向量嵌入

bid-manager

youyouhe

投标全流程管理器。编排所有 bid skills 按流水线自动执行，支持一键投标、 断点续跑、指定阶段启动。10个阶段：分析→核实→信息收集→商务标→技术标→ 图表→扫描件→质检→自动修复→生成Word。 当用户要求一键投标、全流程投标、管理投标进度、继续投标流程时触发。 前置条件：需要有招标/磋商/采购文件。

website-to-vite-scraper

breverdbidder

Multi-provider website scraper that converts any website (including CSR/SPA) to deployable static sites. Uses Playwright, Apify RAG Browser, Crawl4AI, and Firecrawl for comprehensive scraping. Triggers on requests to clone, reverse-engineer, or convert websites.

ollama

balloob

Use this if the user wants to connect to Ollama or leverage Ollama in any shape or form inside their project. Guide users integrating Ollama into their projects for local AI inference. Covers installation, connection setup, model management, and API usage for both Python and Node.js. Helps with text generation, chat interfaces, embeddings, streaming responses, and building AI-powered applications using local LLMs.

tavily-search

veithly

Tavily AI search API - Optimized search for AI agents. Use when searching the web for current information, news, facts, or any task requiring real-time data.

react-human-made

humanmade

Human Made React component standards. Apply when writing React components, reviewing React code, or building WordPress block editor interfaces. Covers functional components, hooks, PropTypes, and component organization.

jmap-email

jacobrask

Enables JMAP email operations using Node.js and jmap-jam library. Use when working with JMAP email servers, FastMail, Cyrus IMAP, Stalwart Mail Server, or when user mentions email search, reading, sending, or mailbox management.

user-story-generator

LKB-99

"Use this skill when users want to create, write, or generate user stories, acceptance criteria, or agile development tasks. Triggers: user story, acceptance criteria, agile, backlog, sprint, Gherkin, BDD, feature, epic, INVEST."

zlib-download

psylch

Search and download books from Z-Library and Anna's Archive. Use when user wants to find, search, download, or look up books, papers, or ebooks. Trigger phrases include "find book", "search book", "download book", "找书", "下载书籍", "搜书", "book search", "zlibrary", "anna's archive".

llms-generative-ai

pluginagentmarketplace

LLMs, prompt engineering, RAG systems, LangChain, and AI application development

@tank/frontend-craft

tankpkg

Expert frontend craft for building apps that make users go "wow, this is fast and easy." Covers micro-interactions, perceived performance, premium component patterns, visual polish, state choreography, component architecture, and shadcn registry discovery via the CLI. Synthesizes Saffer (Microinteractions), Wathan/Schoger (Refactoring UI), Krug (Don't Make Me Think), Yablonski (Laws of UX), Nabors (Animation at Work), Tidwell (Designing Interfaces), plus production patterns from Linear, Vercel, Notion, and the external component ecosystem. Trigger phrases: "micro-interaction", "make it feel fast", "loading state", "skeleton screen", "optimistic update", "framer motion", "animation", "command palette", "data table", "TanStack Table", "toast notification", "sonner", "cmdk", "shadcn", "UI polish", "wow factor", "delightful UI", "premium feel", "perceived performance", "empty state", "page transition", "error state", "form UX", "modal pattern", "visual polish", "spring animation", "aceternity", "aceternity ui", "3d card", "parallax scroll", "text effect", "animated background", "hero section", "spotlight effect", "aurora background", "bento grid", "card hover", "typewriter effect", "text generate", "floating navbar", "background beams", "lamp effect", "sparkles", "shadcn space", "shadcnspace", "dashboard blocks", "marketing blocks", "landing page blocks", "pricing section", "testimonials", "feature section", "animated button", "animated component", "21st.dev", "21st dev", "react bits", "reactbits", "fancy components", "fancycomponents", "physics animation", "variable font", "letter swap", "gravity effect", "elastic line", "scramble text", "pixel trail", "css buttons", "neumorphism"

