Stop Writing AI Agent Prompts Like It's 2023: The Framework That Makes Your OpenClaw Agent Actually Work

Your agent isn't broken. Your SOUL.md is. I've deployed dozens of AI agents. WhatsApp bots, Telegram assistants, Discord helpers — you name it. And for months, I kept hitting the same wall: The agent would work perfectly for 3-4 messages. Then it would completely lose character. Sound familiar? Maybe your agent starts responding generically. Maybe it ignores the constraints you carefully defined. Maybe it suddenly performs actions you never configured it to do. I tried everything. Longer system prompts. Shorter system prompts. JSON schemas. XML tags. More examples. Fewer examples. Nothing stuck. Then I created the LEONIDAS framework, and my agents finally work. The Prompt Problem Nobody Talks About Here's what most agent tutorials don't tell you: the structure of your prompt matters more than the content. Most developers write SOUL.md files like this: You are a sales assistant. Help users with their questions and try to sell them our products. That's not a prompt. That's a prayer. No c