MAGIC Ecosystem
MAGIC Agent Skills is a growing collection of open-source skill suites that extend any AI coding assistant with deep domain expertise.
Vision
AI coding assistants are general-purpose tools. MAGIC skill suites make them domain experts by providing structured, tested, and composable skills that encode real workflow knowledge. Every skill follows the same universal SKILL.md anatomy, so skills are portable across suites and AI tools.
Current Suites
Data Agent Skills
12 skillsData science workflows: loading, profiling, cleaning, transforming, analyzing, visualizing, and reporting data.
Get Started →Linguistic Agent Skills
18 skillsLow-resource NLP: multilingual processing, corpus curation, linguistic analysis, and language-specific tooling.
Get Started →Shared Standards
All suites share:
- Universal SKILL.md anatomy — consistent structure so AI tools can parse and invoke any skill
- Evaluation framework — skill-judge rubric for assessing skill quality across suites
- Contributing guide — how to contribute to any suite in the ecosystem
Future Suites
The MAGIC ecosystem is designed to grow. Planned suites include DevOps Agent Skills, Security Agent Skills, and Research Agent Skills. Each suite follows the same universal skill anatomy and shares the evaluation framework.