Refine Production System Prompts & AGY Subagent Codices

Benchmark raw prompts with instant quality scoring (Clarity, Constraint Adherence, Tool Safety) and generate optimized XML/Markdown instructions for Claude 3.7, ChatGPT o3, and Gemini 2.5.

BENCHMARK & IMPROVER

✨ System Prompt Benchmarker

Enter your prompt objective below for instant AI quality scoring & production refactoring.

Overall Grade

A+

Clarity Score

98%

Constraint Safety

96%

Token Efficiency

94%

Target Model Architecture

Raw Prompt Task / Goal:

Production Refined Output

// Click "Benchmark & Refine Prompt" to analyze and optimize your instructions...