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- Normalize replayed `tool_search_call` and `tool_search_output` items into Gemini function call and output pairs. - Map discovered tool names and namespaces appropriately during tool search history serialization. - Emit `tool_search_call` output items with proper lifecycle statuses and arguments in response translation. Closes: #5588