In the AI era, getting "real" and "live" information is becoming increasingly difficult. Google's search results are filled with SEO-optimized spam, while social platforms like Reddit, X (Twitter), YouTube, and TikTok act as "walled gardens," creating disconnected silos of information.
Today, we're featuring last30days-skill (GitHub 28.8k Stars), an open-source project designed to break this deadlock. It isn't a traditional search engine; it's a new type of insight engine led by an AI Agent.
Core Philosophy: Searching People, Not Websites
Project creator mvanhorn notes that Google aggregates editors and SEO writers, while /last30days searches real people and their active engagement.
Its uniqueness lies in:
- Bridging Walled Gardens: No single AI has native access to all social platforms. Google doesn't touch Reddit comments; ChatGPT can't search X.
/last30daysuses agents to bridge these gaps. - Scored by Real Engagement: Information isn't ranked by SEO algorithms but by Reddit upvotes, X likes, YouTube views, and even real money backed by Polymarket odds.
- AI Agent Synthesis: It doesn't just list links. An AI agent judge synthesizes fragmented data (posts, replies, transcripts, commits) into one brief, grounded summary.
What can it do for you?
1. Pre-Meeting Intelligence
If you have a meeting with a CEO tomorrow, Google might show you a LinkedIn profile from 2023.
Command: /last30days [Name]
It tells you what they're actually doing this month: their latest X debates, GitHub PRs, and podcast transcripts.
2. Truth Mining & Tool Comparisons
Want the real verdict on a new open-source tool?
Command: /last30days Tool-A vs Tool-B
It skips the generic "Top 10" blog posts and shows you the raw developer sentiment and top-voted comments from Reddit and Hacker News.
3. Real-time Market & Crisis Analysis
Leveraging real money from prediction markets like Polymarket.
Search: /last30days [Major Event]
You'll see not just media reports, but the odds backed by thousands of dollars in volume—often the most accurate signal for what's coming next.
Source Coverage
| Source | Why it matters |
|---|---|
| Unfiltered takes and real opinions that Google buries. | |
| X / Twitter | Hot takes, expert threads, and breaking reactions. |
| YouTube | Deep dives analyzed via full transcripts for quotable insights. |
| Hacker News | The developer consensus where technical people actually argue. |
| Polymarket | Odds based on real money, providing high-signal predictions. |
| GitHub | Real-time PR velocity and community heat. |
Quick Start
/last30days can be integrated seamlessly into Claude Code or any tool supporting Agent Skills.
Installation
For Claude Code (Recommended):
/plugin marketplace add mvanhorn/last30days-skill
/plugin install last30days
Using npx (Universal):
npx skills add mvanhorn/last30days-skill -g
Example Usage
Once installed, try:
/last30days Peter Steinberger
You'll get a full report on his recent work with OpenAI, his PR merge rate, and the community's recent debates about his projects.
Conclusion
/last30days represents a shift in how we search: moving from indexing webpages to indexing "crowd consensus." In an age of information fragmentation and SEO noise, it's a vital tool for seeing the truth selected by Reddit upvotes and real-money bets.
- GitHub Repository: mvanhorn/last30days-skill
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I am Dongqi, exploring the infinite possibilities of AI Agents. Follow my homepage: WonderLab
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