@tank/vector-graphics-gen

tankpkg

Generate vector graphics (SVG) for websites and apps using AI APIs. Primary platforms: QuiverAI Arrow (highest quality, #1 SVG Arena) and fal.ai with Recraft V4 for native SVG generation, plus image-to-SVG conversion. Covers text-to-vector generation, image vectorization, prompt engineering for clean vector output, SVG optimization (SVGO), and web integration patterns (React, Vue, sprites, dark mode). Synthesizes QuiverAI documentation, fal.ai documentation, Recraft AI documentation, SVGO docs, and SVG specification. Trigger phrases: "vector graphic", "generate SVG", "SVG icon", "vector illustration", "AI vector", "fal.ai", "FAL_KEY", "recraft", "recraft v4", "text to SVG", "image to SVG", "quiver", "quiverai", "arrow model", "vectorize image", "SVG generation", "vector logo", "AI illustration", "icon generation", "SVG for web", "vector art API", "fal-ai/recraft", "generate icon", "web illustration", "SVG background", "vector pattern", "clean SVG", "production SVG", "text-to-vector"

ai-proofreading

ma2ong

系统化降低AI检测率，增加人味的三遍审校能力。 使用场景：审校文章、降低AI味、初稿完成后、用户说"太AI了"、 "没人味"、"AI检测率高"、"审校一下"。 触发关键词：审校、AI味、降低AI味、人味、润色、改写。

ask-shadcn-architect

NavanithanS

Enforce shadcn/ui patterns, imports, and CLI-first component usage.

integration

cadrianmae

Integrate cadrianmae marketplace plugins into CLAUDE.md. Scans installed plugins and generates documentation section listing available skills and commands. User chooses between user-level (global) or project-level (current project only) integration.

langchain-embeddings

evanfang0054

使用 LangChain 中的嵌入模型集成指南，包括 OpenAI、Azure 和本地嵌入

semantic-compressor

evanfang0054

带质量保证循环的agent/skill压缩。5阶段迭代流程确保理解保留。 触发词: semantic-compressor, compress skill, optimize agent, reduce tokens, benchmark

agno

AbhishekSharma-17

"Build AI agents, multi-agent teams, and agentic workflows using the Agno framework. MANDATORY TRIGGERS: Agno, agno-agi, AgentOS, any mention of the Agno framework. Also trigger when the user wants to build AI agents with tools/memory/knowledge, create multi-agent systems, RAG pipelines, reasoning agents, agentic workflows, or deploy agents to production. Trigger even if the user just says 'build me an agent', 'create an AI assistant', or 'make a chatbot' — if Agno is anywhere in their stack or project dependencies. When in doubt about whether to use this skill for agent-building tasks, use it."

skill-installer

Kang-chen

"DEPRECATED - Use skill-manager instead. This skill is kept for backward compatibility. For installing skills: use 'skills install <url>' from skill-manager."

semantic-search

cadrianmae

Use semantic search to find relevant code and documentation when user asks about specific functionality, features, or implementation patterns. Automatically invoke when user asks "where is...", "how does... work", "find code that...", or similar conceptual queries. More powerful than grep for concept-based searches. Uses odino CLI with BGE embeddings for fully local semantic search.

Skill Manager

Kang-chen

@tank/slack

tankpkg

"Send messages, manage channels, search conversations, and automate workflows in Slack. Covers messaging (threads, ephemeral, scheduled), Block Kit (sections, buttons, select menus, modals), channel management, file uploads, user lookups, and mrkdwn formatting. Triggers: slack, message, channel, thread, Block Kit, modal, button, select menu, mrkdwn, emoji, file upload, search, DM, ephemeral, Slack API, webhook, bot."

nabledge-6

nablarch

Provides structured knowledge about Nablarch 6 framework (batch processing, RESTful web services, handlers, libraries, tools) and code analysis capabilities. Use when developing Nablarch applications, implementing features, reviewing code, investigating errors, answering questions about Nablarch 6 APIs and patterns, or analyzing existing code to understand its structure and dependencies.

obsidian-semantic-linker

psycho-baller

Semantically links notes in your Obsidian vault using a local vector database (.nexus/cache.db). It analyzes the content of notes, finds related ideas, and appends a "## Related Notes" section with wiki-links to similar notes. Use when asked to "link my notes", "find related notes", or "process semantic connections".

Intelligence Router

AmnadTaowsoam

The Intelligence Router implements the "Twin-Engine" Intelligence Architecture