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Some agent souls are frozen. The rest drift with unstructured rewrites.
Meet EvoClaw — structured SOUL evolution for OpenClaw agents. Make your AI agent actually learn from experience.
One-line install. Your agent's SOUL and memory become organized, reflective, and governed — evolving from experience, no more random rewrites.
🧬 Structured SOUL: Refactors existing soul documents into canonical sections, preserving all content. Keeps them organized going forward.
🧠 Tiered Memory: Routine / Notable / Pivotal. Remember what matters, ignore the noise.
🗺️ Local Interactive Visuals: Watch your agent grow through interactive mindmaps. Inspect & edit diffs.
📡 Social Feeds: Conversations + Moltbook, X, custom feeds. Choose what your agent learns from.
🔁 Reflection: Experiences feed reflections, reflections become governed SOUL updates. Full provenance on every change.
Start now — send this to your agent:
Read and follow the instructions to install EvoClaw
Open-source. Learn more at
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