Embeddings
Vector embeddings and similarity
website-to-vite-scraper
by 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.
langchain-agents
by eyadsibai
Use when "LangChain", "LLM chains", "ReAct agents", "tool calling", or asking about "RAG pipelines", "conversation memory", "document QA", "agent tools", "LangSmith"
vector-databases
by eyadsibai
Use when "vector database", "embedding storage", "similarity search", "semantic search", "Chroma", "ChromaDB", "FAISS", "Qdrant", "RAG retrieval", "k-NN search", "vector index", "HNSW", "IVF"
ollama
by 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.
edico
by xenitV1
Core Knowledge Management Skill. Reduces research redundancy and provides autonomous long-term memory by persisting synthesized web data.
memory-systems
by eyadsibai
Use when implementing agent memory, persisting state across sessions, building knowledge graphs, tracking entities, or asking about "agent memory", "knowledge graph", "entity memory", "vector stores", "temporal knowledge", "cross-session persistence"
flight-search
by Olafs-World
Search Google Flights for prices, times, and airlines. No API key required.
docs-search
by toss
Search and retrieve Toss / Apps-in-Toss documentation using the ax CLI via run-ax.sh. Supports docs, TDS React Native, and TDS Web sources. Use bash to execute run-ax.sh in this skill's directory.
sec-edgar-skill
by rebyteai-template
SEC EDGAR filing analysis using EdgarTools. Use when user asks about SEC filings, company financials, 10-K/10-Q analysis, insider trading, revenue trends, or financial comparisons. Triggers include "SEC filing", "10-K", "10-Q", "8-K", "EDGAR", "company financials", "revenue", "earnings", "insider trading", "financial statements". Do NOT use for real-time stock prices or market data (use market-data skill instead).
rag-frameworks
by eyadsibai
Use when "RAG", "retrieval augmented generation", "LangChain", "LlamaIndex", "sentence transformers", "embeddings", "document QA", "chatbot with documents", "semantic search"
syncing-submodules
by eyadsibai
Use when running /ltk:sync-submodules, updating submodules, or needing to "sync", "merge", "adapt", "learn from" other Claude Code plugins or repos
find-skills
by iannuttall
Find and install agent skills with npx playbooks find skill and npx playbooks add skill. Use whenever a skill needs to be discovered or installed.
jmap-email
by 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
by 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."
context-optimization
by eyadsibai
Use when optimizing agent context, reducing token costs, implementing KV-cache optimization, or asking about "context optimization", "token reduction", "context limits", "observation masking", "context budgeting", "context partitioning"
denser-retriever
by denser-org
"Build and search knowledge bases from documents using the Denser Retriever API. No-code RAG pipeline - upload PDFs, DOCX, PPTX, and other files, then search them with semantic search through natural conversation. Use this skill for: knowledge base creation, document upload, semantic search, document retrieval, PDF search, file indexing, RAG (retrieval-augmented generation), vector search, AI search, question answering over documents, text search API, document Q&A, knowledge management, and enterprise search. Trigger on: 'knowledge base', 'semantic search', 'document search', 'RAG', 'search my files', 'upload documents', 'PDF search', 'denser retriever', 'index documents', 'search knowledge base', 'document retrieval', 'vector search', or any request to search, query, or build a searchable collection of files."
multimodal-models
by eyadsibai
Use when "CLIP", "Whisper", "Stable Diffusion", "SDXL", "speech-to-text", "text-to-image", "image generation", "transcription", "zero-shot classification", "image-text similarity", "inpainting", "ControlNet"
langchain-retrieval
by rebyteai-template
Document Q&A with RAG using Supabase pgvector store.
tavily-search
by 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.
job-search-module
by DS-codi
Use this skill when working with job folder lookups on network drives, implementing index-based caching for fast searches, or adding job search functionality to applications. Covers the reusable job_search module API, CLI tool usage, configuration options, and integration patterns.
react-human-made
by 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.
modern-accessible-html-jsx
by academind
Write clean, modern, and highly accessible HTML & JSX code, using semantically correct elements and attributes
chromadb-integration-skills
by kimasplund
Universal ChromaDB integration patterns for semantic search, persistent storage, and pattern matching across all agent types. Use when agents need to store/search large datasets, build knowledge bases, perform semantic analysis, or maintain persistent memory across sessions.
git-workflow-skills
by 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.