Simple Prompt Optimizer
Transforms user prompts into optimized versions using the CO-STAR framework with instant improvement and deep critiqu...
What it does
Transforms user prompts into optimized versions using the CO-STAR framework with instant improvement and deep critique-and-refine modes.
A lightweight prompt optimization server that transforms user prompts into high-performance versions using the CO-STAR framework (Context, Objective, Style, Tone, Audience, Response). Offers two optimization modes: instant improvement for quick enhancements and deep optimization with critique-and-refine workflow for complex prompts. Integrates with OpenRouter API and supports multiple task types including coding, creative writing, analysis, and debugging.
Capabilities
Server
Quality
deterministic score 0.55 from registry signals: · indexed on pulsemcp · has source repo · 2 github stars · registry-generated description present