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cs.AI2026
SkillRubric: Co-Evolving Actor Guidance and Evaluator Rubrics for Multimodal Agents
Bingqing Jiang, Guoxi Zhang, Jasper Wang +7
Recent work incorporates reusable skills distilled from past interactions into multimodal agent training, providing procedural guidance for long-horizon planning and tool use. Howe…
cs.AI2026
OpenClaw-Skill: Collective Skill Tree Search for Agentic Large Language Models
Tianyi Lin, Chuanyu Sun, Jingyi Zhang +6
Equipping Large Language Model (LLM) agents with effective skills is crucial for solving complex tasks in real-world systems like OpenClaw. In this work, we aim to develop a framew…