Prompt Auto-Optimizer

Optimizes prompts through genetic algorithms that automatically evolve and improve prompt performance across multiple generations using multi-objective optimization, trajectory recording, and reflection-based failure diagnosis for production environments requiring high-quality prompt outputs.

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Created Aug 2025
@sloth-wq/sloth-wq-prompt-auto-optimizer-prompt-auto-optimizer-mcp

About

Optimizes prompts through genetic algorithms that automatically evolve and improve prompt performance across multiple generations using multi-objective optimization, trajectory recording, and reflection-based failure diagnosis for production environments requiring high-quality prompt outputs.

Categories

general

Installation

npm

npm install @sloth-wq/sloth-wq-prompt-auto-optimizer-prompt-auto-optimizer-mcp

Configuration

{ "mcpServers": { "sloth-wq-prompt-auto-optimizer-prompt-auto-optimizer-mcp": { "command": "npx", "args": [ "-y", "@sloth-wq/sloth-wq-prompt-auto-optimizer-prompt-auto-optimizer-mcp" ] } } }