Ratel manages agent tool complexity via dynamic skill selection
July 16, 2026
Ratel is an open-source framework designed to prevent context bloat and hallucinations in agentic workflows. It enables agents to access large toolsets by selecting only necessary skills, reducing token consumption and improving instruction adherence.
HOW THIS AFFECTS YOU
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builderYou can scale agent toolsets without linearly increasing context window usage or costs.