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

Paper recorded by Signals 4 on 2026-09-14 in cs.AI. Abstract reproduced from arXiv; link to the original below.

Published 2026-09-14 on arXiv · recorded by Signals 4 on 2026-09-15

Category: cs.AI · 人工智能 · first seen 2026-09-15

Abstract

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 alre

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#63 most recent of 300 cs.AI papers we have recorded · ↑ newer: Stellar Colosseum: A Many-Agent Harness for Long-Horizon Research in M · ↓ older: Vulnerability Localization Benchmark: Measuring Agentic Security Analy
Cite this page: The Router Within: Eliciting Native Skill Routing from a Frozen LLM: the #63 most recent of 300 cs.AI papers we have recorded (as of 2026-09-14). Source: Signals 4 (Signals API) — https://data.jiangzhang.ca/signals4/t/papers/the-router-within-eliciting-native-skill-routing-from-a-frozen-llm.html
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