The Question
Fantasy Auction already had two films and TabRestrain needed one. Every new product wanted a launch film, and starting each one from a blank Remotion project and a vague prompt is how you get the PowerPoint look: everything moving, nothing readable.
Could I package the judgement of a motion designer as a skill, so any agent in any of my repos could make a decent 15-second film without me sitting over it?
The Build
The kit is a skill pack plus a Remotion template. The skill reads in order: setup, story, staging, scenes, text, and a guide for filming a real React or Next.js app. Each file is short and opinionated. The story file turns a request into a promise, proof and a beat sheet. The staging file sets four zoom tiers and the rule that only one thing leads at a time. The text file has the read-time maths.
The template does the heavy lifting: a camera that dollies over a stage, springs with numbers already tuned, blur on every transition and a storyboard that owns all the timing. A check script fails the storyboard if it breaks a framing rule. A stills script renders review frames so the agent has to look before it renders.
Then I made it prove itself with a reference film for a fake product, Tasklight. Eight scenes, fourteen seconds, every rule in use.
The Outcome
It works. The reference film looks like a real launch video, and the kit installs into other repos as a skill. TabRestrain’s storyboard already passes its checks.
My take: most “AI can’t do taste” complaints are really “nobody wrote the taste down”. Write it down and make it checkable, and the agent gets surprisingly close.