Clipping infrastructure for the creator economy

Turn one creator's long videos into a revenue-generating content machine.

ClipForge builds and runs clipping pages autonomously. Find the right creator, wire the pipeline, post 28 clips a day across every platform, collect the revenue.

Vugola → clips + captions + Postiz → multi-platform scheduling + Hermes → runs the whole thing
Creator content in
Long video drops into Vugola. Clips with captions come out.
AI-selected moments
Emotional spikes caught — not educational clips, but the ones that hit.
28 posts/day
TikTok, Reels, Shorts, YouTube. Scheduled. No human hands needed.
Revenue out
Creator splits. Platform CPM. Affiliate link clicks.
The system

One text. One week's worth of posts.

01

Pick a creator

One person with a backlog of long-form content. Podcasts, streams, YouTube videos — they need volume and an existing audience worth borrowing from.

02

Wire the pipeline

Vugola handles clipping and captions. Postiz schedules across TikTok, Instagram, YouTube Shorts. Hermes Agent ties them together and runs the whole chain from a single text message.

03

Run the volume

7 clips a day across 4 platforms = 840 posts a month. The page builds. The algorithm notices. Views compound.

04

Collect revenue

Link in bio drives creator affiliate revenue — take a split. Platform payouts accumulate via YouTube Shorts, TikTok, Reels. DMs open for paid clipping clients.

The stack

The cap on a clipping page is human hands. We remove them.

tjrmindset posts 9 times a day by hand and hits ~1.5M views/month. Automated, the same model posts 28 times a day and the ceiling is ~4M views/month. The pipeline does the grinding. You make the judgment calls.

Vugola
Cuts long videos into captioned clips. Finds the 30-second moments that pop. Replaces the editor entirely.
Postiz
One dashboard for every platform. Open source, real API, built-in agent skill. Schedules 840+ posts a month without opening a browser.
Hermes Agent
Free, open source, from Nous Research. Holds Vugola and Postiz in a single instruction chain. You text a video link. It handles the rest.
Revenue

Three ways money comes in.

Creator affiliate splits

Link in bio drives traffic to the creator's paid program. Take 15-30% of revenue you generate for them. No product to build. No customer to serve. Just distribution leverage.

Platform CPM

YouTube Shorts, TikTok, Instagram Reels — all pay out based on views. US-based audiences on a US-based page get premium CPM rates. $2-8 per 1,000 views at scale.

Paid clipping clients

Your page proves it works. Other creators reach out. You charge $500-2,000/month to run their clipping operation. Same pipeline, multiple clients.

The creator filter

The creator is the engine. Pick wrong and nothing downstream saves you.

Posts long-form content on a real schedule
Has months of back catalog already sitting there
Audience that would click a link in bio
Existing monetization — affiliate product or paid program
Fine with clips existing (some aren't — respect that)
Best fit categories:
Day trading / finance Business / mindset Podcasts Sports commentary Gaming / streaming
The gap in the clipping economy isn't ideas.
It's the bottleneck of one person doing the work. ClipForge removes the bottleneck. You own the distribution. You own the revenue.
840
posts/month at full volume
4M
view ceiling when the page matures
3
revenue streams per page