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MemClaw: A Project Workspace for OpenClaw That Actually Remembers

· 4 min read
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Running multiple projects in OpenClaw and tired of context getting mixed up? MemClaw gives each project its own workspace — switch between them instantly, and even share context between OpenClaw and Claude Code.

If you use OpenClaw across multiple projects, you’ve probably run into this:

You spent last week deep in a strategy session for one client. Today you switch to another, and the agent is still responding with the first client’s framing. Or a direction you agreed on two weeks ago has quietly disappeared — and now you’re re-explaining it from scratch, again.

This isn’t a bug. OpenClaw runs on a single shared memory space, so when you’re juggling multiple projects, context naturally bleeds together.

We built MemClaw to fix that.

What MemClaw Does​

The short version: it gives OpenClaw a project-based memory system.

Each project or client gets its own dedicated workspace. That workspace holds the project background, decisions you’ve made, documents you’ve produced, and tasks still in progress.

When you switch projects, the agent automatically loads the right workspace — it’s fully up to speed in about 8 seconds. No re-briefing, no re-explaining who the client is or where things stand.

What It Looks Like in Practice​

Say you’re running three things at once:

  • Client A: competitive research
  • Client B: planning a product launch
  • Client C: putting together a quarterly report

Before MemClaw, all three lived in the same memory pool. The agent would mix things up constantly. Now each one has its own workspace. You say “open Client A’s project” and the agent picks up exactly where you left off — what’s been done, what’s still open, what was decided.

Anything the agent produces during a session — documents, analyses, summaries — gets saved to that project’s workspace automatically. Come back a week later and it’s all still there, organized and ready to reference.

One More Thing: OpenClaw and Claude Code Can Share Context​

A lot of people use both OpenClaw and Claude Code, but the two have always been completely isolated. Notes from an OpenClaw session don’t exist in Claude Code, and vice versa. You end up copying context between tools manually.

MemClaw workspaces are built on Felo LiveDoc, so both agents can read and write to the same workspace. Project background you set up in OpenClaw is immediately available to Claude Code. Implementation notes from a coding session show up when you return to OpenClaw.

If you use both tools, this alone saves a lot of back-and-forth.

How to Install​

Send this to your OpenClaw agent:

“Please install the skill from https://github.com/Felo-Inc/memclaw”

Takes about a minute. The agent handles the installation itself.

Once it’s set up, everything is just natural language:

“Create a workspace for the Acme Corp project”
“Open the Acme Corp project”

No configuration, no file setup. Start a project, the workspace is there. Open it, the context is ready.

Who It’s For​

  • Freelancers managing multiple clients at once
  • Product managers tracking several initiatives in parallel
  • Founders or team leads who use AI across different functions
  • Anyone running both OpenClaw and Claude Code

If you’re only working on one project at a time, OpenClaw’s default memory is fine. But if you’re regularly switching between two or more projects, MemClaw removes a lot of the overhead that builds up over time.

MemClaw is free, and workspaces can be shared with teammates too.

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