affaan-m/ECC
ECC is a harness-native operator system designed for agentic AI work, providing a comprehensive solution with skills, memory optimization, security, and research-first development across multiple A...
Awesome AI Agents › Multi-Agent Frameworks
Clippinator is an AI-powered programming assistant designed to help users develop software projects more efficiently by autonomously planning, writing, debugging, and testing code. It operates through a multi-agent system based on GPT-4, where a main agent called Taskmaster oversees the overall development process and delegates specific tasks to specialized subagents such as Architect, Writer, Frontender, Editor, QA, and Devops. These agents collaborate to understand project requirements, design the project architecture, implement code, and ensure quality through testing and linting. The tool supports a workflow where it can work independently or in collaboration with a human user, allowing for high-level guidance or detailed intervention depending on the complexity of the project. Clippinator uses various tools including file manipulation, terminal commands, browser automation with Selenium, and linting tools like pylint to facilitate development. It maintains a project structure and architecture that is shared among agents, enabling coordinated progress and error tracking. Users can interact with Clippinator via command line, providing API keys for OpenAI and optionally SerpAPI for enhanced search capabilities. The system supports long-running sessions with state saving and allows user feedback during execution to refine the development process. The architecture is text-based, listing files and their contents, which agents use to guide implementation. Clippinator aims to accelerate software development by combining AI's speed and automation with human oversight to correct mistakes and provide direction. It is particularly useful for projects where autonomous coding can handle routine tasks, freeing developers to focus on higher-level design and problem-solving. The project emphasizes modularity, extensibility, and integration with existing development tools to create a powerful AI-assisted coding environment.
https://github.com/ennucore/clippinator
ECC is a harness-native operator system designed for agentic AI work, providing a comprehensive solution with skills, memory optimization, security, and research-first development across multiple A...
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