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Optimize OpenClaw Agent Setup with Skill Builder

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Machina
Contributed byMachinaXSource

Feb 20, 2026

Optimize OpenClaw Agent Setup with Skill Builder A step-by-step guide to get insane results from OpenClaw by engineering the main prompt, training memory, and building a skill builder for reusable workflows.

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1. Engineer your main agent prompt like building a co-founder, focusing on what you want to talk to every day. 2. Run a deep interview: prompt OpenClaw to interrogate you about your business, goals, workflows for up to 2 hours. 3. Train the memory system manually for the first week, showing what's worth remembering and what's noise. 4. Use GPT-5.3-Codex as main model for agentic work, assign MiniMax to subagents that don't need heavy reasoning to save costs. 5. Build a "skill builder" skill: one that recognizes when a task might repeat based on your context and turns it into a reusable workflow automatically. 6. Guide your agent towards what you really want, making sure it creates markdown files for specific things like todos, best coding practices, SOPs. Note: Install supermemory for better recall experience.

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References

Categories:productivity| twitter| ai-agent| openclaw

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