{"repo":"miltonian/principles","free":true,"listed":false,"github":"https://github.com/miltonian/principles","clone":"git clone https://github.com/miltonian/principles.git","description":"Generate specialized AI agents using first principles thinking.","language":"TypeScript","stars":30,"topics":["agents","openai","claude","evals","harness-engineering"],"license":"MIT","category":"ai-agents","readme_excerpt":"Principles Framework Principles is a powerful and flexible framework that enables you to generate specialized AI agents based on a goal or problem statement. By applying first principles thinking , Principles breaks down your goal into its most fundamental truths or components—the smallest, indivisible parts of the problem. It then generates a network of collaborating agents that address each fundamental component. This approach allows you to create highly effective AI solutions tailored to your specific needs, enabling you to process subsequent prompts with greater accuracy and efficiency than general-purpose language models. Note: This framework was designed as an experiment, and the code may require refining in some places. For a more exhaustive discussion of the Principles Framework, explore the blog post here. Influences This framework was heavily influenced by the following: - OpenAI Swarm - Breaking Down Complexity: A Journey into Multi-Agent Systems and the Future of Collaborative AI Table of Contents - Principles Framework - Influences - Table of Contents - Features - Installation - Prerequisites - Steps - Getting Started - Usage - Generating Agents - Running the Agents - How It Works - Detailed Workflow of Agent Generation and Execution - Advanced Features and Functionality - Extensibility and Integration - Error Handling and Validation - Simplified Example Workflow - Step 1: Generate Agents Based on a Goal or Problem Statement - Step 2: Use the Agents to Process Pr","default_branch":null,"files":null,"tree":[],"storefront":"/r/miltonian","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/miltonian/principles/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}