find-your-margin

原文涵盖的主题

• Find Your Margin
• When to Use
• The Core Framework
• Workflow
• Step 1: The Skill Stack Audit
• Step 2: The AI Commoditization Map
• Step 3: The Margin Finder
• Step 4: The Attention Allocation Portfolio

Full Production Studio note: this skill comes from another creator's own setup. Brand names, people and folder paths in it (for example OpenEd, Skill Stack, Howseen, /Desktop/...) are their examples. Replace them with the user's brand, voice and folders (use the arabic-voice Voice Card when available) and never write in that other brand's voice. Audit a knowledge worker's skill stack against AI capabilities to find the narrow lanes where their human judgment + AI throughput creates surplus nobody else can touch. Based on the marginalist insight that intelligence, like capital, flows to the area of highest return — and the counterpoint that individuals win not by competing on allocation efficiency, but by finding fat margins at human scale. -- "Where should I actually focus my AI efforts?" "I'm using AI for everything but nothing feels defensible" "How do I avoid being replaceable by someone with the same tools?" "What's my moat in the AI age?" The Marginal Intelligence Trap: In a competitive allocation economy, surplus converges toward zero. Everyone uses the same models, the same prompts, the same workflows. The marginal return on one more hour of AI allocation approaches $0. The

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