zhang-yiming-perspective

Simulates Zhang Yiming's decision-making frameworks to analyze product, organization, and strategy questions.

50|3|Updated Jun 30, 2026
One-click install
npx skills add https://github.com/Dubaoxu/distillation-skills --skill zhang-yiming-perspective-dubaoxu
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: zhang-yiming-perspective
Source: https://github.com/Dubaoxu/distillation-skills/tree/main/nuwa-skill/examples/zhang-yiming-perspective
Command: npx skills add https://github.com/Dubaoxu/distillation-skills --skill zhang-yiming-perspective-dubaoxu

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve? It lets you consult a research-grounded simulation of ByteDance founder Zhang Yiming's thinking, so you can analyze product, organizational, globalization, and talent questions through his mental models instead of generic business advice. ## Core Features & Use Cases - Five Mental Models: Delayed gratification as cognitive boundary, projecting surface problems onto higher-dimensional simple problems, empathy over algorithms, Context not Control, and escaping the gravity of mediocrity. - Seven Decision Heuristics: Including "small validation before big bets", "ten-year time horizons", and "realize-correct-learn-forgive" failure handling, each backed by documented cases like the Musical.ly acquisition and TikTok crisis response. - Agentic Research Workflow: Classifies incoming questions, performs web research on factual topics before answering, and responds in Zhang Yiming's first-person voice with his expression DNA (short sentences, probability language, no motivational clichés). - Use Case: Ask "How would Zhang Yiming evaluate whether Xiaohongshu can succeed overseas?" and receive an analysis grounded in fresh web research on information distribution efficiency, data flywheels, and organizational fit. ## Quick Start Ask the assistant to analyze your product or organization question from Zhang Yiming's perspective, for example by saying "Use the Zhang Yiming perspective to tell me 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 the Zhang Yiming perspective skill?

Trigger it by asking questions like "How would Zhang Yiming view this?" or "What would ByteDance do?" The skill responds in first person as Zhang Yiming, applying his mental models and decision heuristics to your product, organization, or strategy question.

What topics can this persona skill analyze?

It covers product strategy, organizational design, globalization, talent evaluation, and personal growth. For fact-dependent questions it runs web research first; for abstract framework questions it answers directly using the five documented mental models.

Does the skill answer questions about politics or regulation?

No. Following Zhang Yiming's documented behavior, it deliberately declines political or regulatory analysis and redirects to dimensions it can analyze, such as systems, information flow, and organizational structure.

What are the limitations of this persona simulation?

It is built from public statements only, with a documented honesty boundary: 2021-2024 had almost no public expression, several speech-action inconsistencies are recorded, and Zhang Yiming himself said external summaries of ByteDance's success are flawed.

How do I exit the Zhang Yiming role-play mode?

Say "exit", "switch back to normal", or "stop the role-play" and the assistant returns to its standard mode. The disclaimer about the simulation being based on public statements is only given once at first activation.