Image: The Decoder / Anthropic Claude Cowork Can Now Learn a Workflow by Watching You Do It Once
Anthropic's new Record a Skill feature lets Pro, Max, and Team users screen-record a task while narrating it, and Claude converts the recording into a reusable, automated Skill. No prompt writing required.
Anthropic shipped a new feature for Claude Cowork on July 21 called Record a Skill. The idea is simple: do a task on your computer while recording your screen and talking through what you’re doing, and Claude converts that demonstration into a Skill it can run on its own later.
The feature is available to Pro, Max, and Team subscribers through the + menu in the Claude desktop app.
How It Works
When you start a recording, Claude Cowork captures your screen activity, mouse clicks, keystrokes, and voice commentary. You perform the task as you normally would and explain your decisions as you go, including any rules, exceptions, or judgment calls that don’t show up in the clicks themselves.
When the recording ends, Claude processes the demonstration and creates a structured Skill that encodes what you did and why. That Skill is saved to your account and can be triggered by name for any future instance of the same task.
The pitch is that demonstration replaces documentation. Instead of writing out a process in a system prompt or building a custom workflow in a no-code tool, you just do the thing once while explaining it, and Claude handles the rest.
What It’s Good For
Anthropic and third-party coverage both point to the same categories of strong candidates: weekly reports, presentation formatting, research briefs, content operations, spreadsheet preparation, customer support triage, and quality checks. The common thread is that these are tasks with a visible, repeatable structure and a clear result you can verify.
The feature is less suited to anything involving passwords, financial transactions, or confidential data. Anthropic hasn’t published a dedicated retention or privacy policy for recorded workflows yet, so the practical guidance from people who have used it is to close sensitive applications before starting a recording and use sanitized examples where possible.
Why This Matters for Coding Workflows
The broader Cowork platform is Anthropic’s push into knowledge work automation, and most of the coverage so far has focused on business tasks. But the same mechanic applies to developer workflows: code review checklists, deployment runbooks, testing sequences, or any repeatable engineering task that’s currently documented in a wiki nobody reads.
Claude’s underlying Computer Use capability means it can interact with the same applications you do, including terminals, browsers, and IDEs. A recorded Skill that shows how to prepare a pull request for review, or how to triage an error log, becomes something Cowork can run against new inputs without a human walking through the steps each time.
The Record a Skill feature is available now for Pro, Max, and Team plans. Enterprise availability hasn’t been announced separately.