**The Router Within: Eliciting Native Skill Routing from a Frozen LLM** > Skill

**The Router Within: Eliciting Native Skill Routing from a Frozen LLM**

> Skills extend an LLM agent beyond its parametric knowledge, and the gain they promise rests on picking the right one. Deployed harnesses route by preloading every skill's metadata into the context, which disperses the agent's attention and caps the library size. Retrieval pipelines move the selection out of the context, but also out of the agent's capability. We show that the frozen agent LLM already carries the rout...

**来源信息**
- **来源**：HuggingFace Daily Papers（社区热门论文）
- **分类**：论文
- **发布时间**：2026-09-16 08:00（北京时间）
- **原文**：[打开原文](https://huggingface.co/papers/2609.15982)