WorkingMemory

{'type': 'object', 'required': ['task_content'], 'properties': {'client': {'type': 'object', 'properties': {'conversation_id': {'type': 'string', 'description': 'Opaque conversation/thread id.'}, 'conversation_title': {'type': 'string', 'description': 'Human-readable title (max 200 chars).'}}, 'description': 'Current client session context. Pass your conversation/thread id as conversation_id.', 'additionalProperties': False}, 'task_content': {'type': 'string', 'description': 'The task output/content to mine for durable facts (max 32KB).'}, 'task_description': {'type': 'string', 'description': 'Optional one-line description of the task, as extraction framing.'}}}

{'type': 'object', 'required': ['action', 'id'], 'properties': {'id': {'type': 'string', 'description': 'The memory item id to act on.'}, 'action': {'enum': ['delete'], 'type': 'string', 'description': 'The management action to perform.'}}}

{'type': 'object', 'required': ['text'], 'properties': {'text': {'type': 'string', 'description': 'The thought or note to save.'}, 'client': {'type': 'object', 'properties': {'conversation_id': {'type': 'string', 'description': "Opaque identifier; typically the client's conversation thread ID."}, 'conversation_title': {'type': 'string', 'description': 'Human-readable conversation title (max 200 chars; longer values truncated server-side).'}}, 'description': 'Optional context about the originating client session. Helps users later find saves from a specific conversation. `conversation_id` groups multiple saves; `conversation_title` is human-readable.', 'additionalProperties': False}}}

{'type': 'object', 'required': ['query'], 'properties': {'k': {'type': 'number', 'description': 'Max results (1–20). Defaults to a sensible value.'}, 'query': {'type': 'string', 'description': 'Semantic query.'}, 'client': {'type': 'object', 'properties': {'conversation_id': {'type': 'string', 'description': "Opaque identifier; typically the client's conversation thread ID."}, 'conversation_title': {'type': 'string', 'description': 'Human-readable conversation title (max 200 chars; longer values truncated server-side).'}}, 'description': 'Context about the CURRENT client session. Pass your conversation/thread id as `conversation_id` — it identifies this session for cross-session memory instrumentation and does NOT filter results (use the top-level `conversation_id` parameter for filtering).', 'additionalProperties': False}, 'dedupe_recent': {'type': 'boolean', 'description': 'Optional. When false, semantic matches that are also recent are still returned in `relevant` (raw semantic results rather than RAG-deduped). Defaults to true.'}, 'conversation_id': {'type': 'string', 'description': 'Optional. Restrict results to notes stamped with this conversation_id at save_memory time. Empty / whitespace-only values are treated as absent.'}}}