🚨 THIS IS SO WILD Microsoft just open sourced a free tool that records you doing a task ONCE — and your AI agent repeats it forever. the GitHub repo already has 3,400+ stars. It lets you: → record a real work session: screen, clicks, windows, pages, even your... narration → have Copilot reconstruct it as one intent plus an ordered step list → turn that one run into a Skill the agent runs on demand → or an Automation on a schedule — same procedure, no hands → generalize from one example: teach it one form, it submits all of them no replaying your clicks like a macro. it prefers the agent's native tools and learns the general case. this is where one-person businesses are headed. save this for later.show more

Honest part: source release (v0.5.0), requires a GitHub account with Copilot access, macOS primary with Windows 11 support. The agent generalizes — but you still review the reconstruction before it becomes a skill.

Recording a session once and replaying it is neat, but the real challenge is handling UI drift — any layout change breaks the flow. Curious how they handle that. We use browser automation for similar stuff, and visual selectors help.

The sharper detail in the README: it doesn't replay your clicks, it translates them into native tools like `gh` and `web_fetch`. So layout changes don't break it. You do need a Copilot-enabled GitHub account for the analyze step, and macOS is the primary target.

This is actually wild

thanks

@vicky_grok wow, this could save so much time for repetitive tasks. gotta try it out!

This will be very useful for Indian SMEs that spend hours on repetitive data entry for GST portals or bank reconciliations. But the real challenge is how it handles slow govt websites & session timeouts. If it can navigate those errors on its own, it is a winner.

Amazing shere

thanks

great

@tati

One capture. A reusable operator. The workflow compounds when the desk can replay intent.

Nice tool!

Recording the happy path is the easy 20%. What breaks these is the exception: a popup, a renamed field, an empty list. Ship tonight: before the skill runs, add a precondition check ("does element X exist?") that fails loud instead of clicking blind. Same rule as any n8n workflow.

Impressive share

Well share

Record once, repeat forever, huge

Agreed

Solid

That's great

Useful for list building if it survives UI changes. How does it handle sites randomizing selectors?

3400 stars means 3400 people who haven't yet discovered their one recorded task involves a login screen with 2FA.

Great share

The important boundary is review. The agent creates an intent and ordered steps, but the reconstruction still needs approval before becoming a reusable skill. That keeps one bad recording from becoming repeated automation.

This could make training agents way easier without writing endless instructions

What's the resource usage like? wonder if it slows down machines a bit. but with that much stars, seems worth checking.

Damn good mate 🙌❤‍🩹

录一次就能无限复刻，听着方便，实际估计最怕录到那些小细节。

Excellent

automation just got way too easy

andles the happy path, but ui drift still needs recovery logic