Prompt Optimization Skill

Overview

Automatically applies prompt repetition for Haiku agents to improve accuracy by 4-5x on structured tasks.

Research Source: "Prompt Repetition Improves Non-Reasoning LLMs" (arXiv 2512.14982v1)

When to Activate

This skill activates automatically for:

• Haiku agents executing structured tasks
• Unit test execution
• Linting and formatting
• Parsing and extraction
• List operations (find, filter, count)