Nous Research just pushed a feature I’ve been waiting for. Hermes Agent can now /learn from anything.
The announcement is straightforward. Here’s what the Nous crew had to say:
What the /learn Command Actually Does
“Hermes Agent can now /learn from anything: feed it directories of any source material (code, API docs, manuals, PDFs, configs) and it distills a verifiable reusable skill”
So what does that actually mean?
Say you’ve got a codebase, an API spec, a product manual, a pile of config files, or a PDF no one reads anymore. You point /learn at that directory. Hermes Agent reads everything in there, figures out what’s actually useful, and turns it into a skill you can call on later without re-explaining the context every time.
The skill part is the key.
This isn’t just stuffing files into context and hoping the model figures it out on the fly. This is a persistent, verifiable artifact that survives across sessions.
You build it once, you use it forever.
Why This Gap Mattered
I’ve been using Hermes Agent as the backbone of my entire workflow here for a while now.
One of the rough edges has always been the gap between ingesting a bunch of source material and having that material actually available as a reliable, reusable capability.
The /learn command looks like it’s designed to close that gap directly.
The Numbers Behind the Announcement
The engagement on the announcement tells you something. 243,500 views, 168 reposts, 2,300 likes in a matter of hours. People in the AI agent space are paying close attention to every move Hermes makes. The /learn feature is getting more attention than most of the announcements that hit this feed.
What’s Next
I’ll be putting this through its paces as soon as I can. If it works as described, it’s the kind of thing that compounds fast. One well-built skill saves you time on every future session. Do that ten times and you’ve basically built a custom AI coworker that knows your stack cold.
I’ll update this piece once I’ve had a chance to test it properly. For now, this is the announcement worth knowing about if you’re running Hermes Agent or evaluating AI agent tools for any kind of knowledge-work workflow.
