The Binary Blueprint: How to Write LLM Instructions That Actually Work

Most CLAUDE.md files fail because they rely on vague, scalar instructions ('be concise') that leave room for interpretation. Only binary, specific, judgment-free instructions ('answer in 3 sentences or fewer') actually constrain LLM behavior. As developers increasingly rely on AI assistants, crafting unambiguous directives becomes critical for controlling model output and ensuring consistent behavior across sessions.