Ai Agent

Autonomous biomedical AI agent framework for executing complex research tasks across genomics, drug discovery, molecular biology, and clinical analysis. Use this skill when conducting multi-step biomedical research including CRISPR screening design, single-cell RNA-seq analysis, ADMET prediction, GWAS interpretation, rare disease diagnosis, or lab protocol optimization. Leverages LLM reasoning with code execution and integrated biomedical databases.

This skill sets up Geoffrey Huntley's 'Ralph Wiggum' autonomous coding technique - a bash loop that feeds prompts to Claude CLI for automated code generation. It supports planning mode (gap analysis) and building mode (implementation), with Docker isolation as an option for safer execution.