SkillOS: Learning Skill Curation for Self-Evolving Agents Paper • 2605.06614 • Published 1 day ago • 4
Heterogeneous Scientific Foundation Model Collaboration Paper • 2604.27351 • Published 9 days ago • 208
From Skill Text to Skill Structure: The Scheduling-Structural-Logical Representation for Agent Skills Paper • 2604.24026 • Published 12 days ago • 19
From Context to Skills: Can Language Models Learn from Context Skillfully? Paper • 2604.27660 • Published 6 days ago • 142
SkillClaw: Let Skills Evolve Collectively with Agentic Evolver Paper • 2604.08377 • Published 30 days ago • 289
SKILL0: In-Context Agentic Reinforcement Learning for Skill Internalization Paper • 2604.02268 • Published Apr 2 • 100
Emergent Social Intelligence Risks in Generative Multi-Agent Systems Paper • 2603.27771 • Published Mar 29 • 52
Trace2Skill: Distill Trajectory-Local Lessons into Transferable Agent Skills Paper • 2603.25158 • Published Mar 26 • 52
From Static Templates to Dynamic Runtime Graphs: A Survey of Workflow Optimization for LLM Agents Paper • 2603.22386 • Published Mar 23 • 57
Effective Strategies for Asynchronous Software Engineering Agents Paper • 2603.21489 • Published Mar 23 • 6
MetaClaw: Just Talk -- An Agent That Meta-Learns and Evolves in the Wild Paper • 2603.17187 • Published Mar 17 • 139
SWE-Skills-Bench: Do Agent Skills Actually Help in Real-World Software Engineering? Paper • 2603.15401 • Published Mar 16 • 19
Strategic Navigation or Stochastic Search? How Agents and Humans Reason Over Document Collections Paper • 2603.12180 • Published Mar 12 • 65