Biomedical Research

🤖 AI Skill — Download the Bizard unified skill for your AI assistant ⬇️ Download Skill ZIP

What are Bizard Skills? 🧠

Bizard Skills is an AI skill package that turns your AI assistant into a biomedical visualization expert. When you load this skill, your AI can:

• Recommend the best visualization type for your data and research question
• Generate reproducible R / Python / Julia plotting code adapted from Bizard tutorials
• Search across 793 curated figure examples using the included gallery data
• Link you to the full tutorial for detailed customization

The skill package works with any AI tool that supports custom instructions or knowledge files:

• ChatGPT / GPT-4: Load as custom instructions + knowledge file
• Claude: Upload as project files
• GitHub Copilot Chat: Reference with #file:SKILL.md
• Local LLMs (Ollama, LM Studio): Load as system prompt context

Tip

Quick start: Download the ZIP below → Load SKILL.md as your AI’s instructions → Upload gallery_data.csv as a knowledge file → Ask: “Help me create a volcano plot for my differential expression results”

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Download the Skill Package

The ZIP contains:

• SKILL.md — AI skill instructions: teaches your AI assistant how to use Bizard for visualization recommendations and code generation
• gallery_data.csv — 793 visualization examples with image URLs, tutorial links, descriptions, and categories
• gallery_data_zh.csv — Chinese version of the gallery data
• README.md — Installation guide for different AI tools

⬇️ Download Bizard Skill ZIP

Regenerating Skills

SKILL.md is automatically regenerated when tutorials are updated on the main branch. To regenerate manually:

# LLM mode (requires API key in environment)
python .github/scripts/generate_skills.py --verbose

# Offline mode (rule-based extraction)
python .github/scripts/generate_skills.py --offline --verbose

See the Skill Generation Specification for the full technical specification.