arXiv:2604.16911cs.AI2026-04被引 3

为智能体技能包提供可验证的管理与分发系统,解决兼容性与协同性问题

Skilldex: A Package Manager and Registry for Agent Skill Packages with Hierarchical Scope-Based Distribution

  • 基于编译器思路对技能包格式进行逐行合规性评分
  • 通过技能集抽象实现相关技能共享上下文并保持行为一致
  • 适合构建协作式智能体系统的开发者和研究者使用

大型语言模型(LLM)代理正通过运行时加载的技能包进行扩展,这些技能包是以自然语言结构化指令形式存在的集合,来自已知目录。尽管已有社区安装工具和注册表,但仍存在两大空白:缺乏对技能包是否符合 Anthropic 公布格式规范的公开评分机制;缺乏将相关技能与其所需共享上下文捆绑的机制,以维持彼此的一致性。本文提出 Skilldex,一个针对智能体技能包的包管理器与注册表,以填补这两项空白。核心创新包括:(1) 基于编译器风格的格式合规性评分,提供描述具体性、前言有效性及结构一致性等层面的逐行诊断;(2) 技能集抽象(skillset abstraction),即一组相关技能及其共享资产(词汇表、模板、参考文档)的打包,以保证跨技能的行为一致性。此外,系统还包含三层次作用域体系、人机协同的代理建议循环、仅含元数据的社区注册表以及模型上下文协议(MCP)服务器。系统以 TypeScript CLI(skillpm / spm)实现,后端基于 Hono/Supabase,开源可用。

原文摘要 · Abstract (English)

Large Language Model (LLM) agents are increasingly extended at runtime via skill packages, structured natural-language instruction bundles loaded from a well-known directory. Community install tooling and registries exist, but two gaps persist: no public tool scores skill packages against Anthropic's published format specification, and no mechanism bundles related skills with the shared context they need to remain mutually coherent. We present Skilldex, a package manager and registry for agent skill packages addressing both gaps. The two novel contributions are: (1) compiler-style format conformance scoring against Anthropic's skill specification, producing line-level diagnostics on description specificity, frontmatter validity, and structural adherence; and (2) the skillset abstraction, a bundled collection of related skills with shared assets (vocabulary files, templates, reference documents) that enforce cross-skill behavioral coherence. Skilldex also provides supporting infrastructure: a three-tier hierarchical scope system, a human-in-the-loop agent suggestion loop, a metadata-only community registry, and a Model Context Protocol (MCP) server. The system is implemented as a TypeScript CLI (skillpm / spm) with a Hono/Supabase registry backend, and is open-source.

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