MCAF is a framework for building software products with AI coding agents. It keeps all relevant context in a single repository, enabling teams to collaborate efficiently. MCAF integrates with AI agents like Claude, Codex, and Gemini to streamline software development workflows.
git clone https://github.com/managedcode/MCAF.gitMCAF is an innovative framework designed to facilitate the collaborative development of software products using AI coding agents. By leveraging this Claude Code skill, developers can streamline their coding processes, allowing AI agents to assist in generating code, debugging, and enhancing overall productivity. This automation skill is particularly beneficial for teams looking to integrate AI into their development workflows, making it easier to manage complex projects and accelerate delivery times. One of the key benefits of MCAF is its ability to reduce the time spent on repetitive coding tasks, enabling developers to focus on higher-level design and architecture. While the exact time savings are currently unknown, the framework's intermediate complexity suggests that teams can expect a significant boost in efficiency after a 30-minute implementation. This makes MCAF an attractive option for organizations aiming to optimize their workflow automation and enhance collaboration between human developers and AI agents. MCAF is particularly well-suited for developers, product managers, and AI practitioners who are looking to harness the power of AI in their software development processes. By integrating MCAF into their workflows, these professionals can take advantage of AI automation to improve code quality and reduce time-to-market for new features. Use cases for MCAF include building web applications, automating routine coding tasks, and enhancing existing software products with AI-driven functionalities. With an intermediate implementation difficulty, MCAF is accessible to those with a basic understanding of software development and AI principles. It seamlessly fits into AI-first workflows by enabling teams to collaborate with AI agents, thus transforming the way software products are built. As organizations increasingly adopt AI technologies, MCAF stands out as a valuable tool for enhancing productivity and fostering innovation in software development.
No install command available. Check the GitHub repository for manual installation instructions.
git clone https://github.com/managedcode/MCAFCopy the install command above and run it in your terminal.
Launch Claude Code, Cursor, or your preferred AI coding agent.
Use the prompt template or examples below to test the skill.
Adapt the skill to your specific use case and workflow.
I'm using MCAF to build a [PRODUCT] for [COMPANY] in the [INDUSTRY] sector. The product requires [FEATURES]. Can you help me outline the development plan and suggest AI agents that would be most effective for this project?
# MCAF Development Plan for [PRODUCT] at [COMPANY] ## Project Overview - **Product**: [PRODUCT] - **Industry**: [INDUSTRY] - **Key Features**: [FEATURES] - **AI Agents**: Claude (for natural language processing), Codex (for code generation), Gemini (for data analysis) ## Development Phases 1. **Requirements Gathering**: Use Claude to analyze user stories and create detailed specifications. 2. **Architecture Design**: Employ Claude to draft the system architecture based on the requirements. 3. **Code Generation**: Utilize Codex to generate initial code snippets for core functionalities. 4. **Data Integration**: Leverage Gemini to process and integrate data from various sources. 5. **Testing and Optimization**: Use Claude to write test cases and optimize the code. ## Collaboration Workflow - **Repository**: All context and code will be maintained in a single MCAF repository. - **AI Agent Roles**: Each AI agent will have a specific role to ensure efficient collaboration. - **Human Oversight**: Human developers will review and refine the AI-generated outputs.
Simple data integration for modern teams
IronCalc is a spreadsheet engine and ecosystem
Business communication and collaboration hub
Customer feedback management made simple
Enterprise workflow automation and service management platform
Automate your spreadsheet tasks with AI power