AI Practice Knowledge Base

AI Practice Knowledge Base

Prompt to Product

Part 1: Foundation

What is Vibe Coding Why AI Programming Solo Founder Mindset Indie Hacker Tailwinds in the AI Era

Part 2: Discovery

Google Trends Demand Mining New-Word Strategy Long-Tail Mining & One-Keyword-One-Site Reddit/X Pain-Point Mining Product Hunt Competitive Research MVP Definition & Boundaries

Part 3: Tooling

Tool Selection MCP Complete Guide Playwright Browser Automation AI Coding Practical Tips

Part 4: Methodology

From Vibe Coding to Spec Coding OpenSpec Hands-on Guide MBRY Prompt Framework AI Is Not a Chat Box

Part 5: Prompts

Prompt Arsenal Complete AI Coding Rules Guide

Part 6: Launch

Budget-Friendly Tech Stack On-Page SEO Basics Link Building & Directory Submission

Part 7: Monetization

Stripe & International Payments Pricing Strategy The 80/20 Principle

Part 8: Marketing

Social Media & Build In Public Cold Start 100 Users Email List Newsletter

Part 9: Pitfalls

Anti-Patterns Guide

AI Self-Growth System

Part 0: The Laboratory

The Laboratory: Environment Setup

Part 1: Mindset - Understanding Compound Growth

What Is an AI Self-Growth System Linear vs Compounding Growth Flywheel Effect Explained Maxwell's Demon Philosophy

Part 2: Engine - Four Core Modules

Content Factory Automated Distribution Data Monitoring System Feedback Loop: System Self-Evolution

Part 3: SEO Factory - Traffic Compounding

pSEO Basics and Principles Keyword Matrix Design Drip Release Strategy Just-in-Time Release (JIT)Internal Linking Automation Site Matrix and Fingerprint Isolation

Part 4: Social Leverage - Interception and Downscaling

Social Listening System Hot Topic Transformer Auto-Reply Interceptor Content Format Arbitrage

Part 5: Viral Growth - User-Powered Distribution

Viral Product Design Shareable Result Pattern Low-Friction Conversion Design Gamified Sharing Mechanism

Part 6: Knowledge Arbitrage - Becoming the Authority

Information Gap Arbitrage Aggregation as a Service Trend Prediction Engine Data Moat

Part 7: Portfolio Strategy - Scaling Systems

Portfolio Strategy Unified Passport Cross-Promotion Engine Asset Reuse Engine

Part 8: Automation Endgame

Automation Endgame Monetization Stack Build to Sell Next S-Curve

Part 9: Case Studies

Case Study: SEO Factory in Practice Case Study: Viral Tool in Practice Case Study: Matrix in Practice

Part 10: Human Advantage

Human Advantage Dark Forest Final Manifesto

Counterintuitive Facts 反直觉事实：终极选题规划 (No.068-100)

