Hermes Agent /learn command distills skills

The /learn command represents a major step toward making autonomous agents truly self-improving by lowering the barrier to teaching them new workflows. Instead of manually writing complex instruction files, developers can now feed the agent raw material and let it bootstrap its own capabilities.

• –On-the-fly capability bootstrapping: By using its existing tools to fetch and process sources, the agent can immediately adapt to new SDKs, APIs, and procedures during runtime.
• –Standardized skill formatting: The command automatically enforces standard metadata, platform constraints, and activation fallbacks (such as fallback_for_toolsets), ensuring that agent-authored skills remain maintainable.
• –Multi-interface accessibility: Sourcing runs entirely through the agent's standard turn logic, making /learn equally functional via CLI, the dashboard GUI, or messaging integrations like Telegram and Slack.
• –Zero extra dependencies: Because the feature relies on the agent's core capabilities rather than a separate indexing engine, it avoids the setup overhead common to retrieval-augmented generation (RAG) agent backends.