Agentic Data Scientist

Skill by ara.so — AI Agent Skills collection.

Agentic Data Scientist is an adaptive multi-agent framework that automates complex data science tasks using a sophisticated workflow with planning, execution, validation, and self-correction. Built on Google's Agent Development Kit (ADK) and Claude Agent SDK, it separates planning from execution and continuously validates work against success criteria.

What It Does

• Orchestrated Mode: Full multi-agent workflow with planning, iterative execution, validation, and adaptive replanning
• Simple Mode: Direct coding without planning overhead for quick tasks
• Multi-Agent Architecture: Specialized agents for planning, coding, reviewing, validation, and summarization
• Continuous Validation: Tracks progress against success criteria at every stage
• Self-Correcting: Adapts plans based on discoveries during execution
• MCP Integration: Access to tools via Model Context Protocol servers
• Claude Scientific Skills: 380+ advanced scientific computing skills available to coding agent

Installation