Summarize the last N agent sessions for the current project, grouped by date, with highlight observations per session. Use when the user asks "recap", "what…
The user wants a recap. Time window args: $ARGUMENTS
Quick start
memory_sessions { "limit": 30 }
Then per surviving session: memory_recall { "query": "<top concepts>", "limit": 3 }.
Expected output:
2026-06-07
7f3a9c2 · "Auth refresh rework" · 14 obs · completed
- [8] Rotate refresh tokens on every use
3 sessions across 2 days, 41 observations.
Why
Only summarize sessions and observations the tools returned. An empty window is
a real answer, not a prompt to invent activity.
Workflow
Parse $ARGUMENTS: today = current local date; this week = last 7 days;
last <n> or bare numeric = most recent N; empty = last 10.
Call memory_sessions, filter to the current project (match cwd against the
working directory), apply the window, sort by startedAt descending.
Group survivors by local calendar date (YYYY-MM-DD).
Per session list id (first 8), title or first prompt, observation count,
status. Indent 2-3 highlights (importance >= 7) from memory_recall.
End with "N sessions across M days, K observations."
Anti-patterns
WRONG: window is empty, so you summarize "a productive week of auth work" from
memory of the conversation.
RIGHT: "No sessions in the last 7 days for this project."
Checklist
Window parsed correctly from the argument.
Sessions filtered to the current project's cwd.
Highlights come from memory_recall, not paraphrase.
Totals line reflects the actual counts shown.
See also
handoff, session-history, recall: same session data, different lens.
Troubleshooting
See ../_shared/TROUBLESHOOTING.md if memory_sessions or memory_recall is not available.don't have the plugin yet? install it then click "run inline in claude" again.