The user wants a recap. Time window args: $ARGUMENTS

Parse $ARGUMENTS to determine the window:

today -> sessions started on the current local date
this week -> sessions started in the last 7 days
last <n> -> the most recent N sessions
bare numeric -> treat as last <n>
empty -> default to last 10

Call the memory_sessions MCP tool, then filter to the current project (match by cwd against the working directory). Apply the time window. Sort by startedAt descending.

Group the surviving sessions by their local calendar date (YYYY-MM-DD). For each date:

List each session: id (first 8 chars), title or first prompt, observation count, status
Indent two or three highlight observations per session (importance >= 7) drawn from memory_recall with a per-session query, limit 3

End with a one-line total: "N sessions across M days, K observations."

If MCP tools are unavailable, fall back to HTTP: GET $AGENTMEMORY_URL/agentmemory/sessions and POST $AGENTMEMORY_URL/agentmemory/recall with Authorization: Bearer $AGENTMEMORY_SECRET when set. Do not invent sessions; if the window is empty, say so.