Social Content Generation

You have a transcript. Now let's turn it into a week's worth of social media content, a blog post, and a newsletter — all generated automatically and queued for your review.

The multiplier effect

One 60-minute episode can generate 15-20 pieces of social content. Instead of staring at a blank page, you're editing AI-generated drafts that already capture your voice and key points.

Blog Post Generation

Configure blog post settings

Configure blog generation

Setting	Options	What it does
`blog-length`	800-3000	Target word count
`blog-style`	conversational, formal, tutorial	Writing tone
`blog-seo`	on, off	Adds meta description, heading structure, keywords

Review the generated blog post

After pipeline processing, the blog post is in your output folder:

# Why Chat-First Tools Are Replacing Dashboards

*Based on Episode 42 with Sarah Chen*

If you've ever built an internal tool that nobody uses,
Sarah Chen has a theory about why: you put it behind a
login page instead of in the chat window.

## The Accidental Discovery

Sarah didn't set out to build chat-first tools...

## Key Takeaways

1. **Start where your users already are** — If your team
   lives in Slack, build for Slack.
2. **The 3-minute rule** — If setup takes more than 3
   minutes, simplify it.
3. **Measure adoption, not features** — A simple bot
   people actually use beats a full dashboard they ignore.

## Notable Quotes

> "I built a Slack bot for our internal team and people
> started using it more than the actual web dashboard."
> — Sarah Chen, 00:31

> "An AI agent isn't just a chatbot with better prompts.
> It's the difference between asking for directions and
> having a driver." — Sarah Chen, 42:15

Edit it in your favorite editor, or refine from chat:

The blog post is good but make the intro punchier
and add a section about common mistakes

Social Media Content

Configure social output

Configure social content

Review generated quotes

The repurposer extracts tweet-worthy quotes and formats them for each platform:

📝 Generated 10 Twitter quotes from episode-42:

1. "I built a Slack bot and people used it more than
   the actual web dashboard. That's when I knew." @sarahchen

2. "The 3-minute rule: if your automation takes more
   than 3 minutes to set up, you've over-engineered it."

3. "An AI agent isn't a chatbot with better prompts.
   It's the difference between asking for directions
   and having a driver." 🧵

4. "Most people fail at automation because they try to
   automate everything at once. Pick one workflow. Nail
   it. Then expand."

5. "The best internal tool is the one your team doesn't
   have to remember to open."
   ...

Edit and approve content

Review and refine from chat:

Quote 3 is my favorite — save that one for the clip post.
Quote 5 needs more context, expand it slightly.
The LinkedIn post is too long, trim to 150 words.
Approve the rest as-is.

✅ Quote 3 flagged for clip post
✅ Quote 5 expanded with context
✅ LinkedIn post trimmed to 148 words
✅ Remaining 8 quotes approved

Newsletter Draft

Configure newsletter format

Configure newsletter

Review the newsletter

📧 Newsletter draft — Episode 42

Subject: Why your team ignores your internal tools
(and what to build instead)

Hey [first_name],

This week I sat down with Sarah Chen to talk about
something every builder deals with: you build a tool,
launch it, and... crickets.

Sarah's take? Stop building dashboards. Build where
your team already lives.

🎯 Top 3 Takeaways:

1. The Slack bot that replaced a $50k dashboard
2. The "3-minute rule" for automation
3. Why AI agents ≠ chatbots

💬 Quote of the episode:
"An AI agent isn't a chatbot with better prompts.
It's the difference between asking for directions
and having a driver."

🎧 Listen: [episode link]
📝 Read: [blog post link]
🎬 Watch the clips: [YouTube link]

Until next week,
[Your name]

The repurposer learns your style over time. To accelerate this, provide a voice reference:

Set voice reference

The voice reference file should contain 5-10 examples of your best social posts. The AI uses these to match your tone, vocabulary, and formatting preferences.

The pipeline also generates structured show notes:

Episode 42: Chat-First Tools with Sarah Chen

Guest: Sarah Chen (@sarahchen)
Duration: 58:24
Published: March 12, 2025

In this episode:
- 00:00 Introduction
- 02:45 Why chat-first tools
- 08:12 Building your first bot
- 18:30 Scaling to production
- 31:15 Common mistakes
- 42:00 The future of AI agents
- 53:20 Rapid fire Q&A

Links mentioned:
- OpenClaw: https://openclaw.ai
- Sarah's blog: https://sarahchen.dev

Upload these to Spotify, Apple Podcasts, or your hosting platform.

Checkpoint

Knowledge Check

What should you provide to help the content repurposer match your writing style?

You should now have:

Blog post generation configured and tested
Twitter quotes, LinkedIn posts, and thread drafts generated
Newsletter draft ready for review
A chat-based review workflow for approving or refining content

Next: scheduling and publishing everything across platforms.