MAGIC Agent Skills
Open-source skill suites that turn any AI coding assistant into a domain expert. Choose a suite to get started.
Data Agent Skills
Data Science
Production-grade skills for loading, profiling, cleaning, transforming, analyzing, visualizing, and reporting data. Works with any AI coding assistant.
Get StartedLinguistic Agent Skills
Low-Resource NLP
Specialized skills for multilingual NLP, low-resource language processing, corpus curation, and linguistic analysis tasks.
Get StartedExplore the Suites
Each suite is a complete set of skills purpose-built for a specific domain.
12 Data Science Skills
A complete data lifecycle — from raw file to polished report. The agent follows a linear pipeline: load → profile → clean → validate → explore → transform → analyze → visualize → report.
Loading
Multi-format ingestion with auto-encoding
Profiling
Quality scoring and distribution analysis
Cleaning
Missing values and normalization
Validation
Schema inference and constraint checks
Exploration
Pattern discovery and segmentation
Transformation
Reshape, aggregate, and merge
Synthesis
LLM-powered generation via DataDesigner
Analysis
Descriptive stats and hypothesis testing
Visualization
Automated chart selection and generation
Reporting
Structured report assembly
Integrations
Workswithyourfavoritetools
Drop-in support for 30 AI coding assistants. Install once, use everywhere.