R

recap

by @rohitg00v
4.5(120)

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。

agent-memorysession-summaryproject-recapcontext-managementai-agentGitHub
安装方式
npx skills add https://github.com/rohitg00/agentmemory --skill recap
compare_arrows

Before / After 效果对比

1
使用前

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。

使用后

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。

SKILL.md

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

  1. Parse $ARGUMENTS: today = current local date; this week = last 7 days; last <n> or bare numeric = most recent N; empty = last 10.
  2. Call memory_sessions, filter to the current project (match cwd against the working directory), apply the window, sort by startedAt descending.
  3. Group survivors by local calendar date (YYYY-MM-DD).
  4. Per session list id (first 8), title or first prompt, observation count, status. Indent 2-3 highlights (importance >= 7) from memory_recall.
  5. 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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统计数据

安装量12.1K
评分4.5 / 5.0
版本
更新日期2026年9月20日
对比案例1 组

用户评分

4.5(120)
5
37%
4
43%
3
13%
2
5%
1
2%

为此 Skill 评分

0.0

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时间线

创建2026年6月9日
最后更新2026年9月20日
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