rt-munger

What problem does it solve?

It helps you make higher-quality investment and decision choices by applying Charlie Munger’s multidisciplinary mental models to identify hidden risks, cognitive biases, and the ways your plan can fail.

Core Features & Use Cases

• Inversion-first reasoning: Finds the wrong ways to think and the failure modes that guarantee bad outcomes, then works backward to what to do instead.
• Cognitive-bias detection: Scans for the specific biases (and “lollapalooza” combinations) that commonly distort judgment in investing and business decisions.
• Circle-of-competence discipline: Encourages staying inside what you can truly evaluate, using margin of safety, opportunity cost, and “too hard” triage.

Use cases: stock and thesis review, capital allocation decisions, evaluating business models for moat and incentive fit, and decision-making quality checks under uncertainty.

Quick Start

Ask rt-munger to analyze your investment decision by first listing the most likely ways it could go wrong, the cognitive biases involved, and then proposing what evidence would change its conclusion.