A two-part short-form content engine for Claude Code. It takes you from "I have no idea what to post" to a finished, captioned vertical video, and it works to your niche and your brand rather than mine.

Researches your niche every week. It finds short-form videos that beat their own creator's baseline by 5x or more, so you copy a proven mechanic instead of chasing follower counts. It pulls out the hook and format that made them work, pours in fresh substance from your subject, and writes roughly ten ready-to-film scripts per lane to a tracked dashboard.
Turns raw phone clips into a finished vertical video. Talking-head cuts get a transcript-first story edit, dead air removed, word-by-word burned captions in your brand and a burned hook. Day-in-the-life montages get the voiceover scripted beat by beat and the picture locked to it.
Pick a script on the dashboard, shoot it, drop the clips on the editor. That is the whole loop.
Radar writes the week to a dashboard you own. Example content below, not my live pipeline: research it found, the script it wrote, the LinkedIn twin, and the state of each idea as it moves.
Source: 41s talking-head, 812K views against a 140K creator median. Mechanic: claim reversed in the first 2s, receipt at 0:07.
Source: 28s screen-record, 1.2M against a 168K median. Mechanic: live demo before any claim.
Source: 52s piece to camera, 604K against a 116K median. Mechanic: number that sounds like a mistake, held for 3s.
I asked an AI who the best vendor in my category was.
It named three companies. None of them were us.
That is not a ranking problem. Ranking assumes you are on the page. This is being absent from the answer, and no lost-deal report will ever record it.
You need Claude Code. macOS with Homebrew for the video side.
Route 1 · Plugin marketplace
Three commands inside Claude Code. Nothing else to configure.
/plugin marketplace add alexdailycheckin/yapcut
/plugin install outlier-radar
/plugin install tiktok-yap-editor
Route 2 · From git
Clone it, install both skills, pull the video dependencies. The full copy-paste prompt that makes Claude do the setup and verify it lives in the repo readme.
git clone https://github.com/alexdailycheckin/yapcut.git ~/yapcut
It is creator-agnostic on purpose. If it does something stupid in your niche, that is useful to me.