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SkillBrew: Multi-Objective Curation of Skill Banks for LLM Agents
让LLM Agents拥有更强大的技能库，多目标策划方法SkillBrew带来更高效的技能筛选与组合方案。
arXiv:2605.29440v1 Announce Type: cross Abstract: Retrieval-augmented LLM agents increasingly rely on curated skill banks: collections of reusable tex…
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Claude Code as a Daily Driver: Claude.md, Skills, Subagents, Plugins, and MCPs
Claude Code进阶攻略：掌握CLAUDE.md、Skills和Subagents，让AI编码更得心应手。
Article URL: https://arps18.github.io/posts/claude-code-mastery/ Comments URL: https://news.ycombinator.com/item?id=48289950 Points: 296 # Comments: 2…
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美团推出“跑腿 Skill”，可对接各大 AI 助手实现“一句话点单”
对接各大AI助手，用自然语言一键下单跑腿服务，自动识别场景并完成订单，省去多步操作。
IT之家 5 月 26 日消息，美团发文宣布推出“跑腿 Skill”，相应 Skill 主要用于对接各大 AI 助手，接入后用户只需利用自然语言输入命令，即可让 AI 助手调用美团跑腿完成下单，系统自动完成场景识别、地址匹配、价格预估与订单提交，将原本多步操作压缩为一步。 据介绍，该 Skill 采…
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OpenSkillEval: Automatically Auditing the Open Skill Ecosystem for LLM Agents
新论文提出自动审计框架，评估LLM智能体的开放技能生态系统，助力安全与能力验证。
arXiv:2605.23657v1 Announce Type: new Abstract: Skills, i.e., structured workflow instructions distilled for large language models (LLMs), are becomin…
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Skill Weaving: Efficient LLM Improvement via Modular Skillpacks
新框架SkillWeave通过模块化技能包让大模型高效专业化，成本低、兼容多领域
arXiv:2605.22205v1 Announce Type: new Abstract: Large language models increasingly require specialization across diverse domains, yet existing approac…
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The Scaling Laws of Skills in LLM Agent Systems
首次揭示LLM代理系统中技能缩放定律，基于15个模型、超百万数据点的实证研究
arXiv:2605.16508v1 Announce Type: new Abstract: As agent systems scale, skills accumulate into large reusable libraries, yet their scaling laws remain…
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SkillFlow: Flow-Driven Recursive Skill Evolution for Agentic Orchestration
提出Flow-Driven递归技能进化框架，解决智能体编排中策略崩溃与信用分配难题，为LLM智能体自动化复杂任务提供新思路。
arXiv:2605.14089v1 Announce Type: new Abstract: In recent years, a variety of powerful LLM-based agentic systems have been applied to automate complex…
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MMSkills: Towards Multimodal Skills for General Visual Agents
提出MMSkills框架，为通用视觉智能体注入可重用的多模态技能，超越传统文本或代码型技能库
arXiv:2605.13527v2 Announce Type: replace Abstract: Reusable skills have become a core substrate for improving agent capabilities, yet most existing s…
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Skill Neologisms: Towards Skill-based Continual Learning
基于技能新词的持续学习新范式，探索模型如何持续积累和组合技能
arXiv:2605.04970v2 Announce Type: replace Abstract: Modern LLMs show mastery over an ever-growing range of skills, as well as the ability to compose t…
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Introducing skills, the open agent skills ecosystem
Vercel发布skills CLI与生态平台，一键安装管理Agent技能包，支持多款AI助手，提升智能体扩展性。
We released skills , a CLI for installing and managing skill packages for agents. Install a skill package with npx skills add <package> . So far…