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A skill file that teaches Claude and other LLMs to identify and remove predictable AI writing patterns—throat-clearing phrases, structural clichés, and vague declaratives. Includes reference guides for banned phrases, structural patterns, and before/after examples. Works with Claude Code, Claude Projects, custom instructions, or API calls.