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The paper introduces RIPPLE, a method for persistent prompt-policy editing in workflow synthesis that addresses edit locality and composition sensitivity, improving validation success by up to 23.1% on a synthetic benchmark.
AgentCo-op is a retrieval-based synthesis framework for composing interoperable multi-agent workflows from reusable skills, tools, and external agents. It uses typed artifact handoffs and bounded self-guided local repair, achieving strong results on benchmarks and enabling collaborative discovery in open-world genomics tasks.