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 (matchcwdagainst 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.

