Read Working Memory

nowledge-co/community/nowledge-mem-omp-plugin/skills/read-working-memory

作者 nowledge-co1f4d7eb61466dbfc93ce8d7a0a806c4d4a196dd0无许可证收录于 2026年10月9日更新于 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 生成的概览

在会话开始时加载当日工作记忆简报,显示当前关注领域、优先事项和近期知识变化。

功能
该技能指示智能体在会话开始时通过运行 nmem 命令行工具加载工作记忆简报。简报会呈现当前关注领域、优先事项、未解决的标记、近期活动以及指向具体记忆的深层链接。它还说明了何时应跳过简报,以及如何在会话中引用这些上下文。
适用场景
适用于新对话开始时、中断后重新回到某个项目时,或用户询问自己在做什么、提到近期优先事项时。如果本次会话已加载过简报,或任务独立且与上下文无关,则应跳过。
运行要求
需要安装并可使用 nmem 命令行工具,并能访问用户已存储的记忆数据。可选使用环境变量(NMEM_AGENT_ID、NMEM_SPACE、NMEM_HOST_AGENT_ID)以及 --space 参数。该技能不附带脚本,仅为说明文档。

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 omp

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

来源与署名

来源:nowledge-co/community位于nowledge-mem-omp-plugin/skills/read-working-memory提交1f4d7eb

许可证: 无许可证

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