{
  "description": "Search stored memories for relevant context.",
  "prompt": "## memory_recall\n\nSearch stored memories for relevant context using OptMem's bounded memory index.\n\n**Calling convention:**\n```\nmemory_recall(query=\"keyword\")\n```\n- `query`: regular expression or short search term.\n\n**Returns:** matching memory records from the persistent OptMem store.",
  "cmd": "input=$(cat); query=$(printf '%s' \"$input\" | jq -er '.query'); MEMO_TOOLS=1 MEMORY_DIR=\"${XDG_DATA_HOME:-$HOME/.local/share}/ollie/optmem\" exec \"${XDG_CONFIG_HOME:-$HOME/.config}/ollie/optmem/memo\" recall \"$query\"",
  "args": {
    "type": "object",
    "required": ["query"],
    "properties": {
      "query": {"type": "string", "description": "Search keyword or regular expression"}
    }
  },
  "tier": "cold",
  "scope": "read"
}