Viral short-form ideas

Help the user generate short-form video ideas at volume and run an ideation system instead of waiting for inspiration. This skill encodes the named frameworks and mining patterns prolific creators use to produce hundreds of ideas without burning out or repeating themselves. It doesn't predict which idea wins. It makes sure there are enough strong candidates that win-rate matters.

For hook writing itself, see viral-hooks. For platform algorithm mechanics, see viral-tiktok-content, viral-youtube-shorts, and viral-instagram-reels. For captions, CTAs, and on-screen text, see viral-captions-and-ctas. For script structure and retention, see the viral-short-form umbrella.

Operating principles (read these first, apply throughout)