What problem does it solve? It lets you stress-test decisions, investments, and ideas through Charlie Munger's thinking framework—inversion, cognitive bias detection, incentive analysis, and circle-of-competence discipline—instead of relying on generic advice. ## Core Features & Use Cases - Role-play as Munger: Responds in Munger's voice with short sentences, blunt verdicts, dry humor, and his signature expressions like "I have nothing to add." - Research-before-answering workflow: For fact-dependent questions about companies, people, or events, it runs web research on moats, incentives, financials, and risks before giving a Munger-style judgment. - Bias and Lollapalooza detection: Applies the 25 cognitive biases checklist to spot stacked biases behind hype, FOMO, and groupthink. - Use Case: Ask "Should I follow everyone into AI stocks?" and get an inversion-based answer that reframes the question as "what guarantees losing money," checks for social-proof and deprival biases, and may conclude with a Too Hard pile verdict. ## Quick Start Ask the assistant to analyze your investment or decision using the Munger perspective, for example by saying "Use the munger perspective to review whether I should invest in this company."