
Nous Research has expanded the Skills System inside Hermes Agent, its open-source self-improving agent. The new addition is /learn, a command that writes a reusable skill for you. Point it at a document page, a local SDK, a past conversation, or pasted notes. The live agent gathers the material, then authors a SKILL.md on your behalf. 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 r
Nous Research has added a /learn command to Hermes Agent, an open-source self-improving agent, that automatically creates reusable skill documents from various sources like directories, URLs, past conversations, or notes instead of requiring manual writing. The agent uses its existing tools to gather material and write a standards-compliant SKILL.md file that becomes a slash command for future use. Skills function as on-demand reference documents stored in a central location, loaded only when needed to keep token costs low through a three-level progressive disclosure system. This feature works consistently across multiple interfaces (CLI, messaging gateway, dashboard) and includes an optional approval gate to review agent-created skills before they are saved.

In this tutorial, we build OpenHarness from scratch to better understand how a practical agent harness works. We recreate the major building blocks that make an agent system useful, including tool use, typed tool schemas, permissions, lifecycle hooks, memory, skills, context compaction, retry logic, cost tracking, and multi-agent coordination. Instead of treating an agent framework as a black box, we expose the full control flow and watch how the harness receives a user task, lets the model dec

The tokenmaxxing era was brief. We now appear to be entering the era of token rationing.

Figma has revealed some new design and coding product updates at its annual Config conference that aim to help creatives "push their ideas further" and automate tedious tasks with AI. Part of this is a reimagined canvas that's now optimized for full-stack development, according to Figma, bringing teams, AI agents, tools, and materials "together in one place." Notable callouts include coding layers that let you tweak the code of your projects without leaving the Figma Design can
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