Prime Agent

Prime Agent is an open-source coding harness designed for self-improvement, built upon two core abstractions: the Recursive Language Model (RLM) and the Continual Harness. Key features include: • Recursive Language Model for advanced code interpretation • Continual Harness for iterative refinement and learning • High-performance code generation • Multi-agent communication and orchestration • Proven performance on complex reasoning benchmarks This robust framework allows developers to create sophisticated systems that continuously enhance their coding capabilities. The RLM enables deep contextual understanding and generation of programmatic solutions, while the Continual Harness facilitates a loop of testing, feedback, and improvement, ensuring the system evolves over time. Prime Agent excels in tackling intricate problems, as demonstrated by its 95.5% achievement on ARC-AGI-3 with Opus 5, surpassing human expert baselines. This makes it an invaluable asset for research and development teams pushing the boundaries of what's possible in software creation. Ideal for software engineers, research scientists, and developers who require powerful, adaptable coding systems that can autonomously learn and optimize their output, accelerating development cycles and enabling more complex problem-solving.