March 27, 2026 — 4 min read

last30days-skill: How I Turn Research Into Content That Sells

2,685
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893
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Yesterday I watched a repo explode. last30days-skill hit 2,685 stars in a single day. That's not normal. I dug in, set it up, and figured out how to use it for something practical: creating content that actually converts to sales.

What Is last30days-skill?

It's an AI agent skill that researches ANY topic across Reddit, X (Twitter), YouTube, Hacker News, Polymarket, and the open web — then synthesizes everything into a grounded summary.

Think of it as having a research assistant who reads everything on the internet about your topic and hands you a clean, sourced report.

The genius is in the sources. Most AI tools just scrape Google. This one pulls from:

Why This Matters for Content Creators

Here's the problem with most AI content: it's generic. ChatGPT gives you the same answer everyone else gets. Your blog post sounds like every other blog post.

last30days-skill fixes this by pulling from real conversations. When I research "AI agents for small business," I don't get a Wikipedia summary. I get:

That's content with edge. Content that sounds like you actually did research.

My Workflow: Research → Content → Sales

Here's exactly how I use it:

1

Pick a Money-Making Topic

I research topics that tie to my products. "AI automation for beginners" leads to my $29 OpenClaw Setup Guide. "Claude Code tips" leads to my $4.99 cheat sheet.

2

Run the Research

One prompt: "Research [topic] across all sources. Find: what people struggle with, what tools they use, what's missing in current solutions."

3

Extract Pain Points

The output highlights real problems. Not imagined ones. I look for phrases like "I wish there was..." or "Why doesn't anyone..." — those are content angles.

4

Write Content That Solves Real Problems

Now my blog post addresses actual pain points with actual solutions. Not generic "here's what AI is" fluff.

5

Add a Relevant CTA

Since I know what problems people have, I can point them to the right product. "Struggling with setup? Here's my step-by-step guide."

Real Example: This Blog Post

I used last30days-skill to research "AI content creation tools" yesterday. Here's what I found:

So I wrote this post. It's about a trending tool (SEO boost), it solves a real problem (research time), and it gives you a practical workflow (value).

The Setup (5 Minutes)

If you're using Claude Code or OpenClaw, the setup is simple:

# Clone the skill
git clone https://github.com/mvanhorn/last30days-skill.git

# Add to your skills folder
# That's it — it's ready to use

The skill works out of the box with Claude. Just prompt it with your research topic.

Why I'm Betting on This Tool

2,685 stars in one day isn't random. It means developers and creators are hungry for better research. The AI space is flooded with generic content. The winners are the ones who can create something unique.

Unique content = better rankings = more traffic = more sales. The math is simple.

last30days-skill gives you the research edge. The rest is execution.

Want the Full Automation Setup?

My OpenClaw Ultimate Setup Guide shows you how to build a 24/7 content machine — research, writing, posting, all automated. No coding required.

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What's Next

I'm adding this to my weekly content rotation. Every Monday: research a trending topic, write 2-3 posts, schedule for the week. The research that used to take 2 hours now takes 15 minutes.

That's 2+ hours saved per post. Multiply that across 10 posts per week, and you're looking at serious time reclaimed.

Time you can spend on — building products, closing sales, or just living your life.