---
name: First Principles Hypothesis Framework
description: First Principles reasoning framework with hypothesis generation, logical and evidence validation, layered trust audit (L0/L1/L2), and reliability scoring
---

# First Principles Hypothesis Framework

First Principles reasoning framework with hypothesis generation, logical and evidence validation, layered trust audit (L0/L1/L2), and reliability scoring

What is it?
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.

## How to use it?
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.

## Key Features

* First Principles reasoning framework with hypothesis generation, logical and evidence validation, layered trust audit (L0/L1/L2), and reliability scoring
* Seamless integration with Claude's development workflow
* Comprehensive guidelines and best practices for first principles hypothesis frameworkView on GitHub

### GitHub Stats
StarsForksLast UpdateAuthorNeoLabHQLicenseGPL-3.0Version1.0.0

### Categories
AI & MLDeveloper Tools

### Tags
first-principleshypothesisdecision-frameworkevidence-basedmulti-agent

### Features

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**Source**: https://github.com/NeoLabHQ/context-engineering-kit/tree/master/plugins/fpf/skills/propose-hypotheses
**Author**: NeoLabHQ
**License**: https://www.gnu.org/licenses/gpl-3.0.html
**GitHub Stars**: 433
**Tags**: first-principles, hypothesis, decision-framework, evidence-based, multi-agent