花叔

Test whether you understand a concept and whether evidence supports a decision using frameworks drawn from Richard Feynman’s work. Explore concrete examples, simple demonstrations, counterevidence, and the limits of analogies to expose gaps in reasoning.

• Checking understanding beyond memorized terminology
• Finding counterevidence to a favored conclusion
• Reviewing processes that prioritize form over results

Explore career choices, business opportunities, and competing goals using frameworks drawn from Naval Ravikant’s public work. Examine how software or content can multiply effort, identify distinctive knowledge, and clarify what wealth and freedom mean for a decision.

• Evaluating whether a job can multiply the value of effort
• Exploring distinctive knowledge built through experience
• Sorting competing goals and desires

Review decisions through Nassim Nicholas Taleb’s thinking about rare, severe losses and who bears their consequences. Identify hidden dependencies, compare potential gains with losses, and examine whether a strategy benefits from disruption or becomes more vulnerable.

• Examining rare events that could cause irreversible losses
• Checking whether advisers bear the consequences of their advice
• Finding dependencies that make a business fragile

Review products and strategy using a framework drawn from Steve Jobs’s public record. Examine user feedback, competing products, and design details to identify unnecessary features, clarify priorities, and assess the experience across the whole product.

• Choosing which product features to remove
• Reviewing interactions using user feedback and competing products
• Defining a product’s value in one sentence

Analyze Donald Trump’s negotiations, public messaging, and decisions using frameworks drawn from public records. Compare possible next moves with probabilities, confidence levels, and unknown factors, or switch to roleplay to simulate his responses in a given situation.

• Interpreting negotiation demands and threats
• Comparing possible next moves with confidence levels
• Examining public statements and media messaging

Plan X content, improve opening lines and threads, and review account performance using post data. With a focus on AI and technology, the skill supports content reviews, weekly growth plans, and HTML diagnostic reports.

• Finding topics for AI and technology posts
• Comparing opening lines and planning threads
• Reviewing posts and profile text

Explore marketing, publicity, and crisis communication through frameworks derived from Justin Sun’s public statements and actions. The skill examines attention, timing, and messaging, then responds in a forceful persona using verified figures and recognizable events.

• Analyzing how publicity attracts attention
• Examining crisis communication narratives
• Considering when to join trending topics

Examine startup ideas, product demand, writing, and career choices through frameworks drawn from Paul Graham’s essays and interviews. Reframe unclear questions, consider user needs and growth, and use writing and iteration to uncover better directions.

• Testing startup directions against real user needs
• Reviewing a company through its founders, product, and growth
• Using writing to clarify an unfinished idea

Compare education and career choices using frameworks drawn from 张雪峰’s public statements. The skill considers family finances, academic results, employment rates, and median salaries to work backward from typical graduate outcomes toward practical options.

• Comparing majors through typical graduate outcomes
• Choosing schools with family finances in mind
• Evaluating postgraduate study against employment options

Analyze product, organization, international expansion, and hiring decisions through frameworks drawn from 张一鸣’s public statements. Examine information flow, user needs, and long-term tradeoffs to identify underlying problems and opportunities for small-scale validation.

• Reviewing product ideas against underlying user needs
• Examining information flow and reporting layers
• Planning small tests before international expansion

Examine AI research directions and safety strategies through thinking models drawn from Ilya Sutskever’s public statements. The skill checks current facts when needed and presents a concise judgment with an everyday analogy.

• Assessing AI research directions
• Examining model scaling and data limits
• Discussing AI safety strategies

Review investment and business decisions using frameworks drawn from Charlie Munger’s public work. Examine failure paths, thinking biases, and incentives, compare opposing evidence, and identify questions that fall outside the available knowledge.

• Reviewing how a business decision could fail
• Checking for interacting thinking biases
• Examining management incentives and risk

Examine AI product reliability, learning methods, and model limitations through frameworks drawn from Andrej Karpathy’s public statements. Assess the gap between demonstrations and real use, uneven capabilities, and where people should retain control.

• Assessing AI product reliability beyond a demo
• Planning hands-on study of neural networks
• Examining LLM strengths and failure patterns

Create a reusable SKILL.md from research into a person’s thinking or a topic’s methods. Start with a name or a broad need, then extract mental models, decision rules, expression patterns, and limitations into a working skill.

• Creating a thinking adviser based on a named person
• Finding a suitable perspective for an unclear need
• Building a skill from personal writing and decision notes

Review YouTube titles, thumbnails, openings, and pacing through a framework drawn from MrBeast’s public statements and other research. Use click-through rates and viewing data to identify weaknesses and develop specific changes to a video’s presentation and structure.

• Reworking video titles and thumbnails
• Improving the first 30 seconds of a video
• Reviewing scripts for viewer drop-off

Examine product costs, technical plans, and industry assumptions through a framework drawn from Elon Musk’s public record. Compare prices with material costs, question unnecessary requirements, and explore whether to build components internally or outsource them.

• Reviewing product costs against material costs
• Questioning requirements before automating a process
• Comparing internal production with outsourcing

Create interactive prototypes, slide decks, animations, and visual explanations in HTML. New designs normally begin with three visible drafts to compare, then develop the chosen direction using supplied content, real assets, and brand references.

• Comparing three visual directions before choosing a design
• Creating an interactive App or iOS prototype
• Preparing an HTML slide deck and PDF

Examine education and career choices through decision frameworks drawn from 张雪峰’s public statements. The skill considers family circumstances, researches current employment data for concrete questions, and responds in a direct conversational style.

• Compare university majors using typical graduate outcomes
• Consider career options in light of family finances
• Discuss whether graduate study fits personal circumstances

Review and improve SKILL.md files using nine evaluation criteria and test prompts. Independent agents compare original and revised versions, while user checkpoints, version history, and result cards help track which changes are retained or rolled back.

• Assess skill quality without editing files
• Improve instructions in a specific SKILL.md
• Prioritize weaker skills for revision

Analyze reference animations and create art animations or narrated explainer videos with code. The skill covers storyboards, visual styles, rendering, and quality checks, with optional workflows for recorded narration, generated voices, and character images.

• Analyze motion and transitions in a reference animation
• Create an animation with a consistent artistic style
• Produce explainer clips timed to narration

抖音爆款脚本创作工作流。从竞品视频拆解到脚本生成的完整流程：下载抖音视频→Gemini视频分析→爆款公式提炼→脚本+分镜生成→AI味审校。 当用户提到"抖音脚本"、"爆款拆解"、"竞品分析"、"带货脚本"、"千川素材"、"种草脚本"、"视频拆解"、"抖音视频分析"时使用此技能。

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结构化网络调研流程，确保调研成果增量保存到文件，不因会话截断丢失。当用户说"调研"、"搜索资料"、"帮我查一下"、"了解一下"、"最新信息"时使用此技能。

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演讲与分享教练。基于Patrick Winston（MIT AI教授）的How to Speak方法论，帮助准备线下培训、技术分享、B站教程视频等演讲场景。当用户提到"演讲"、"分享"、"培训"、"讲课"、"PPT演讲"、"开场"、"结尾"、"如何讲"、"演讲结构"时使用此技能。

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长文精简为X平台内容（200-500字），保留核心观点和个人风格。当用户提到"转微博"、"发小红书"、"社交媒体"、"缩短文章"时使用。

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