Text & Prompt Optimizer
Reduces token consumption and improves LLM instruction quality through automated text compression and structural optimization.
The Text Optimizer skill is a specialized tool for Claude Code designed to maximize token efficiency and model performance by applying 41 research-backed rules to prompts, documentation, and agent instructions. It offers three distinct modes—Light, Medium, and Deep—allowing users to choose between simple text cleanup and aggressive structural rephrasing that can reduce token counts by 20–40%. By optimizing Claude's behavior, improving reference integrity, and enhancing structural clarity using XML tags and imperative language, this skill helps developers create cheaper, faster, and more accurate AI-driven workflows while minimizing hallucinations.