The research team released OmniHarness, a vision agent framework that abstracts verified workflows into reusable strategies through self-practice, result inspection, and symbolic strategy learning. It achieves a 95% solve rate on ComfyBench creative tasks and a 92.5% overall solve rate with the Codex GPT-4o configuration.