Propose or save a direct durable update into Org Brain or User Brain. Use this for requests like update our org brain, add this to Brain, remember this for the organization, save this as team memory, or update my private Brain. Do not create or update Contexts or Workflows when the user asks to update Brain unless they explicitly ask for those surfaces. For the smoothest UX, call with scope=auto and confirmed=false when you notice a durable memory or need scope confirmation; Oi will return a confirmation prompt and saveArguments. If the user has already explicitly asked to update Org Brain or User Brain with specific content, choose scope=organization or scope=user and set confirmed=true. Use scope=organization for organization-wide facts, vocabulary, policies, approval rules, shared project context, or repeated team workflows that should apply to the current organization. Use scope=user for personal preferences, recurring individual working style, or user-specific context that should follow the authenticated user. Confirmed Brain updates use an AI markdown update pass: compare the latest Brain markdown with the requested change, preserve existing structure, create headings when needed, add only missing guidance, and make the smallest accurate edit. Return a simple saved response when a new version is released, or a simple no-change response when the requested guidance appears to already exist in some capacity. Never save one-off task details, guesses, secrets, credentials, sensitive private data, or unconfirmed assumptions.