Tools

What You'll Build

An agent that turns a YouTube channel into a library of long articles.

A second agent reads behind it as the editor.

You give it a channel. It pulls each transcript, writes a 2,000 to 4,000 word article in a style you picked, hands it to the editor, and saves the result to Drive.

The Story

Someone on the OpenClaw Discord posted this. His numbers, his words:

I got my openclaw to scrape all the videos off a YouTube channel, turn them into SEO written articles in the style of Brian Dean (a well known SEO guy), then humanized by an editor sub agent and uploaded to my Google Drive folder.

So far - 300+ articles ready for posting. Just FYI I used to be paid $750 per article for writing in depth 2000-4000 word SEO articles for companies - no way these days though haha.

So this is already mind blowing to me.

300 articles at his old rate is $225,000 of writing.

One note he left: the Drive upload only worked on a paid Google Workspace account. Free Gmail Drive did not cooperate.

Why It Works

The hard part of a long article was never the typing. It was having something to say.

A channel with 300 videos is 300 sessions where someone who knows the subject explained it out loud, with examples, for twenty minutes.

The transcript is a first draft nobody wrote down. The agent supplies structure and style.

The editor pass is what makes it usable. One agent writing 300 articles drifts into the same rhythm. A second agent, told only to find the tells, catches what the first can't see in its own work.

How to Run It

Step 1. Pick the channel. Your own is the obvious one. A channel you have permission to repurpose is the other. Do not run this on someone else's channel and publish under your name. That is plagiarism with extra steps.

Step 2. Pick the style. He chose a named SEO writer. You might choose your own past writing. Give the agent three or four samples and tell it what you like about them.

Step 3. Set the chain. For each video: pull the transcript, write the article, pass it to the editor, save to Drive as its own document with the video title and link at the top.

Step 4. Write the editor's brief. This is the step people skip. Tell it exactly what to hunt: sentences that all run the same length, filler openers, the word "delve," lists of three, claims with no number. Its job is to cut.

Step 5. Run ten, read them all. Then run the rest. You are checking style, facts, and whether the editor is earning its keep.

The Business Angle

At his old rate, 300 articles is $225,000.

At a cheap content mill rate, call it $100 an article, it's $30,000.

His cost was a Claude subscription and a weekend.

For a business the win is smaller and more useful. Every service you've explained on camera, in a webinar, or on a recorded sales call becomes a page someone can find. 300 is his number. 30 would change most small companies' sites.

This is also the fastest way to get the answer blocks from the previous playbook. The video already answers the question. The agent writes it down.

Who Should Steal This Idea

Anyone who has posted videos for years and has a website with six pages.

Coaches, consultants and trainers with a webinar archive.

Trades and home services with a "here's how we do it" channel and nothing in writing.

Agencies with a client whose YouTube channel nobody has mined.

How Hard Is It

Weekend project.

Cost: $20 to $60 a month depending on volume. A 300-video channel in one go costs more in tokens than five a week.

Gotchas and Tips

Your channel, or one you have rights to. Saying it twice because someone will skip it.

Paid Workspace for the Drive step. His note. Free Gmail Drive did not cooperate with the upload.

Two agents. The writer and the editor need different instructions. One agent asked to "write it and then edit it" edits nothing.

Give the editor a list of tells. "Make it sound human" gets you nothing. Ten specific patterns to delete gets you a different article.

Facts drift in transcription. Numbers said out loud get mangled by auto-captions. Have the writer flag every figure so you can check it.

Publish slowly. 300 articles appearing on one site in a week looks like what it is. Ten a week looks like a company that writes.

Which channel would you point it at first, yours or a client's?

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