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state_modifier was removed in this version of LangGraph; use the prompt parameter with a static system prompt string instead. Dynamic memory injection via configurable is deferred — memories are still saved by the save_user_memory tool, just not pre-loaded into the system prompt. Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>