A Turkish AI educator demos Claude Cowork's new Save Skill feature live: one recorded pass of a real content-research task becomes a reusable, natural-language-triggered workflow.
Claude Cowork's Save Skill feature can watch a single ~140-second screen-recorded demonstration of a recurring task and turn it into a reusable, natural-language-triggered skill, but the AI's first inferred draft still needs a short human refinement pass to add the guardrails a person doing the task by hand would apply automatically.
The creator screen-records himself doing a real recurring task for his channel: browsing AI-news sites (The Decoder, VentureBeat AI, Webtekno) and logging fresh headlines as new rows in a markdown table of video ideas. Claude Cowork's new 'Save Skill' feature watches that single ~140-second demo and drafts a reusable skill on its own — a description plus natural-language trigger phrases in Turkish. The first draft is usable but naive, so he adds three explicit rules: skip headlines already logged, cap each video-idea line to one short sentence, and never pull from paywalled sources. Re-running the refined skill unattended correctly appends three new, non-duplicate rows. The lesson: the feature removes the need to hand-write skill instructions, but it doesn't remove the need for a human to spot and add the guardrails a first-pass AI inference misses.
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Talking-head hook and a quick look at the finished AI-news-to-video-idea tracking sheet before the live demo begins.
Screen-records himself browsing The Decoder and VentureBeat AI for fresh AI headlines and manually adding rows to the video-idea tracking table — this roughly 140-second clip is what Claude Cowork will learn from.
From the recorded demo alone, Claude Cowork drafts a skill file: a description, natural-language trigger phrases in Turkish, and the logic for scanning sources and appending rows to the video-idea markdown table.
He adds three guardrails to the auto-generated draft: skip headlines already in the sheet, keep each video-idea line to one short Turkish sentence, and never include paywalled sources.
Re-runs the skill unattended; it re-scans the same news sites and correctly appends three new, non-duplicate rows to the tracking table.
Wraps with his take on when the feature earns its keep, then points viewers to his Digital Academy Claude Code course and Skool automation community.
Anthropic's Save Skill feature turns a single screen-recorded demonstration into a reusable, natural-language-triggered workflow, but the AI's first inferred version of that workflow still needs a short human pass to add the guardrails that keep it from repeating mistakes.
“The Decoder, VentureBeat AI, Webtekno vb.'i tarayıp güncel yapay zeka haber başlıklarını video-fikri.md dosyasındaki tabloya yeni satır olarak ekler.”
“Sadece sayfada zaten olmayan başlıkları ekle. Video Fikri alanını kısa tut, Türkçe tek cümle. Ücretli/paywall arkasındaki içerikleri asla ekleme.”
See every word as it's spoken — crank it to 2× and still catch all of it. The same dual-channel trick behind Amazon's Kindle + Audible.
The video opens with a promise pulled straight from its title: writing Claude skills has 'changed forever.' The proof is a live screen recording — a real, recurring content-research task performed once by hand, then handed to Claude Cowork's new Save Skill feature to see whether the tool that watched him work could write the automation itself.
The four-step loop Claude Cowork's Save Skill feature runs on, demonstrated live in this video.
“Points viewers to the Digital Academy Claude Code course and the skool.com/otomasyon community”
Soft close after the demo — screen-shares the course/classroom tiles rather than a hard verbal pitch; the sparse audio transcript couldn't confirm his exact spoken words here.
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