Read Working Memory

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

by nowledge-co1f4d7eb61466dbfc93ce8d7a0a806c4d4a196dd0No licenseListed Oct 9, 2026Updated Oct 9, 2026

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

AI-generated overview

Loads a daily Working Memory briefing at session start, showing focus areas, priorities and recent knowledge changes.

What it does
This skill instructs an agent to load a Working Memory briefing at the start of a session by running the nmem command-line tool. The briefing surfaces active focus areas, priorities, unresolved flags, recent activity and deep links to specific memories. It also explains when to skip the briefing and how to reference the context during the session.
When to use it
Use it at the beginning of a new conversation, when returning to a project after a break, or when the user asks what they are working on or references recent priorities. Skip it if the briefing was already loaded in the session or the task is isolated and context-independent.
Requirements
Requires the nmem command-line tool to be installed and available, with access to the user's stored memory data. Optional environment variables (NMEM_AGENT_ID, NMEM_SPACE, NMEM_HOST_AGENT_ID) and a --space flag can be used. No scripts are shipped; the skill is instructions only.

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

Source and attribution

Source:nowledge-co/communityinnowledge-mem-omp-plugin/skills/read-working-memoryat commit1f4d7eb

License: No license

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