01What the Hermes Learn Anything Engine Is and How It Works
The Hermes learn anything engine is a new update inside the agent OS that lets you teach your AI agent a workflow once and keep it forever. Instead of explaining the same process every time you start a new session, you point Hermes at a source like a blog post, PDF, or folder. Hermes reads that source, writes a skill file automatically, and saves it for future use.
When you later need that workflow, you just type forward slash skill plus the skill name, or simply mention the topic. Hermes already knows how to do it. This eliminates the pain of training a new employee every morning.
The skill lives inside the agent, not inside your head.
02Key Features of the Hermes Learn Anything Engine
The Hermes learn anything engine comes with several useful features. First, it learns from any source: a URL, a PDF file, a whole folder of documents, or even plain words you type. Second, it automatically creates a skill file with a name, description, when to use it, step-by-step procedure, and pitfalls to avoid.
- Skills are reusable across sessions — once saved, they never vanish.
- Skills auto-trigger when you mention the topic in your chat.
- Skills are stored as simple markdown files (skill.md) that you can open, read, edit, or delete.
- Skills work everywhere: in the agent OS dashboard, on the command line, through voice (Hermes Jarvis), and in messaging apps.
- Skills are shareable — you can export the file and others install it with one command.
03How to Set Up the Hermes Learn Anything Engine
Setting up the Hermes learn anything engine takes about five minutes. Here are the steps Julian showed in the episode:
- First, update Hermes by running 'Hermes update' to get the learn command.
- Open a chat with your agent inside the agent OS dashboard.
- Type forward slash learn followed by your source: a URL, PDF, folder path, or plain words.
- Let Hermes read the source. It will generate a skill file on its own.
- If you have the approval gate turned on, Hermes asks before saving. If it's off, the skill saves instantly.
- Once saved, you can use the skill by typing forward slash skill and the skill name, or by mentioning the topic naturally.
That's all it takes. One command, and a real, reusable skill is ready.
04How to Use the Learn Anything Engine: SEO Examples
Julian showed two main examples in the episode. First, he taught Hermes a workflow for creating an SEO-optimized landing page that ranks on Google. He typed forward slash learn and pointed to a source about that workflow.
Hermes wrote a skill with the name, description, step-by-step procedure, and even the pitfalls to avoid. After that, every time Julian needs a landing page, he just says 'do my SEO checklist' and the skill runs.
Second, he pointed Hermes at a folder of his best blog posts that already rank. Hermes studied the writing style, structure, heading usage, and keyword placement. It saved all of that as a skill.
So next time Julian writes content, his agent already writes it the way that ranks. The skill also pulls in automatically when you mention the topic, so you don't even have to type the command.
05Tests and Results from the Episode
Julian tested the Hermes learn anything engine with a guide from his own website about the agent operating system. He admitted he thought it might break, but it did not. The process was smooth.
Hermes read the guide, saved it as a skill, and told him exactly where the skill lived.
When Julian looked inside the skill file, it contained everything: the name, a description, when to use the skill, the full step-by-step procedure, and even the pitfalls to avoid. He did not touch a single line. The engine authored the skill completely.
The whole process took just a few seconds, and the skill was ready for future sessions instantly.
06Tips, Limits, and Mistakes to Avoid
Julian shared several important tips. First, garbage in, garbage out — feed the engine a clear, specific source to get a better skill. Second, you can edit the skill MD file at any time.
If something is off, fix one line or run learn again with a cleaner source. No skill can break anything else, so it's always safe to experiment.
If you have the approval gate turned on, Hermes asks before saving. Julian had his gate off, which made the process faster. Also, skills are shareable.
You can publish your skill MD file and anyone can install it with one command. Finally, you can use the learn engine with plain words if you don't have a document. Just type your workflow directly after /learn.
07Who Should Use the Hermes Learn Anything Engine
The Hermes learn anything engine is for anyone who does repetitive tasks with an AI agent. It is especially valuable for SEO professionals and content creators. Instead of explaining your SEO checklist, keyword research workflow, or writing style every time you start a session, you teach once and reuse forever.
Over time, you build a library of skills that make your agent more capable without any extra work. Julian also mentioned that the skill gets better as you use it. This update matters because it saves you hours of re-explaining and lets you focus on higher-value work.
If you use the agent OS, this engine makes your whole system faster and more efficient.
08The Agent OS Ecosystem Beyond the Learn Engine
The learn anything engine is one part of a larger agent operating system that Julian showed. The agent OS also includes talk mode for voice conversations, Hermes Jarvis for voice-activated commands that can build things while you talk, and Hermes Oracle that pulls the latest news, creates social media content, and publishes articles straight to WordPress.
You can also generate images, videos, and voice notes. A Kanban board lets you manage agents and orchestrate them working together as a team. The key point is that any skill you teach with the learn anything engine works across all these interfaces.
One command teaches a skill, and it is usable in the dashboard, command line, voice, and messaging apps — everywhere inside the agent OS.