Writing Protocol

Canonical Prompt Article Template

Sample Articles

Counterintuitive Facts (1): How Do You Prove You're Not a Brain That Just Popped Into Existence From the Void?Counterintuitive Facts (2): Why Are All the 'Good Ones' Never on the Market?Counterintuitive Facts (3): Rules You Don't Understand Were Often Paid for in Corpses Counterintuitive Facts (4): Why Do Elites Who Advocate 'Open Marriage' Stay Faithful Themselves?Counterintuitive Facts (5): Your Anger Is a Parasite Reproducing in Someone Else's Brain Counterintuitive Facts (6): Why Do You Prefer Fake Things? Because Real Things Aren't Stimulating Enough Anymore Counterintuitive Facts (7): Why Does a Gazelle Stop to Jump Up and Down When It Sees a Lion, Instead of Running?Counterintuitive Facts (8): Most of Humanity's Greatest Achievements Are Evolutionary 'Waste'Counterintuitive Facts (9): 'For the Good of the Group' Is the World's Biggest Lie Counterintuitive Facts (10): You're Sitting in an Office, But Your Body Thinks You're Fleeing Famine Counterintuitive Facts (11): Why Is the Most Rational Strategy at the Negotiating Table to Make Your Opponent Think You're Insane?Counterintuitive Facts (12): Why Would a Group of Smart, Good People Collectively Walk Into Disaster?Counterintuitive Facts (13): 'Everyone Knows' and 'Everyone Knows That Everyone Knows' Are Completely Different Things Counterintuitive Facts (14): How Did Kindness Survive in This Cold Universe?Counterintuitive Facts (15): Why Is Everyone Richer But More Anxious?Counterintuitive Facts (16): The Most Effective Threat Is a One Time Thing: You Only Get One Chance Counterintuitive Facts (17): Why Would You Rather Lose Money Yourself Just to Make the Person Who Earned More Suffer?Counterintuitive Facts (18): Why Is More Expensive Waste Paper Worth More?Counterintuitive Facts (19): You Think the Universe Is Perfect Only Because You Haven't Died Yet Counterintuitive Facts (20): Stupidity Is More Dangerous Than Evil Because Stupidity Cannot Be Refuted Counterintuitive Facts (21): If He Doesn't Pay for His Mistakes, His Advice Is Garbage Counterintuitive Facts (22): Why Does the Boss Always Promote the Stupidest Person?Counterintuitive Facts (23): Why Do Experts Lead the Persecution of Those Who Tell the Truth?Counterintuitive Facts (24): The Better Things Get, the Closer You Are to Death Counterintuitive Facts (25): Why Do Dictators Who Ruin Their Countries the Most Often Live the Longest?Counterintuitive Facts (26): Making Money and Creating Wealth Are Completely Different Things Counterintuitive Facts (27): Free Things Are Often the Most Expensive Counterintuitive Facts (28): Why Do Smart People Also Go Down Dead End Roads?Counterintuitive Facts (29): Even If You're an All Around Genius, You Still Need Someone Who's 'Useless'Counterintuitive Facts (30): Why Is the Seat Next to You Half the Price of Your Ticket?Counterintuitive Facts (31): Why Is Effort Meaningless?Counterintuitive Facts (32): Why Do the Rich Get Richer and the Poor Get Poorer?Counterintuitive Facts (33): Why Does a Group of Smart People Become One Idiot?Counterintuitive Facts (34): Why Does a Consumer's Sneeze Cause a Factory Earthquake?Counterintuitive Facts (35): Why Are Keyboard Letters Arranged Randomly?Counterintuitive Facts (36): The Demon Everyone Is Feeding Counterintuitive Facts (37): Why Does Every Great Organization Eventually Become a Zombie?Counterintuitive Facts (38): The Emperor's New Clothes Happens Around You Every Day Counterintuitive Facts (39): Why Does Zuckerberg Dress Like a Computer Repair Guy?Counterintuitive Facts (40): When You Measure Something, You Destroy It Counterintuitive Facts (41): How to Turn Lies Into Truth?Counterintuitive Facts (42): You Live in a Map Without Truth Counterintuitive Facts (43): You Have No Idea What You Actually Want Counterintuitive Facts (44): Why You Should Never Trust 'Average Returns'Counterintuitive Facts (45): The Older Something Is, the Less Likely It Is to Die Counterintuitive Facts (46): Why Does Your Room Always Get Messy on Its Own?Counterintuitive Facts (47): The Demon Who Died But Is Still Charging You Counterintuitive Facts (48): Why Isn't Tomorrow's Sunrise News?

AI Wealth Truth

Chapter 1: The Hidden Physics of Wealth Distribution

AI Wealth Truth (01): Why Wealth Inequality Follows the Second Law of Thermodynamics AI Wealth Truth (02): Why Can Randomness Create Extreme Inequality?AI Wealth Truth (03): Why 'Fair' Markets Make Inequality Worse AI Wealth Truth (04): Why the ZIP Code You Grow Up In Predicts Your Income Better Than IQ AI Wealth Truth (05): Why the Role of Luck Is Systematically Underestimated by 90%AI Wealth Truth (06): Why 'Equal Opportunity' Is Mathematically Impossible AI Wealth Truth (07): Why the Poor's 'Irrational' Decisions Can Be the Optimal Choice AI Wealth Truth (08): Why the 'Middle Class' Is a Postwar Historical Anomaly AI Wealth Truth (09): Why Economic Growth Has Nothing to Do With Your Wage Growth AI Wealth Truth (10): Why Technological Progress Makes Ordinary People Poorer AI Wealth Truth (11): Why Trickle-Down Economics Never Worked AI Wealth Truth (12): Why Inflation Is a Hidden Wealth Transfer AI Wealth Truth (13): Why Rising Housing Prices Make Society Poorer AI Wealth Truth (14): Why Financialization Shrinks the Real Economy AI Wealth Truth (15): Why You Will Never 'Beat the Market'

