Agent skill
read-working-memory
Load today's Working Memory briefing at session start. Shows your current focus areas, priorities, and recent knowledge changes across all AI tools.
Install this agent skill to your Project
npx add-skill https://github.com/nowledge-co/community/tree/main/nowledge-mem-pi-package/skills/read-working-memory
SKILL.md
Read Working Memory
Start every session with context. Your Working Memory is a daily briefing synthesized from your knowledge base, covering what you're focused on and what changed recently.
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
nmem --json wm read
If the runtime already knows the current project or agent lane, add --space "<space name>".
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
- Read once at session start. Don't re-read unless asked.
- If the task is clearly a continuation, review, regression, release, or prior-decision question, move directly into
search-memoryafter the briefing. - Reference naturally when it connects to the current task.
- Share only the parts relevant to what the user is working on.
- 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
Recommended Agent Skills
Expand your agent's capabilities with these related and highly-rated skills.
search-memory
Search your personal knowledge base when past insights would improve response. Recognize when stored breakthroughs, decisions, or solutions are relevant. Search proactively based on context, not just explicit requests.
check-integration
Check Nowledge Mem setup, detect your agent, and guide native plugin installation. Use when the user asks about setup, configuration, or when memory tools aren't working as expected.
distill-memory
Capture breakthrough moments and valuable insights as searchable memories in your knowledge base.
read-working-memory
Read your daily Working Memory briefing to understand current context. Contains active focus areas, priorities, unresolved flags, and recent knowledge changes. Load this automatically at the beginning of sessions for cross-tool continuity.
status
Check Nowledge Mem connection status, server version, CLI version, and configuration. Use when diagnosing issues or verifying setup.
save-handoff
Save a concise handoff summary only when the user explicitly requests it. Use this for resumable progress notes in generic agent environments where a real session importer is not guaranteed.
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