Topology-Consistent Task Planning over Cellular Workflow Complexes for LLM-based Agents
TopoPlanner is presented, a topology-consistent planning framework that lifts tool dependency graphs into cellular workflow complexes and uses them as topologyaware context for LLM tool planning.