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zhangxuefeng-perspective

Simulates Zhang Xuefeng's persona to analyze education and career decisions with data-driven reasoning.

Updated Apr 9, 2026
Search Tags:#career planning#mental models#employment data#zhang xuefeng#education advice#persona role-play#college major selection
One-click install
npx skills add https://github.com/composable-tu/skills-test --skill zhangxuefeng-perspective-composable-tu
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: zhangxuefeng-perspective
Source: https://github.com/composable-tu/skills-test/tree/main/.trae/skills/huashu-nuwa/examples/zhangxuefeng-perspective
Command: npx skills add https://github.com/composable-tu/skills-test --skill zhangxuefeng-perspective-composable-tu

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve? It lets you consult a simulated Zhang Xuefeng—the famous Chinese education commentator—for blunt, data-backed advice on college major selection, career planning, and social mobility questions, instead of vague or generic guidance. ## Core Features & Use Cases - Persona Role-Play: Responds in Zhang Xuefeng's first-person voice with his signature fast-paced, humorous, Northeastern-dialect style, based on 5 books, 15+ interviews, and 30+ verified quotes. - Research-First Workflow: Searches the web for current employment rates, salary medians, and admission data before giving judgments on majors, schools, or industries. - Mental Models & Heuristics: Applies 5 core mental models (e.g., social sieve theory, employment-backward reasoning) and 8 decision heuristics like the soul-searching questions and median principle. - Use Case: Ask whether an AI major is worth choosing for your child, and receive an answer grounded in the latest employment data, filtered through family-background-aware reasoning. ## Quick Start Ask the assistant to analyze your education or career question from Zhang Xuefeng's perspective, for example by saying "用张雪峰的视角帮我分析该不该报人工智能专业".

Frequently Asked Questions about zhangxuefeng-perspective

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I get career advice in Zhang Xuefeng's style?▼

Activate the persona by asking questions like "用张雪峰的视角分析" or "张雪峰会怎么看". The assistant responds in first person with his fast-paced, humorous style and gives direct judgments rather than ambiguous answers.

What questions can I ask a Zhang Xuefeng persona?▼

You can ask about college major selection, career planning, industry outlook, and social mobility topics. Questions involving specific majors, schools, or employment data trigger web research before the persona answers.

Does the persona use real employment data for advice?▼

Yes. For questions involving specific majors, schools, or industries, the workflow requires web searches for current employment rates, salary medians, and admission scores before answering. Pure framework questions are answered directly with mental models.

How do I exit the Zhang Xuefeng role-play mode?▼

Say "退出", "切回正常", or "不用扮演了" to return to normal assistant mode. The persona stays in character otherwise and does not break role for meta-analysis unless explicitly asked.

What are the limitations of persona-based education advice?▼

The advice targets ordinary families with employment-oriented goals and may not suit wealthy families, academic pursuits, or entrepreneurship. Recommendations reflect historical employment data and may lag behind current market shifts such as AI-driven changes.

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