向量嵌入
向量检索与嵌入工作流
gluestack-ui-v4:styling
gluestack
Styling patterns for gluestack-ui v4 - covers semantic tokens, spacing, dark mode, variants with tva, and className merging.
skill-from-github
SebastiaanWouters
Create skills by learning from high-quality GitHub projects
variation-theory
dbosk
Apply variation theory of learning to structure instructional content using contrast, generalization, and fusion patterns. Variation must target the critical aspects of the learning objective. Use when writing educational materials, explanations, tutorials, literate programming documentation (.nw files), structuring lecture slides, designing exercises, or when user mentions variation theory, learning theory, pedagogy, or critical aspects of learning. Works alongside the literate-programming skill for .nw files.
visual-design
teslasoft-de
Create visual designs, design systems, and UI specifications. Use for typography scales, color systems, layout grids, component design, and accessibility compliance. Covers OKLCH color spaces, variable fonts, fluid typography, design tokens (W3C DTCG), and Atomic Design methodology. Keywords: UI design, color palette, design tokens, WCAG contrast, component library.
latex-writing
dbosk
Guide LaTeX document authoring following best practices and proper semantic markup. Use proactively when: (1) writing or editing .tex files, (2) writing or editing .nw literate programming files, (3) literate-programming skill is active and working with .nw files, (4) user mentions LaTeX, BibTeX, or document formatting, (5) reviewing LaTeX code quality. Ensures proper use of semantic environments (description vs itemize), csquotes (\enquote{} not ``...''), and cleveref (\cref{} not \S\ref{}).
notebooklm-knowledge-base-organizer
agmangas
Use when preparing files for NotebookLM, organizing documents into a knowledge base, converting formats for NotebookLM compatibility, or reducing a large document collection to fit NotebookLM's 50-source limit. Scores and prioritizes sources, performs strategic merging (time-series, topic-based, format consolidation), converts unsupported formats (PPTX to PDF, XLSX to CSV), applies flat structure with descriptive snake_case names, and optimizes for RAG retrieval performance.
gluestack-ui-v4:validation
gluestack
Validation checklist and anti-patterns for gluestack-ui v4 - use for code review, checking implementation quality, and identifying common mistakes.
docctl
GeorgesAlkhouri
"Agent skill for docctl multi-format ingestion and provenance-grounded retrieval."
idea-to-post
akira82-ai
Expand scattered ideas into in-depth posts. Use this skill when users need to "expand ideas," "generate posts," "brainstorm content," "writing assistance," "enrich thoughts," "deepen thinking," or provide scattered ideas that need systematic expression.
fast-gateway-protocol
Token-efficient Reddit access via public JSON API. No auth required. Use when user wants to browse subreddits, read posts/comments, search Reddit, or check user activity. Triggers on "show me r/", "reddit posts", "search reddit", "what's on reddit", "check subreddit", "reddit comments".
rag-implementation
liuchiawei
Build Retrieval-Augmented Generation (RAG) systems for LLM applications with vector databases and semantic search. Use when implementing knowledge-grounded AI, building document Q&A systems, or integrating LLMs with external knowledge bases.
scan
jovermier
Automatically discover and install relevant skills from SkillsMP and other sources
workspace-builder
mindmorass
Set up and configure development workspaces
opensearch-docs-search
tkykenmt
Search OpenSearch documentation, blogs, and community forums. Use when the user asks about OpenSearch features, configuration, APIs, troubleshooting, k-NN, neural search, cluster settings, index mappings, query DSL, or any OpenSearch-related questions.
ai-engineer
sidetoolco
Build LLM applications, RAG systems, and prompt pipelines. Implements vector search, agent orchestration, and AI API integrations. Use when working with LLM features, chatbots, AI-powered applications, or agentic systems.
reacticx
honeyhead
React Native animated component library reference for Reacticx - 90+ production-ready components with Reanimated and Skia. Triggers on reacticx, reactix, or requests for animated React Native UI components (shaders, carousels, bottom sheets, toggles, pickers, loaders, etc).
claude-command-firecrawl-search
monkey1sai
Converted from Claude plugin command "search" (firecrawl). Use when the
slack
sepehr500
Read and send Slack messages on your behalf. Use when the user wants to check Slack messages, respond to someone on Slack, or download/upload files from Slack conversations.
Device Analysis Skill v1.0.2
DeLuAle
apple-mail-search
NicolaiSchmid
Search Apple Mail messages on macOS via direct SQLite queries. Sub-second search across all configured mail accounts without launching Mail.app.
UI/UX Pro Max - Design Intelligence
StrayDragon
qdrant-patterns
mindmorass
Store and retrieve documents using Qdrant for RAG workflows. Use for persistent memory, research storage, and semantic search.
seedhub
alaataki5
"搜索 SeedHub (seedhub.cc) 影视资源,提取夸克网盘、百度网盘、阿里云盘、UC网盘、磁力链接等下载地址。触发词:seedhub、影视资源、找片、找电影、找剧、下载链接、夸克网盘。"
gmail-daemon
fast-gateway-protocol
Fast Gmail operations via FGP daemon - 69x faster than MCP. Use when user needs to check email, search messages, send email, read inbox, manage labels, or archive messages. Triggers on "check my email", "send email", "search emails", "read message", "list unread", "compose email", "email inbox".