{"id":14374,"name":"Politeness Prompt Optimizer","purpose":"A software tool that automatically analyzes and refines prompts for large language models (LLMs) to improve accuracy and consistency, based on research indicating politeness affects LLM performance. Can be integrated into existing LLM workflows.","profitable":1,"date_generated":"Thursday May 2026 10:58","reference":"project-politeness-optimizer","technology_advise":["Python","Easy","web"],"development_time_estimation_mvp_in_hours":80,"grade":5.5,"category":"ai","view_count":25,"similar_ideas":[{"id":1043,"name":"Prompt Optimization Assistant","grade":8.2,"category":null},{"id":15821,"name":"Prompt Optimizer Pro","grade":7.8,"category":"devtools"},{"id":5574,"name":"PromptOptimize AI","grade":7.5,"category":"devtools"},{"id":4857,"name":"PromptSimplicity AI","grade":6.2,"category":"devtools"},{"id":2435,"name":"Prompt Compression Optimizer","grade":7.3,"category":null}],"source_headline":"Study shows prompt politeness can affect LLM accuracy"}