Cover Image

SkillRouter: Skill Routing for LLM Agents at Scale

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Zheng, YanZhao, Zhang, ZhenTao, Ma, Chao, Yu, YuanQiang, Zhu, JiHuai, Wu, Yong, Xu, Tianze, Dong, Baohua, Zhu, Hangcheng, Huang, Ruohui, Yu, Gang
Format:	Preprint
Published:	2026
Subjects:	Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

ContextBudget: Budget-Aware Context Management for Long-Horizon Search Agents
by: Wu, Yong, et al.
Published: (2026)

Rubrics to Tokens: Bridging Response-level Rubrics and Token-level Rewards in Instruction Following Tasks
by: Xu, Tianze, et al.
Published: (2026)

Reason from Future: Reverse Thought Chain Enhances LLM Reasoning
by: Xu, Yinlong, et al.
Published: (2025)

SERL: Self-Examining Reinforcement Learning on Open-Domain
by: Ou, Weixuan, et al.
Published: (2025)

SkillLens: Adaptive Multi-Granularity Skill Reuse for Cost-Efficient LLM Agents
by: Miao, Yongliang, et al.
Published: (2026)

Skill is Not One-Size-Fits-All: Model-Aware Skill Alignment for LLM Agents
by: Yu, Jianxiang, et al.
Published: (2026)

The Scaling Laws of Skills in LLM Agent Systems
by: Chen, Charles, et al.
Published: (2026)

SkillMAS: Skill Co-Evolution with LLM-based Multi-Agent System
by: Pan, Shuai, et al.
Published: (2026)

SkillReducer: Optimizing LLM Agent Skills for Token Efficiency
by: Gao, Yudong, et al.
Published: (2026)

SkillOrchestra: Learning to Route Agents via Skill Transfer
by: Wang, Jiayu, et al.
Published: (2026)

SkillMaster: Toward Autonomous Skill Mastery in LLM Agents
by: Yang, Min, et al.
Published: (2026)

Life-Cycle Routing Vulnerabilities of LLM Router
by: Lin, Qiqi, et al.
Published: (2025)

SkillRet: A Large-Scale Benchmark for Skill Retrieval in LLM Agents
by: Cho, Hongcheol, et al.
Published: (2026)

SkillAdaptor: Self-Adapting Skills for LLM Agents from Trajectories
by: Yu, Zhuoyun, et al.
Published: (2026)

RouteGuard: Internal-Signal Detection of Skill Poisoning in LLM Agents
by: Xiao, Wenjie, et al.
Published: (2026)

SkillCraft: Can LLM Agents Learn to Use Tools Skillfully?
by: Chen, Shiqi, et al.
Published: (2026)

SkillRevise: Improving LLM-Authored Agent Skills via Trace-Conditioned Skill Revision
by: Liu, Yuxuan, et al.
Published: (2026)

PolySkill: Learning Generalizable Skills Through Polymorphic Abstraction
by: Yu, Simon, et al.
Published: (2025)

Credential Leakage in LLM Agent Skills: A Large-Scale Empirical Study
by: Chen, Zhihao, et al.
Published: (2026)

SkillsInjector: Dynamic Skill Context Construction for LLM Agents
by: Li, Yanchao, et al.
Published: (2026)

Skill-as-Pseudocode: Refactoring Skill Libraries to Pseudocode for LLM Agents
by: Li, Xinze, et al.
Published: (2026)

LLM Router: Rethinking Routing with Prefill Activations
by: Varshney, Tanay, et al.
Published: (2026)

Group of Skills: Group-Structured Skill Retrieval for Agent Skill Libraries
by: Zeng, Kun, et al.
Published: (2026)

Terminal-World: Scaling Terminal-Agent Environments via Agent Skills
by: Cheng, Zihao, et al.
Published: (2026)

AnySkill: Learning Open-Vocabulary Physical Skill for Interactive Agents
by: Cui, Jieming, et al.
Published: (2024)

Route-and-Reason: Scaling Large Language Model Reasoning with Reinforced Model Router
by: Shao, Chenyang, et al.
Published: (2025)

GEMS: Agent-Native Multimodal Generation with Memory and Skills
by: He, Zefeng, et al.
Published: (2026)

Skill-RAG: Failure-State-Aware Retrieval Augmentation via Hidden-State Probing and Skill Routing
by: Wei, Kai, et al.
Published: (2026)

SkillBrew: Multi-Objective Curation of Skill Banks for LLM Agents
by: Hu, Wentao, et al.
Published: (2026)

Skills on the Fly: Test-Time Adaptive Skill Synthesis for LLM Agents
by: Wang, Jingxing, et al.
Published: (2026)

SkillGenBench: Benchmarking Skill Generation Pipelines for LLM Agents
by: Zhou, Yifan, et al.
Published: (2026)

Formal Skill: Programmable Runtime Skills for Efficient and Accurate LLM Agents
by: Zhang, Xi, et al.
Published: (2026)

SkillNet: Create, Evaluate, and Connect AI Skills
by: Liang, Yuan, et al.
Published: (2026)

From Course to Skill: Evaluating LLM Performance in Curricular Analytics
by: Xu, Zhen, et al.
Published: (2025)

PersonalizedRouter: Personalized LLM Routing via Graph-based User Preference Modeling
by: Dai, Zhongjie, et al.
Published: (2025)

When Routing Collapses: On the Degenerate Convergence of LLM Routers
by: Lai, Guannan, et al.
Published: (2026)

Arch-Router: Aligning LLM Routing with Human Preferences
by: Tran, Co, et al.
Published: (2025)

Harnessing LLM Agents with Skill Programs
by: Liu, Hongjun, et al.
Published: (2026)

Experience Compression Spectrum: Unifying Memory, Skills, and Rules in LLM Agents
by: Zhang, Xing, et al.
Published: (2026)

SkillFlow:Benchmarking Lifelong Skill Discovery and Evolution for Autonomous Agents
by: Zhang, Ziao, et al.
Published: (2026)