rohitg00/agentmemory

recap

Summarize the last N agent sessions for the current project, grouped by date, with highlight observations per session.

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

Quick start

json
memory_sessions { "limit": 30 }

Then per surviving session: memory_recall { "query": "<top concepts>", "limit": 3 }.

Expected output:

text
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

  1. Parse $ARGUMENTS: today = current local date; this week = last 7 days;

last <n> or bare numeric = most recent N; empty = last 10.

  1. Call memory_sessions, filter to the current project (match cwd against the

working directory), apply the window, sort by startedAt descending.

  1. Group survivors by local calendar date (YYYY-MM-DD).
  2. Per session list id (first 8), title or first prompt, observation count,

status. Indent 2-3 highlights (importance >= 7) from memory_recall.

  1. 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 `memorysessions or memory_recall` is not available.

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