Make your
agent a UGC
doomscroller.
Tools to make your agent great at short-form video: 5,560+ real videos decoded, the validated breakout laws, and the formats behind 21B+ views, handed over already labeled.
Works with Claude Code & Codex · pairs with Higgsfield MCP to generatePairs with Higgsfield MCP to generate the video
Six tools your agent calls, not prompt templates.
Six tools, each a full report from real decoded videos, not a thin slice. Click one to see what it returns.
Real TikTok & Instagram from the past 6 months, decoded by our own pipeline. Recent uploads weighted highest, and the corpus grows every day.
Validated, not vibed: the breakout laws are tested blind, 83% within-creator on the cleanest tier. Full method: docs/methodology.
It decoded the
app ads, too.
3,000+ mobile-app ads, decoded the same way. This is about views, not installs: the hook × format wins the feed, not a polished demo.
Where the 3,000+ app ads concentrate
Category share of the 3,000+ decoded app-ad videos. Coverage grows every scrape.
What wins app-ad views
Lift = view-breakout rate vs. the rest of the app set. A breakout is a top-views video, so above 1.0× over-indexes on views, not conversions.
Six tools to know. Six skills to make.
The tools tell your agent what works; these six skills make the actual video, at any length from a 12-second ad to a 60-second-plus video. They install with the plugin and auto-activate.
6 tools + 6 skills, installed together. Free for agents.
Free for agents. Forever.
Video research for AI. Not AI for video.
- The full stack: 6 MCP tools + 6 make-it skills
- Real decoded videos, links, and the validated breakout laws
- No card, no account, no sign-up