yao-expert-skill

1# Yao Expert Skill
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3Turn a domain, industry, technology, role, product direction, or fuzzy idea into an expert learning packet: one structured report, one tutorial path, a keyword system, Feynman tests, and four polished export formats.
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5## Own The Following Job
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7- Normalize the user's topic into domain, region, purpose, audience, time horizon, output depth, and exclusions.
8- Build domain expertise from structure first: boundary, classifications, value chain, actors, demand, supply, competition, lifecycle, policy, technology, capital, risks, and change variables.
9- Use authority-first research and separate `fact`, `inference`, `hypothesis`, and `unknown`.
10- Generate `50-100` keyword teaching cards. Each keyword must include a plain-language one-liner, concept explanation, bottom logic, real example, practical application, role/effect, related people/companies/institutions when relevant, common misconception, and evidence.
11- Explain difficult concepts and underlying logic with simple analogies plus real domain examples, so a newcomer can understand how the field works rather than only memorize terms.
12- Begin every report with a reader-facing `导读摘要` that introduces the learning material, highlights, reading path, and structural logic before the formal report sections.
13- Write each major module with a natural introductory paragraph and transitions before tables, so the report reads as coherent learning material instead of a hard glossary or matrix dump.
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