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Friday Deep-Dive
Claude can now learn a task by watching you do it once
A Stanford AI founder posted a 30-second video last week that stopped me cold. He showed Claude how to pull names out of a messy PDF, talking through it out loud the way you'd train a new hire, and Claude turned that one demonstration into a reusable tool it can run forever. No prompt writing. You just do the task once while it watches. One thing to know before you get excited: it's Mac only right now. I went looking for the button on my own Windows machine this week and it isn't there. So read this one as a heads up, not a homework assignment.
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Claude can now watch you work, then take the chore over
Anthropic calls it Record a skill. You perform a task on your screen while narrating the rules out loud, including the exceptions, and Claude saves the whole thing as a command you fire with a slash. For a small paper the target is obvious: the police blotter, the real-estate transfers, the obituaries, the insertion orders you re-key by hand every week. Below: what it is, five places a paper can point it, the exact steps to build your first one, and the Mac-only catch that leaves most of us watching for now.
Most AI “productivity” features ask you to change how you work. This one just watches how you already work and takes the boring half off your plate. The tasks it fits aren't the creative ones. They're the same-steps-every-week chores your staff dreads. That's exactly where a small paper gets its hours back, which is why it's worth understanding now even if you can't run it yet.
Read the full post →
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What is?
Skill
What it is: In Claude, a Skill is a saved, reusable task: a set of steps Claude has learned and can run again on command. The new twist is how you make one. Instead of writing out instructions, you record yourself doing the task once, narration and all. After that, typing a slash and the skill's name (like /blotter) makes Claude do the whole thing itself.
Why publishers care: It's the difference between an AI you have to re-explain every time and one that has learned your specific job. A skill turns a repetitive weekly chore into a one-word command, and because you built it by demonstration, it follows your rules instead of a generic template. This is where AI stops being a party trick and starts saving a small newsroom real hours.
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— Trevor
Trevor Slette
Co-founder, Quadd.ai · 28-year community publisher
trevors@quadd.ai
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Book a 15-min call
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LinkedIn
P.S. P.S. Reply “skill” and I'll send you a one-page cheat sheet of the best first tasks to record, the highest-payoff and lowest-surprise ones, sorted for editorial, sales, and design. Worth having ready for the day this hits Windows.
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