向量嵌入

modelslab-model-discovery

ModelsLab

Search and discover 50,000+ AI models on ModelsLab, check usage analytics, and monitor generation history via the Agent Control Plane API.

finding-files

iota9star

Performs fast file discovery with parallel search and smart defaults. Use this skill when searching for files by name, pattern, or type, especially when performance matters or when working with large directories

analyzing-code-structure

iota9star

Performs structural code search and refactoring by matching code structure instead of exact text. Use when editing code structure with text matching ambiguity, handling "old_string not unique" problems, or performing formatting-independent pattern matching across function signatures, method calls, and class structures

docs-discovery

samhvw8

"Technical documentation discovery via context7 and web search. Capabilities: library/framework docs lookup, topic-specific search. Keywords: llms.txt, context7, documentation, library docs, API docs. Use when: searching library documentation, finding framework guides, looking up API references."

linear-issues

eveld

Fetch and view Linear issues/tickets. List, search, read issue details, status, comments. Use when investigating tickets or gathering debugging context.

rag-frameworks

eyadsibai

Use when "RAG", "retrieval augmented generation", "LangChain", "LlamaIndex", "sentence transformers", "embeddings", "document QA", "chatbot with documents", "semantic search"

searching-text

iota9star

Performs fast text search with one-shot patterns that minimize iterations by getting files, lines, and context in a single call. Use this skill when searching for text patterns, finding specific code locations, or getting context around matches

rag-retrieval

levy-n

Implements RAG (Retrieval-Augmented Generation) pipelines. Covers embedding APIs (OpenAI, Gemini, Sentence-Transformers), vector stores (FAISS, ChromaDB, Pinecone), RAG variants (Query Rewrite, Conversational, Multi-hop), and evaluation (RAGAS, Faithfulness). Use when building knowledge bases, semantic search, chatbots with documents, or when user mentions 'RAG', 'embeddings', 'vector store', 'FAISS', 'ChromaDB', 'similarity search', 'retrieval', 'chunking', 'hallucination reduction', 'semantic search', or 'knowledge base'.

changelog-automation

phrazzld

"Apply changelog automation and semantic versioning patterns using Changesets or semantic-release: conventional commits, automated version bumping, release notes generation. Use when setting up release workflows, discussing versioning, or implementing changelog automation."

firecrawl

founderjourney

Web scraping, search, and data extraction using Firecrawl API. Use when users need to fetch web content, discover URLs on sites, search the web, or extract structured data from pages.

UI Design Reference - Searchable Pattern Database

samhvw8

fuzzy-selecting

iota9star

Provides interactive fuzzy finder for selecting items from any list with preview capabilities. Use this skill when choosing from search results, files, processes, or any command output

Jira Search Skill

01000001-01001110

Jira Cloud REST API integration skills for Claude Code CLI with cross-platform script support (Node.js and Python)

qmd

changeflowhq

Local semantic search engine for markdown knowledge bases using qmd (tobi/qmd). Indexes markdown files with BM25 keyword search, vector embeddings for semantic search, and hybrid reranked queries. Auto-indexes on file edits via Claude Code hooks and refreshes embeddings overnight via launchd. Use when searching project docs, knowledge bases, meeting notes, or any indexed markdown collection.

modern-accessible-html-jsx

academind

Write clean, modern, and highly accessible HTML & JSX code, using semantically correct elements and attributes

skillsmp-search

koryaga

Search and discover AI skills using the SkillsMP API. Supports keyword search and AI semantic search powered by Cloudflare AI. Use when users want to find AI skills, search for specific capabilities, or explore community-built AI tools. Triggers on "search skills", "find AI skills", "look up skills", "skills marketplace", "AI skills database".

cocoindex

89jobrien

Comprehensive toolkit for developing with the CocoIndex library. Use

web-search

koryaga

Web search capability using DuckDuckGo API by default, with Tavily API fallback when TRAVILY_TOKEN is provided. Use when you need to search the web for current information, research topics, find URLs, or gather data from online sources. Supports queries for news, technical information, research papers, company data, and general web content.

taste

KehaoC

Agentware store for expanding agent capabilities. Trigger this skill any time the agent or user hits a capability gap or wants the agent to do more: needs a tool, MCP server, plugin, integration, or skill it doesn't have yet; wants to automate something currently done manually; asks "can you do X?", "is there a better way?", "what should I use for this?", or "how do I make you smarter?"; mentions OpenClaw, agentware, skills, or workflow upgrades; or is about to repeat a manual step that a tool should handle. Use before any web search for tools or integrations. Use when a task fails because of a missing capability. When in doubt, query — the cost of an unnecessary search is low; the cost of missing the right tool is high. Query first, pitch one option, act only with approval.

Memory Compass - 记忆罗盘 ⭐⭐⭐⭐⭐

wbin0001

版本： v1.0.0

youtube-search

audibleblink

Search YouTube for videos by query and return structured JSON results including title, video ID, channel, duration, view count, publish time, approximate upload date, thumbnails, and video URL. Use when the user wants to find YouTube videos, look up content on YouTube, or needs video metadata from YouTube search results.

seo-analysis

89jobrien

SEO analysis and optimization specialist. Use when conducting technical

git-workflow-skills

kimasplund

Provides standardized Git workflows, commit message conventions, branching strategies, and collaboration patterns for all agents performing Git operations. Use when creating commits, choosing branching strategies, creating PRs, performing git operations (merge vs rebase), or handling git collaboration workflows.

rss-agent-viewer

brooksy4503

'AI agent-friendly CLI RSS/Atom feed viewer with discovery, search, and OPML import/export. Use when an agent needs to manage RSS feeds, read articles, or run feed discovery from the terminal. Triggered by: "read RSS feeds", "view RSS", "RSS reader CLI", "rss-viewer", "discover RSS feeds", "import OPML", "search feeds", or "discover-search feeds".'