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5 lessons ~25 min Intermediate

Use the knowledge you already saved to move one real task from one AI tool to another. You will create a work brief, leave a clear checkpoint, and continue without retelling the whole story.

Start lesson 1

What you’ll build

By the end of this course, you will have a reusable workflow for a task that crosses AI sessions or tools:
Work brief
First pass
Handoff checkpoint
Continue
Close the loop
This course uses a sample task: preparing the content for a new product landing page. Replace it with a task you genuinely need to finish.

Before you start

  • Complete the Essentials course.
  • Keep Mem running.
  • Connect two AI tools you use, such as Codex and Claude Code. They must connect to the same Mem.
  • Choose a task that can safely be split into two small steps.
Connected tools can use the same knowledge in Mem, but they do not become one shared chat. The handoff checkpoint is what tells the next tool where the work stopped and what to do next.

Course path

01

Create a work brief

Leave one concise source of truth for the task.

02

Start with your first AI

Make the first useful pass without pasting the brief again.

03

Save a handoff checkpoint

Record the state the next AI actually needs.

04

Continue in another AI

Let a fresh tool find the brief and checkpoint, then take the next step.

05

Close the loop

Preserve the result so the next session starts with the latest truth.

What this course does not assume

You do not need a specific AI tool or automatic transcript capture. A durable work brief and a concise handoff checkpoint are enough for the core path. If your connector saves full sessions, that history can be useful later, but it does not replace the checkpoint.

Go deeper

Read the Nowledge Mem Docs about connectors and Threads to see how support differs by tool.