Read Working Memory

nowledge-co/community/nowledge-mem-pi-package/skills/read-working-memory

作者 nowledge-co1f4d7eb61466dbfc93ce8d7a0a806c4d4a196dd0無授權條款收錄於 2026年10月9日更新於 2026年10月9日

Load today's Working Memory briefing at session start. Shows your current focus areas, priorities, and recent knowledge changes across all AI tools.

AI 產生的概覽

在對話開始時載入當日工作記憶簡報,呈現目前關注領域、優先事項與近期知識變動。

功能
此技能指示代理在對話開始時執行 nmem 命令列工具,讀取工作記憶簡報。簡報包含依近期活動排序的活躍關注領域、優先事項、未解決標記、近期活動,以及指向特定記憶的深層連結。它也說明何時應略過簡報,以及如何在對話中引用這些脈絡。
適用情境
適用於新對話開始時、中斷後重新回到某個專案時,或需要近期工作脈絡時。也適用於使用者詢問自己正在做什麼,或提到近期優先事項與決策的情境。
執行需求
需要安裝並可用的 nmem 命令列工具,且能存取使用者的記憶儲存。多代理或多空間情境會用到選用環境變數(NMEM_AGENT_ID、NMEM_SPACE、NMEM_HOST_AGENT_ID)以及 --space 參數。此技能未附帶指令碼。

Read Working Memory

Start every session with context. Use Context Bundle when owner identity, AI Identity, active scope, or rules could matter; it includes Working Memory. Use Working Memory alone for the lighter daily briefing.

When to Use

At session start:

  • Beginning of a new conversation
  • Returning to a project after a break
  • When context about recent work would help

During session:

  • User asks "what am I working on?" or "what's my context?"
  • User references recent priorities or decisions
  • Need to understand what has been happening across tools

Skip when:

  • Already loaded this session
  • User explicitly wants a fresh start
  • Working on an isolated, context-independent task

Usage

bash
nmem --json context --source-app pi

If the runtime already knows the current project or agent lane, add --space "<space name>". Multi-agent orchestrators can set NMEM_AGENT_ID="<agent-slug>" before launching the child agent. Add NMEM_SPACE only when that whole run should override the identity's default space. Use NMEM_HOST_AGENT_ID only for advanced external aliases.

For only Working Memory:

bash
nmem --json wm read

What You'll Find

  • Active Focus Areas: Topics you're currently engaged with, ranked by recent activity
  • Priorities: Items flagged as important or needing attention
  • Unresolved Flags: Contradictions, stale information, or items needing verification
  • Recent Activity: What changed in your knowledge base since the last briefing
  • Deep Links: References to specific memories for further exploration

How to Use This Context

  1. Read once at session start. Don't re-read unless asked.
  2. If Context Bundle was already loaded and includes Working Memory, do not read Working Memory again.
  3. If the task is clearly a continuation, review, regression, release, or prior-decision question, move directly into search-memory after the briefing.
  4. Reference naturally when it connects to the current task.
  5. Share only the parts relevant to what the user is working on.
  6. Insights saved in other tools (Claude Code, Cursor, Codex) appear here automatically.

If the response includes exists: false, mention there's no briefing yet and continue.

Links

來源與署名

來源:nowledge-co/community位於nowledge-mem-pi-package/skills/read-working-memory提交1f4d7eb

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