token-budget-optimizer

What problem does it solve?

This Skill addresses the challenge of maintaining AI output quality and managing costs in long, multi-step product management workflows by optimizing token usage.

Core Features & Use Cases

• Context Budgeting: Defines strategies for active, compressed, and memory contexts.
• Content Management: Provides plans for keeping, compressing, or archiving information.
• Escalation Rules: Establishes criteria for escalating tasks to more powerful models or human review.
• Use Case: When an AI agent is working on a complex product strategy that spans several weeks, this skill helps ensure that crucial information remains accessible and relevant without exceeding token limits, thereby maintaining high output quality and controlling costs.

Quick Start

Use the token-budget-optimizer skill to create a context budget strategy for a multi-week product development project.