nowledge-co Read Working Memory
Start every session with context. Use Context Bundle when you need owner identity, AI Identity, active scope, active rules, and Working Memory together. 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's been happening across tools
Skip when:
- Already loaded this session
- User explicitly wants a fresh start
- Working on an isolated, context-independent task
Usage
Prefer Context Bundle for startup or multi-agent sessions:
nmem --json context --source-app generic-agent
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.
Read Working Memory alone when you only need current priorities:
nmem --json wm read
If it succeeds but reports exists: false, say there is no Working Memory briefing yet.
If the host already knows a project or agent lane, add --space "<space name>" to either command.
Only fall back to ~/ai-now/memory.md for older local-only Default-space setups.
What You'll Find
The Working Memory briefing contains:
- 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
- Read once at session start — don't re-read unless asked
- Reference naturally — mention relevant context when it connects to the current task
- Continuation handoff — if the task looks like a review, regression, release, resume, or prior-decision question, move straight into
search-memoryafter the briefing instead of stopping here - Don't overwhelm — share only the parts relevant to what the user is working on
- Avoid duplicate startup reads — if Context Bundle was already loaded and includes Working Memory, do not read Working Memory again
- Cross-tool continuity — insights saved in other tools (Cursor, Claude Code, Grok, Codex) appear here
Examples
# Read today's briefing
nmem --json wm read
# Legacy local-only fallback
test -f ~/ai-now/memory.md && cat ~/ai-now/memory.md || echo "No Working Memory found. Ensure Nowledge Mem is running with Background Intelligence enabled."
About Working Memory
Working Memory is generated daily by Nowledge Mem's Background Intelligence. It synthesizes your recent knowledge activity into a concise briefing that any connected AI tool can read.
Updated daily at your configured briefing time (default: 8 AM local time).
Shared across tools — connected tools read the same lane's briefing. Save an insight in one tool, and that lane's next briefing reflects it for the others.
Links
Native Connector
These skills work in any agent via CLI. For auto-recall, auto-capture, and graph tools, check if your agent has a native Nowledge Mem connector — run the check-integration skill or see https://mem.nowledge.co/docs/integrations