opt

What problem does it solve?

This Skill converts rough or unclear prompts, system messages, and instructions into clearer, more complete, and agent-appropriate prompts to reduce wasted iterations and improve model output quality.

Core Features & Use Cases

• Classification Gate: Automatically classifies input as TRIVIAL, STANDARD, COMPLEX, or PRODUCTION to select the appropriate optimization path.
• Technique Selection & Multi-Phase Pipeline: Chooses prompt-engineering techniques and runs a multi-phase PromptForge pipeline (SCOPE, Optimize, Structure, Score, Meta-Prompting) to produce a polished prompt and a 0–100 score breakdown.
• Cortex Integration & Persistence: Pre-searches and optionally persists high-scoring variants to a Cortex collection for reuse (PRODUCTION flow); includes explicit error handling and fallbacks for unavailable resources.
• Use Case: Improve a customer-service system prompt, refine a technical code-generation instruction, or optimize an agent brief for production deployment.

Quick Start

Use the /opt command to optimize the prompt "Create a concise and persuasive product description for a new wireless earbud".