Chapter 2: How Your Brain Makes You Poor

AI Wealth Truth (16): Why Your Brain Was Not Designed for Personal Finance AI Wealth Truth (17): Why Higher Prices Can Make You Buy More AI Wealth Truth (18): Why Saving Small and Spending Big Is a Nervous-System Bug AI Wealth Truth (19): Why You Pay More for Free AI Wealth Truth (20): Why Losing 1 Hurts 2.5 Times More Than Gaining 1 AI Wealth Truth (21): Why You Always Buy at Market Tops and Sell at Market Bottoms AI Wealth Truth (22): Why Gut-Level Investment Decisions Can Be Better AI Wealth Truth (23): Why Experts' Forecasts Can Be Worse Than Random AI Wealth Truth (24): Why Your Intuition About Low-Probability Events Is Catastrophically Wrong AI Wealth Truth (25): Why Sunk Costs Drain Your Wealth AI Wealth Truth (26): Why You Overpay for "Optionality"AI Wealth Truth (27): Why Poorer People Are Easier to Scam AI Wealth Truth (28): Why Casinos Are Designed That Way AI Wealth Truth (29): Why Finance Apps All Look the Same AI Wealth Truth (30): Why the "Rational Man" Assumption Is Wrong at the Root

Chapter 3: Engineered Poverty: How Systems Extract You

AI Wealth Truth (31): Why Minimum Payments Are Banks' Most Profitable Invention AI Wealth Truth (32): Why "Interest-Free" Installments Often Mean You Pay 20% More AI Wealth Truth (33): Why Insurance Actuaries Live Ten Years Longer Than You AI Wealth Truth (34): Why "Principal-Protected" Products Guarantee You Lose AI Wealth Truth (35): Why Bank Deposit Rates Are Almost Always Below Inflation AI Wealth Truth (36): Why Pension Systems Are Ponzi Schemes Destined for Insolvency AI Wealth Truth (37): Why Dollar-Cost Averaging Returns Are Often Exaggerated by 10x AI Wealth Truth (38): Why Medical Bankruptcy Is the No.1 Personal Financial Killer AI Wealth Truth (39): Why Higher Education Is Turning Into a High-Stakes Bet AI Wealth Truth (40): Why "Buying a Home Is a Must" Is a Constructed Idea AI Wealth Truth (41): Why Wage Growth Almost Always Lags Housing Prices AI Wealth Truth (42): Why Taxi Licenses Can Be Worth Hundreds of Thousands AI Wealth Truth (43): Why Metacognition Is the Real Marker of Class Stratification AI Wealth Truth (44): Why Some Cities Keep "Purchase Restrictions" Without Increasing Supply AI Wealth Truth (45): Why the System Does Not Want You to Understand These Things

Chapter 4: Wealth Black Holes of the Network Era

AI Wealth Truth (46): Why the "Free" Internet Costs You Tens of Thousands of Dollars AI Wealth Truth (47): Why Recommendation Algorithms Make the Poor Poorer and the Rich Richer AI Wealth Truth (48): Why Every "Viral" Hit Has Someone Harvesting Value AI Wealth Truth (49): Why Live-Stream Shopping Prices Are Not Actually Cheap AI Wealth Truth (50): Why "We Don't Sell Your Data" Is the Biggest Lie AI Wealth Truth (51): Why "User Growth" Matters More Than Profit AI Wealth Truth (52): Why Every "Viral Hit" Is Carefully Designed Harvesting AI Wealth Truth (53): Why You Are the One Who Ultimately Pays for Platform "Subsidy Wars"AI Wealth Truth (54): Why "Private Traffic" Is a Bubble About to Burst AI Wealth Truth (55): Why the Crypto Bubble Is Exactly Like the 17th-Century Tulip Mania AI Wealth Truth (56): Why NFTs Are Not "Digital Ownership" but "Digital Tulips"AI Wealth Truth (57): Why "Metaverse Real Estate" May Be the Most Absurd Speculation in History AI Wealth Truth (58): Why Retail Investors Who Rush Into Every "Tech Revolution" Die First AI Wealth Truth (59): Why FOMO Has Been Weaponized AI Wealth Truth (60): Why "Deep Work" Is Becoming a Class Privilege

