Prompt Enhancer & Optimizer

An optimized prompt has five qualities: specificity (clear about what you want), context (background information the AI needs), constraints (length, tone, format requirements), examples (showing the desired output style), and structure (logical ordering of instructions). The agent adds all five elements to any basic prompt, which typically improves output quality dramatically across all major AI models.

Yes. Well-structured prompts improve results across ChatGPT, Claude, Gemini, Llama, and any other LLM. The core principles — specificity, context, constraints, and examples — are universal. The agent can optionally tune the formatting for a specific model's strengths, but the enhanced prompt will perform better than the original on any platform.