zhangxuefeng-skill is an AI agent skill package that distills the decision-making frameworks and practical reasoning style of Chinese educator Zhang Xuefeng into a reusable, executable cognitive system. Rather than functioning as a simple quote collection, it encodes structured heuristics, mental models, and decision logic derived from books, interviews, and real-life case analysis. The skill is designed to be used within AI coding agents such as Claude Code, where it can be invoked to provide guidance on topics like college major selection, career planning, and long-term life decisions. It emphasizes pragmatic, outcome-driven reasoning focused on employment prospects, income potential, and social constraints rather than abstract ideals. The architecture organizes knowledge into reproducible decision flows, enabling consistent outputs across different scenarios. It also demonstrates how human expertise can be translated into modular AI skills that can be reused and adapted.
Features
- Encodes real-world decision frameworks into AI-executable logic
- Based on structured research from interviews and publications
- Designed for use in agent-based systems like Claude Code
- Focuses on pragmatic career and education decision-making
- Reusable heuristics and mental models
- Callable skill interface for interactive guidance