Chapter 5: Wealth Redistribution in the AI Era

AI Wealth Truth (61): Why AI Makes "Skills" Less Valuable AI Wealth Truth (62): Why Capital Still Wins in "Human-AI Collaboration"AI Wealth Truth (63): Why the Biggest Asset in the AI Era Is "Attention Sovereignty"AI Wealth Truth (64): Why "Data Labor" Is Not Recognized as Labor AI Wealth Truth (65): Why AI Chips Are Worth More Than AI Algorithms AI Wealth Truth (66): Why OpenAI's $7 Trillion Chip Plan Is a Power Game AI Wealth Truth (67): Why "AI Democratization" Is a Lie AI Wealth Truth (68): Why AI Makes "Taste" the Last Moat AI Wealth Truth (69): Why "Personal Brand" Matters More Than Companies in the AI Era AI Wealth Truth (70): Why "One-Person Companies" Have an Advantage Over Big Companies AI Wealth Truth (71): Why the "Interface Layer" Is Always More Valuable Than the "Implementation Layer"AI Wealth Truth (72): Why AI Makes "Vertical" More Valuable Than "General"AI Wealth Truth (73): Why "Speed" Matters 10x More Than "Perfection" in the AI Era AI Wealth Truth (74): Why Real AI Dividends Mostly Belong to Capital Owners AI Wealth Truth (75): Why "Technological Unemployment" Is Totally Different This Time

Chapter 6: Game Theory, Information Theory, and Wealth Warfare

AI Wealth Truth (76): Why the "Market for Lemons" Hurts Honest People AI Wealth Truth (77): Why "Signals" Matter More Than "Ability" for Your Income AI Wealth Truth (78): Why Interviews Are a Game Where Both Sides Lie AI Wealth Truth (79): Why Referrals Are 100x More Effective Than Cold Applications AI Wealth Truth (80): Why the "Anchoring Effect" Is Worth Millions in Negotiation AI Wealth Truth (81): Why "Silence" Is the Strongest Weapon in Negotiation AI Wealth Truth (82): Why the Principal-Agent Problem Lets You Get Extracted in Every Relationship AI Wealth Truth (83): Why Incentive Compatibility Is the Key to Designing Any System AI Wealth Truth (84): Why the Tragedy of the Commons Is Replaying on the Internet AI Wealth Truth (85): Why the Prisoner's Dilemma Explains Most Social Problems AI Wealth Truth (86): Why First-Mover Advantage Can Be a Curse AI Wealth Truth (87): Why "Slow Variables" Matter More Than "Fast Variables" for Your Fate AI Wealth Truth (88): Why Feedback Delay Makes You Unable to Learn AI Wealth Truth (89): Why Complex Systems Make Experts' Forecasts Worthless AI Wealth Truth (90): Why Black Swans Are Becoming More Frequent

Chapter 7: Ultimate Cognition: The Philosophy and Nihilism of Wealth

AI Wealth Truth (91): Why You Are Playing a "Finite Game" While the Rich Play an "Infinite Game"AI Wealth Truth (92): Why Money May Be Humanity's Biggest "Consensus Illusion"AI Wealth Truth (93): Why "Economic Growth" May Be a Game Near Its End AI Wealth Truth (94): Why GDP Growth Did Not Make Humans Happier AI Wealth Truth (95): Why "Success" Might Be a Carefully Designed Social Control AI Wealth Truth (96): Why the Richer You Are, the More Anxious You Can Become AI Wealth Truth (97): Why "Lying Flat" Might Be a Rational Resistance AI Wealth Truth (98): Why "Meaning" Cannot Be Bought With Money AI Wealth Truth (99): Why the Richest People Often Give Away Most of Their Wealth AI Wealth Truth (100): If Wealth Is Ultimately Meaningless, Why Pursue It?

Counterintuitive Facts

Counterintuitive Facts

A library of high-leverage mental models

Counterintuitive Facts

This book is currently written in Chinese. English translation is planned.

Canonical Prompt

The single source of truth for writing constraints and the article generator prompt.

Three sample essays are included to validate navigation, rendering, and style constraints.

Final Manifesto

Action is the true start button of the growth system.

反直觉事实：终极选题规划 (No.068-100)

认知核武器库：红色药丸区，非战斗人员请撤离

Table of Contents

Counterintuitive Facts