OpenKoi

OpenKoi revolutionizes code development by employing a self-iterating agent to ensure high-quality output. Key capabilities include: • Continuous self-evaluation against quality rubrics • Automatic code refinement through iterative passes • Support for various large language models • Native command-line interface with minimal footprint • OpenClaw Skill system compatibility Unlike traditional code generation tools that provide a single draft, OpenKoi rigorously reviews its own work. It plans, executes, evaluates, and refines code, iterating until predefined quality thresholds for correctness, safety, and style are met. This process significantly reduces the need for manual developer intervention, eliminating the cycle of re-prompting and repeated corrections. It also helps in persistent learning, as patterns from successful iterations can be retained locally, improving the agent's performance over time without continuous re-teaching. Built as a single Rust binary with zero dependencies, OpenKoi boasts a fast startup time and low memory usage, making it ideal for integration into existing developer workflows. It is model-agnostic, allowing users to switch between different large language models like Claude, GPT, Gemini, or local models with a simple flag, ensuring no vendor lock-in. The platform also features an interactive REPL, a flexible three-tier plugin system, and full compatibility with OpenClaw Skills, enhancing its adaptability and extensibility. OpenKoi is perfect for developers seeking to streamline their coding process, engineering teams aiming for higher code quality, and researchers needing a robust, iterative code generation and refinement tool that operates locally and respects data privacy.