prompt-optimizer

Optimize Claude prompts by applying Anthropic-guided patterns to maximize instruction adherence and output quality. The skill rewrites prompts across system prompts, verbosity controls, and formatting constraints to deliver a ready-to-use snippet.

The best way to structure Claude 4.x prompts is applying pattern-driven optimization using references for agentic tasks and formatting. This adds explicit motivation, instructions, and examples to guide behavior.

Yes, you can rewrite prompts to include tool-use directives. The skill applies Anthropic guidance and template patterns across system prompts and formatting constraints to improve response quality for tool-use.

Apply formatting constraints by relying on references and pattern templates to drive the transformation. The skill processes your input prompt and delivers a concise, instruction-focused output ready for execution.

You need Anthropic-guided patterns when your Claude prompts lack clear instructions or desired outcome alignment. The skill solves this by rewriting prompts with established patterns, explicit instructions, and relevant examples.

Yes, the prompt optimizer works without external dependencies. It relies entirely on internal reference files for patterns, formatting, and agentic guidance to transform your input into an optimized Claude prompt.