Series, write

Learn from series

Read what a series' published posts say about how this person writes, and propose memory lines from them. It writes no memory row: the lines are parked until they are saved. One AI action.

MCP

{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "learn_from_series",
    "arguments": {
      "project_id": "<uuid>",
      "series_id": "<uuid>"
    }
  }
}

Input

Returns

The proposed lines with their kind, the proposal id, and how many free AI actions are left today. Nothing is saved: the memory group's save_memory_lines writes the ones that are kept, and discard_memory_proposal drops the rest.