Claude Skill
baibizhe/Awesome-Skills-Paper
A curated GitHub repository listing research papers on agent skills, including skill acquisition, representation, transfer, and composition for intelligent agents.
Overview
Repository
Install this Skill
git clone https://github.com/baibizhe/Awesome-Skills-Paper.gitRegistry
Summary
A curated list of research papers on agent skills, covering skill acquisition, representation, and transfer in intelligent agents.
包含智能体技能论文列表
Key features
- Curated collection of agent skill papers
- Covers skill acquisition and representation
- Includes skill transfer and composition
- Regularly updated with latest research
Use cases
- Literature review on agent skills
- Research reference for skill learning
- Benchmarking skill transfer methods
- Exploring skill composition techniques
README excerpt
# Awesome-Agent-Skills-Papers A curated list for agent skills papers, following the organization style of [Awesome-Efficient-LLM](https://github.com/horseee/Awesome-Efficient-LLM). ## Full List - Skill Learning / Self-Improvement - Skill-Oriented Reasoning / World Modeling - Skill Routing / Orchestration / Ecosystems - Skill Benchmarks / Evaluation - Security / Robustness - Survey / Taxonomy / Theory ### Notes - This list merges the current README structure you provided with the additional skill-related papers we identified as missing candidates. - The duplicated entries `2602.06130` and `2601.04748` are each included only once. - For conceptual or survey papers without a single headline metric in the abstract, the “Introduction” field summarizes the main takeaway instead of forcing a number. - Because several added papers predate October 2025, the time range below is expanded accordingly. #### Contributing If you'd like to add more skill papers, benchmarks, or repositories, feel free to extend the same markdown format: `Title & Authors | Introduction | Links` --- ## Paper List (2024-10 - 2026-03) ### Quick Link - [Skill Learning / Self-Improvement](#skill-learning--self-improvement) - [Skill-Oriented Reasoning / World Modeling](#skill-oriented-reasoning--world-modeling) - [Skill Routing / Orchestration / Ecosystems](#skill-routing--orchestration--ecosystems) - [Skill Benchmarks / Evaluation](#skill-benchmarks--evaluation) - [Security / Robustness](#security--robustness) - [Survey / Taxonomy / Theory](#survey--taxonomy--theory) --- ## Skill Learning / Self-Improvement | Title & Authors | Introduction | Links | |:--|:--|:--:| | **XSkill: Continual Learning from Experience and Skills in Multimodal Agents**<br>Guanyu Jiang, Zhaochen Su, Xiaoye Qu, Yi R. Fung
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