The framework enables users to transform existing software systems into autonomous agents capable of executing commands and skills through plain-text configuration files, facilitating automation and integration across various platforms without vendor dependencies or complex installations. Its key features include open-source accessibility, compatibility with multiple AI runtimes such as Claude-Code and Codex, seamless agent installation via command-line interface, and the ability to automate complex workflows—such as exporting models or connecting with construction tools—by writing simple, forkable scripts. This tool addresses challenges in automating engineering, architecture, and construction tasks by simplifying integration, reducing development time and costs, and empowering professionals to create customized AI-driven workflows tailored to their specific industries and existing software ecosystems.
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