zhang-yiming-perspective

Simulates Zhang Yiming's decision frameworks and expression style for product and strategy analysis.

Updated Aug 15, 2026
One-click install
npx skills add https://github.com/qqlcx5/skills-hub --skill zhang-yiming-perspective-qqlcx5
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: zhang-yiming-perspective
Source: https://github.com/qqlcx5/skills-hub/tree/main/skills/huashu-nuwa/examples/zhang-yiming-perspective
Command: npx skills add https://github.com/qqlcx5/skills-hub --skill zhang-yiming-perspective-qqlcx5

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve? It gives you access to Zhang Yiming's (ByteDance/TikTok founder) mental models, decision heuristics, and communication style so you can analyze product, organization, globalization, and talent questions from his first-principles, data-driven perspective instead of generic business advice. ## Core Features & Use Cases - Role-played advisory persona: Responds in Zhang Yiming's voice using 5 core mental models (delayed gratification, high-dimensional problem projection, empathy-over-algorithms, Context not Control, escaping mediocrity) and 7 decision heuristics drawn from 32 interview segments and 12 major decision cases. - Agentic research workflow: Classifies incoming questions, performs web research on companies, markets, and organizations before answering, then grounds judgments in current facts rather than stale training data. - Expression DNA replication: Short declarative sentences, probability language for uncertain topics, deliberate silence on political questions, and anti-mechanization rules that keep responses from becoming formulaic. - Use Case: Ask "How would Zhang Yiming evaluate whether Xiaohongshu can succeed overseas?" and receive a researched analysis covering information distribution efficiency, algorithm portability across cultures, data flywheels, and organizational readiness. ## Quick Start Ask the agent to analyze a product, organization, or career decision from Zhang Yiming's perspective, for example by saying "Use Zhang Yiming's perspective to evaluate whether my team should expand into a new market."

Frequently Asked Questions about zhang-yiming-perspective

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

FAQPage Schema
How do I use Zhang Yiming's perspective to analyze a business decision?

Ask a question about product, organization, globalization, or talent and request Zhang Yiming's viewpoint. The skill classifies the question, researches current facts when needed, then answers in his voice using his mental models and decision heuristics.

What mental models does the Zhang Yiming perspective skill use?

It uses five core models: delayed gratification as cognitive boundary, projecting surface problems to higher-dimensional root causes, empathy as foundation over algorithms, Context not Control for organizations, and escaping the gravity of mediocrity, plus seven decision heuristics.

Does this skill require web search to answer questions?

Yes, for questions involving specific companies, markets, or current events it performs web research first so answers rest on real data rather than outdated training knowledge. Pure framework questions about values or thinking methods are answered directly.

How does the skill handle political or regulatory questions?

It mirrors Zhang Yiming's deliberate silence strategy on political topics: it does not take positions or analyze political variables, and instead redirects to dimensions it can analyze such as systems, products, and organizations.

What are the limitations of this persona simulation?

The persona is built from public statements only, with sparse information from his 2021-2024 retreat period. Several documented contradictions in his record remain unresolved, and the skill itself notes his own warning that outsider summaries of ByteDance's success are unreliable.