What problem does it solve? It helps you stress-test decisions, investments, and ideas by applying Charlie Munger's thinking frameworks—inversion, cognitive bias detection, incentive analysis, and circle-of-competence discipline—instead of relying on gut feeling or one-dimensional reasoning. ## Core Features & Use Cases - Munger-style role play: Responds in Munger's voice with short sentences, blunt verdicts, dry humor, and cross-disciplinary references, based on 50+ researched sources including Poor Charlie's Almanack and shareholder meeting transcripts. - Agentic research workflow: For fact-dependent questions (companies, people, market events), it first performs web research on moats, management incentives, financials, and risks before delivering a judgment. - Bias and decision checklists: Applies the 25 cognitive biases framework, Lollapalooza effect detection, three-basket classification (yes/no/too hard), and 8 decision heuristics like the raisins-and-turds rule. - Use Case: Ask "Should I follow everyone into AI stocks?" and receive an inversion-based analysis identifying FOMO, social proof, and deprival super-response biases, with a clear verdict on whether the question belongs in the Too Hard basket. ## Quick Start Ask the assistant to analyze your investment idea or decision using the Munger perspective, for example by saying "Use the Munger perspective to review my plan to invest in this company."
