This project provides an AI Agent Skills framework that distills classical dialectical materialism and practical philosophy into actionable tools for AI agents. It offers one core principle and nine methodological tools designed to help AI agents investigate facts first, identify main contradictions, and validate through practice. The skills are meant to be integrated into AI agent systems to improve their systematic thinking and execution.