recap
此技能用于总结智能体在当前项目的最近N次会话,按日期分组并突出显示关键观察结果。它能帮助用户快速回顾项目进展,理解智能体的工作上下文,从而提高决策效率和项目管理能力。特别适用于需要快速了解智能体近期活动或项目状态的场景。
npx skills add https://github.com/rohitg00/agentmemory --skill recapBefore / After 效果对比
1 组在没有此技能之前,用户需要手动回顾和整理过去的项目会话记录,耗时且容易遗漏关键信息,导致对项目进展的理解不全面,决策效率低下。
该 Skill 能自动汇总指定数量的近期智能体项目会话,按日期分组并突出显示重要观察,大幅节省回顾时间,确保信息完整性,从而提升决策质量。
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 bystartedAtdescending. - 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.
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