« All posts

Skill Bodies Should Load on Demand

Skill bodies should be loaded on demand to optimize runtime efficiency and reduce unnecessary complexity.

A well-designed skill system balances the need for durable instructions with the necessity of maintaining runtime efficiency. APC manages reusable skill files while APX ensures that not all skill bodies are loaded at once, preventing unnecessary noise and token costs. This approach allows the model to focus on relevant instructions, enhancing overall performance.