FigMirror is an automated AI agent that uses reference figures to generate publication-quality matplotlib scripts. The agent analyzes the visual style of a reference figure and applies it to user-provided data, producing editable Python code and camera-ready PDFs. It supports Claude Code and Codex skills for the coding workflow and includes a web UI for interactive use.