SkillEvolBench: Benchmarking the Evolution from Episodic Experience to Procedural Skills Paper • 2605.24117 • Published 11 days ago • 20
MUSE-Autoskill: Self-Evolving Agents via Skill Creation, Memory, Management, and Evaluation Paper • 2605.27366 • Published 7 days ago • 24
SkillGrad: Optimizing Agent Skills Like Gradient Descent Paper • 2605.27760 • Published 7 days ago • 27
Skill0.5: Joint Skill Internalization and Utilization for Out-of-Distribution Generalization in Agentic Reinforcement Learning Paper • 2605.28424 • Published 6 days ago • 27
SkillOpt: Executive Strategy for Self-Evolving Agent Skills Paper • 2605.23904 • Published 11 days ago • 213
Skill1: Unified Evolution of Skill-Augmented Agents via Reinforcement Learning Paper • 2605.06130 • Published 26 days ago • 111
Trace2Skill: Distill Trajectory-Local Lessons into Transferable Agent Skills Paper • 2603.25158 • Published Mar 26 • 53
SkillClaw: Let Skills Evolve Collectively with Agentic Evolver Paper • 2604.08377 • Published Apr 9 • 291
MemSkill: Learning and Evolving Memory Skills for Self-Evolving Agents Paper • 2602.02474 • Published Feb 2 • 63
Graph of Skills: Dependency-Aware Structural Retrieval for Massive Agent Skills Paper • 2604.05333 • Published Apr 7 • 22
Skill-SD: Skill-Conditioned Self-Distillation for Multi-turn LLM Agents Paper • 2604.10674 • Published Apr 12
SkillsVote: Lifecycle Governance of Agent Skills from Collection, Recommendation to Evolution Paper • 2605.18401 • Published 15 days ago • 126
SkillOrchestra: Learning to Route Agents via Skill Transfer Paper • 2602.19672 • Published Feb 23 • 58
SkillOS: Learning Skill Curation for Self-Evolving Agents Paper • 2605.06614 • Published 26 days ago • 46
SkillX: Automatically Constructing Skill Knowledge Bases for Agents Paper • 2604.04804 • Published Apr 6 • 35
SkillFlow:Benchmarking Lifelong Skill Discovery and Evolution for Autonomous Agents Paper • 2604.17308 • Published Apr 19 • 22
SkillLearnBench: Benchmarking Continual Learning Methods for Agent Skill Generation on Real-World Tasks Paper • 2604.20087 • Published Apr 22 • 15
SkillRet: A Large-Scale Benchmark for Skill Retrieval in LLM Agents Paper • 2605.05726 • Published 26 days ago • 1
SkillsBench: Benchmarking How Well Agent Skills Work Across Diverse Tasks Paper • 2602.12670 • Published Feb 13 • 62
Skills on the Fly: Test-Time Adaptive Skill Synthesis for LLM Agents Paper • 2605.16986 • Published 17 days ago
SkillMAS: Skill Co-Evolution with LLM-based Multi-Agent System Paper • 2605.09341 • Published 17 days ago