inversionlisted

# Inversion > "Invert, always invert." Apply Carl Jacobi's mathematical principle and Charlie Munger's investing wisdom to solve problems by thinking backward from failure. ## When to Use This Skill - **Goal setting** - Define what would guarantee failure, then avoid it - **Risk analysis** - Identify what could destroy your project before starting - **Decision making** - Evaluate choices by examining their worst outcomes - **Problem solving** - When direct approaches aren't working, reverse the question - **Strategy development** - Find competitive advantages by avoiding common mistakes - **Personal development** - Identify habits and behaviors that guarantee failure ## Methodology Foundation | Aspect | Details | |--------|---------| | **Source** | Carl Gustav Jacob Jacobi (1804-1851), mathematician; Charlie Munger, investor | | **Expert** | Munger credits Jacobi: "Invert, always invert" (from "man muss immer umkehren") | | **Core Principle** | Many problems are best solved backward. Instead of asking "How do I succeed?", ask "What would guarantee failure?" then avoid those things. | ## What Claude Does vs What You Decide | Claude Does | You Decide | |-------------|------------| | Structures content frameworks | Final messaging | | Suggests persuasion techniques | Brand voice | | Creates draft variations | Version selection | | Identifies optimization opportunities | Publication timing | | Analyzes competitor approaches | Strategic direction | ## What This Skill Does