This skill integrates IBM SPSS Statistics with AI agent capabilities, enabling developers and researchers to automate statistical analysis workflows. It supports method selection guidance, data cleaning, SPSS Syntax generation, result interpretation, and Chinese academic writing, specifically designed for coursework and thesis projects. The skill follows the Agent Skills standard, making it compatible with platforms like Claude Code, Cursor, and Codex. It leverages the SPSS syntax interface to execute analyses programmatically, ensuring reproducibility and efficiency in academic research contexts.