AI Pulse · Under the Radar
The play
Convert internal manuals and books into searchable agent skills, starting with one high-value workflow.
A tool that turns PDFs into “skills” for Claude has picked up over 1,100 stars in a short window, gaining roughly 350 stars a day, and it’s been forked by other developers already. That pace tells you people aren’t just looking at it out of curiosity. They’re building on it. And now a second project, called the-knowledge-guy, has taken the same idea further, applying it to EPUB files and letting you query an entire bookshelf at once, not just a single document.
Here’s why this matters even if you’ve never touched GitHub. A “skill” in this context is basically a packaged bit of knowledge an AI model can pull from and reason with, instead of you re-explaining context every time you open a chat. Turning a PDF or a stack of books into one of these skills means your manuals, policy documents, training material, or research library become something an AI can actually work with directly, rather than something a person has to skim and summarize first.
What’s notable is that this is no longer one clever repo that went viral and will fade. A second, more general tool showing up so quickly means a small ecosystem is forming around the same idea: feed the AI your documents in a structured way, and it becomes useful for real work instead of generic chat. For an owner, that’s a signal worth watching. If your business runs on dense documents, SOPs, contracts, technical specs, training manuals, this pattern is heading toward becoming a standard way to make that material searchable and usable by AI, not a novelty. This is the kind of thing we build into an AI command centre, turning scattered company documents into something your team can actually query and use, at /resources/omni.
Free daily email
Get this every morning.
This brief is one item from today's AI Pulse, the short daily read we run for ourselves on what is actually happening in AI. Subscribe free and it lands in your inbox each morning.
Free daily email
Subscribe to the daily AI Pulse
One short read every morning on what is actually happening in AI. Free.
You are in
Your first AI Pulse lands tomorrow morning. Keep an eye on your inbox.