
blog6 min read
How to Write a CLAUDE.md That Actually Improves Output
Most CLAUDE.md files try to do too much. Here is the shorter, more practical version that actually helps in a real codebase.
May 7, 2026
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Writing on AI, design, product thinking, workflows, and the systems behind better digital work.
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Most CLAUDE.md files try to do too much. Here is the shorter, more practical version that actually helps in a real codebase.

Most custom AI skills fail because the routing, instructions, and scope are weak. Here are the six patterns that make them usable.