read-working-memory

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Read the user's daily Working Memory briefing at session start or when recent priorities matter. This gives Gemini CLI cross-tool continuity without bloating the main prompt.

nowledge-co By nowledge-co schedule Updated 6/9/2026

name: read-working-memory description: Read the user's daily Working Memory briefing at session start or when recent priorities matter. This gives Gemini CLI cross-tool continuity without bloating the main prompt.

Read Working Memory

Use MCP read_context_bundle when startup identity, agent lane, space scope, or Rules could matter. It includes Working Memory plus the full owner/AI Identity/scope/rules contract.

If Context Bundle is unavailable or you only need current priorities, use MCP read_working_memory or:

nmem --json wm read

CLI Context Bundle fallback:

nmem --json context --source-app gemini-cli

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 Gemini CLI. Add NMEM_SPACE only when that whole run should override the identity's default space. Use NMEM_HOST_AGENT_ID only for advanced host-id aliases.

When to Use

  • At session start
  • When resuming work after a break
  • When the user asks what they are focused on now
  • When the current task clearly depends on recent priorities or active initiatives

Usage Pattern

  • Read Context Bundle or Working Memory once near the start of a session.
  • If Context Bundle was already loaded and includes Working Memory, do not read Working Memory again.
  • Reuse that context mentally instead of re-reading on every turn.
  • Refresh only if the user asks, the session context changed materially, or a long-running session clearly needs it.
Install via CLI
npx skills add https://github.com/nowledge-co/nowledge-mem-gemini-cli --skill read-working-memory
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