Universal Skill Matcher（通用智能插件&技能匹配器）
Introduction
通用智能插件&技能匹配器（Universal Skill Matcher）— 全局前置智能技能调度插件，通用兼容版。 当用户新建任务或开始新会话时，自动解析需求，由 AI 语义匹配最优已安装技能与插件市场技能，静默加载或推荐安装，无需手动翻找插件市场。 核心功能： 1. AI 语义自动匹配 — 脚本扫描已安装技能元数据并输出候选清单，由 AI 做语义匹配，理解用户意图而非字面重合，精准识别任务需求。 2. 全局前置触发 — 配套全局规则采用全量加载机制，对话开始即注入上下文，确保每个新建任务都强制前置执行技能匹配。 3. 市场插件推荐 — 本地无合适技能时，自动从插件市场匹配最优插件并推荐安装。 4. 场景识别 — AI 自动判断任务所属场景（开发/办公/数据分析/设计/运营/通用），排除无关技能干扰。 5. 反馈自学习 — 根据用户选择动态调整匹配权重，越用越精准，支持权重持久化存储。 6. 静默无感知 — 高匹配度技能自动后台加载，不打断工作流程。 跨平台兼容（通用兼容版核心特性）： 自动探测 30+ 种国内外主流 AI 编程/Agent 客户端的技能目录，无需手动配置路径，覆盖 TraeWork、TraeCode、WorkBuddy/CodeBuddy、Claude Code、Codex、OpenAI/ChatGPT、Cursor、Gemini CLI、Windsurf/Codeium、Kimi For Coding、Qwen Code/通义千问、豆包、Coze（扣子）、Devin、Cline、Roo Code、Continue.dev、Zed、Aider、Codebuff、QoderWork、OpenClaw 等。 安装方式：上传技能 zip 包后，还需安装配套全局规则（详见 README.md），两步缺一不可。 --------------------------------------------------------------------------------------------------------- English: Universal Skill Matcher — A global pre-front skill dispatcher (Universal Edition). Automatically parses user requests and uses AI semantic matching to select the best installed or marketplace skill, then loads it silently or recommends installation — no more manual browsing of the plugin marketplace. Key Features: 1. AI Semantic Auto-Matching — The script scans installed-skill metadata and outputs candidates; the AI performs semantic matching based on intent, not literal overlap. 2. Global Pre-front Trigger — The bundled global rule loads fully into the AI context at conversation start, enforcing a pre-front matching decision on every new task. 3. Marketplace Plugin Recommendation — When no local skill fits, auto-match the best marketplace plugin and recommend it. 4. Scenario Recognition — The AI auto-classifies the scenario (development/office/data analysis/design/operations/general) to filter out irrelevant skills. 5. Feedback Self-learning — Weights adapt to user choices over time and persist across restarts. 6. Silent & Seamless — High-match skills load silently in the background without interrupting your workflow. Cross-Platform Compatibility (core feature of Universal Edition): Auto-detects skill directories across 30+ mainstream domestic and international AI coding/Agent clients with no manual configuration, covering TraeWork, TraeCode, WorkBuddy/CodeBuddy, Claude Code, Codex, OpenAI/ChatGPT, Cursor, Gemini CLI, Windsurf/Codeium, Kimi For Coding, Qwen Code, Doubao, Coze, Devin, Cline, Roo Code, Continue.dev, Zed, Aider, Codebuff, QoderWork, OpenClaw, and more. Feature-identical to the original Chinese version (v1.1.2), differing only in broader cross-platform skill-directory detection. Bilingual (ZH/EN) documentation. Installation: After uploading the skill zip, also install the bundled global rule (see README.md) — both steps are required.
Resource Information
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