First Principles Hypothesis Framework

First Principles reasoning framework with hypothesis generation, logical and evidence validation, layered trust audit (L0/L1/L2), and reliability scoring Built for use cases involving first-principles, hypothesis, decision-framework, evidence-based, multi-agent.

Install this skill in your Claude environment to enhance first principles hypothesis framework capabilities. Once installed, Claude will automatically apply the skill's guidelines when relevant tasks are detected. You can also explicitly invoke it by referencing its name in your prompts.

The full source and documentation is available on GitHub.