Hermes Agent
Self-improving personal AI agent that generates its own skills from experience
Expert verdict
Ship
3-1The Panel's Take
Hermes Agent is an open-source personal AI agent from NousResearch with a genuinely unusual architecture: it autonomously generates and refines its own skills from past interactions, building up a growing library of reusable capabilities over time. Unlike static agents that behave identically on day one and day 1,000, Hermes learns what works for you and systematizes it. V0.8.0 (released today) builds on the resilience improvements from v0.7.0 and adds enhanced MCP server compatibility, improved multi-platform messaging support (Telegram, Discord, Slack, WhatsApp, Signal), and more robust cron scheduling for automated tasks. The agent supports every major LLM provider through OpenRouter, OpenAI, and Anthropic APIs, and can be deployed locally, via Docker, SSH, or Modal. With 35.1k GitHub stars and 4,500+ forks across 3,496 commits, Hermes Agent is one of the most actively developed personal agent frameworks. The skill generation loop is the headline feature: when Hermes successfully completes a new type of task, it packages the approach as a reusable skill and adds it to a personal skill library — effectively getting faster and more capable at your specific workflows without retraining.
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Hermes Agent verdict: SHIP 🚀 3 ships · 1 skip from the expert panel Full review: shiporskip.io/tool/hermes-agent-nous-research-self-improving-skill-generation-mcp
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“The skill generation loop is architecturally clever — instead of getting better through fine-tuning, it gets better through structured experience. 35k stars and 3,496 commits means this is actually maintained, not just a weekend project that went viral. MCP compatibility opens up a massive ecosystem of integrations out of the box.”
“Self-modifying agents that generate their own skills are notoriously hard to debug and audit. How do you know a generated skill is doing what you think? The multi-platform messaging support is a significant attack surface — an agent with access to your Slack, Discord, Signal, and WhatsApp is a single misconfiguration away from a serious data leak.”
“Hermes Agent is an early proof-of-concept for what AGI researchers call 'lifelong learning' applied to practical agents. If skill generation stabilizes and the skill library becomes shareable, you could imagine community skill marketplaces where agents improve based on the collective experience of thousands of users. That's a genuinely new paradigm.”
“The multi-platform messaging support makes this viable as a genuine personal assistant — not just a coding tool. An agent that can reach me wherever I am and gets smarter about my workflows over time is the dream. The setup complexity is real, but for technically-inclined creators willing to invest the time, this is worth exploring.”