Do I need to install anything else to use this skill?

Yes, for full functionality it is recommended to have the nmem-cli installed via pip or pipx, though it can fall back to reading local markdown files.

How does this skill help with cross-tool continuity?

Because it reads from a centralized knowledge base, insights or decisions made in tools like Cursor or Codex are visible to Claude Code during its next session.

Can I use this skill with a remote Nowledge Mem server?

Yes, by configuring your API URL and API Key in the config file or environment variables, the skill can fetch your memory from remote instances.

When is the best time to trigger this skill?

It is most effective at the very beginning of a new conversation or when returning to a project after a significant break to ensure the AI is up to date.

What is a Working Memory briefing?

It is a synthesized summary of your active projects, priorities, and recent changes stored in your Nowledge Mem knowledge base, designed to give AI tools immediate context.

Working Memory Briefing

Name: Working Memory Briefing
Author: nowledge-co

bynowledge-co

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Productivity & Workflow

Retrieves your daily working memory briefing to provide persistent context and continuity across coding sessions.

The Working Memory skill bridges the context gap between separate AI coding sessions and different development tools. By synthesizing data from your Nowledge Mem knowledge base, it provides Claude with an immediate overview of active focus areas, high-priority tasks, unresolved contradictions, and recent activity. This ensures that every time you start a new session in Claude Code, the AI is already aligned with your project's current state, recent decisions, and pending flags without needing manual catch-up.

Key Features

0161 GitHub stars

02Automatic identification of unresolved flags and stale information

03Local fallback support via filesystem when CLI is unavailable

04Deep links to specific memories for granular information retrieval

05Daily synthesized briefings of active focus areas and priorities

06Cross-tool continuity for insights from Cursor, Claude Code, and Codex

Use Cases

01Auditing recent knowledge base changes and identifying pending contradictions

02Synchronizing project context between different IDEs and command-line interfaces

03Resuming complex development tasks after a break or context switch

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add nowledge-co/community read-working-memory

For use in Claude.ai and ChatGPT

Download Skill