Alibaba Cloud Developer

Apr 3, 2026 · Artificial Intelligence

Why OpenClaw Gets Smarter Over Time: Inside Its Self‑Evolving Markdown Engine

The article explains how OpenClaw’s “use‑more‑you‑use‑more” effect stems from a self‑evolving markdown file system that records agent identity, user profile, skills, memory, and lessons, enabling continuous learning, precise retrieval, and personalized AI behavior without changing the underlying model.