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skill learning

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o-ai.tech
o-ai.tech
Apr 17, 2026 · Artificial Intelligence

How Hermes Agent Self‑Evolves: Memory, Skills, and Offline Training Pipelines

This article dissects Hermes Agent’s self‑evolution mechanism, explaining how stable facts are stored in memory, reusable procedures become skills, and rollout trajectories are turned into training data through background review, context compression, and OPD‑based token‑level distillation.

Agent ArchitectureHermes Agentcontext compression
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How Hermes Agent Self‑Evolves: Memory, Skills, and Offline Training Pipelines