when-optimizing-prompts-use-prompt-optimization-analyzer

Token waste occurs from redundancy, verbosity, and filler words. This skill analyzes prompts to detect these inefficiencies and recommends concrete optimizations with before/after comparisons and token-savings estimates to keep prompts within budget while maintaining clarity.

Anti-patterns include vague terms, conflicting requirements, and ambiguous triggers that reduce prompt effectiveness. This skill detects these patterns and flags them, enabling you to refine instructions for consistency and actionable guidance.

Yes. This skill applies token efficiency and anti-pattern detection across prompts during skill creation, maintenance, and updates, helping you manage multiple prompts within token budgets without sacrificing clarity or consistency.

This skill generates optimization recommendations that include token-savings estimates, showing the difference between your original and optimized versions so you can quantify efficiency gains before implementing changes.

Verbosity is redundancy and filler that wastes tokens without adding clarity; necessary detail provides actionable guidance. This skill distinguishes between them by analyzing trigger clarity and requirement specificity, then recommends removals that preserve intent.