token-optimization

name	token-optimization
type	analysis
description	USE FOR: Evaluating prompts, instructions, agents, and context choices for token-efficient software engineering workflows. DO NOT USE FOR: Replacing security review, exposing secrets, or analyzing customer data without permission.
license	MIT
metadata	{"version":"1.0"}

Token Optimization

Overview

Help teams evaluate whether their AI coding customizations improve quality, safety, and token efficiency.

Triggers

• "Evaluate this prompt for token efficiency."
• "Compare these instructions for quality and cost."
• "Review this agent customization before we make it the default."

Expectations

• Prefer customer-owned eval data.
• Keep fixtures small and relevant.
• Score correctness, groundedness, safety, developer experience, and token efficiency.
• Recommend measurable changes rather than subjective preferences.