Build RAG (Retrieval Augmented Generation) pipelines with web search and LLMs. Tools: Tavily Search, Exa Search, Exa Answer, Claude, GPT-4, Gemini via OpenRo...
Hybrid document intelligence pipeline ingesting PDFs, images, and spreadsheets with OCR, visual and text search, and field fix capture for fast retrieval.
Lightweight memory management system for OpenClaw with 3-tier retrieval (L0/L1/L2), automatic lifecycle monitoring, and advanced search. Saves 60-80% on toke...
Production-ready long-term memory server for AI agents with Ebbinghaus decay and strength-weighted retrieval. Use when you need persistent memory across agen...
Retrieve real-time weather information effortlessly for any city. Get accurate weather updates using a simple command or API call without needing an API key. Enhance your applications with reliable we
--- name: code-cache description: Semantic code caching for AI agents. Cache, retrieve, and reuse code from prior agent executions. metadata: {"openclaw":{"emoji":"🏄","homepage":"https://raysurfer.
Intelligent search for agents. Multi-source retrieval with confidence scoring - web, academic, and Tavily in one unified API.
Personal knowledge base powered by Ensue for capturing and retrieving understanding. Use when user wants to save knowledge, recall what they know, manage their toolbox, or build on past learnings. Tri
Provides answers by retrieving and synthesizing information from local text or markdown files using a retrieval-augmented generation approach.
Retrieve the latest and searched crypto, blockchain, and Web3 news articles and flash updates from Marsbit with full content on request.
Store and retrieve key-value secrets — E2E encrypted vault for API keys and env vars. Do NOT use for website passwords (use ravi-passwords) or reading messag...
Bilingual search-layer skill for OpenClaw that turns ordinary web lookup into multi-source retrieval, intent-aware ranking, adaptive weighting, thread-pullin...
Personal knowledge base for capturing and retrieving information about people, places, restaurants, games, tech, events, media, ideas, and organizations. Use...
Enable AI models to interact with Windows command-line functionality securely and efficiently. Execute commands, create projects, and retrieve system information while maintaining strict security prot
Integrate with Qingyun/Lightcloud (轻云) API to manage form documents - fetch access tokens, retrieve, create, update, and delete form data. Use this skill whe...
AI-powered web search skill for retrieving real-time internet information, news, research data, and fact-checking from multiple online sources.
Retrieve real-time commodity price quotes using Octagon MCP. Use when checking current commodity prices, analyzing day ranges, comparing to moving averages,...
Stores and retrieves personal preferences, decisions, and context across conversations using ActingWeb Personal AI Memory via MCP. Activates when the user me...
Store and retrieve key-value secrets — E2E encrypted secret store for API keys and env vars. Do NOT use for website passwords (use ravi-passwords) or reading...
Your personal knowledge repository — capture, organize, and retrieve everything using PARA + Zettelkasten. Triggers on: "save this", "remember", "note", "capture", "brain dump", daily/weekly reviews
--- name: indigo-ipfs description: "Store and retrieve data on IPFS and query collector UTXOs for the Indigo Protocol." allowed-tools: Read, Glob, Grep license: MIT metadata: author: indigoprotocol
Expert guidance to build, optimize, and debug production-ready Retrieval-Augmented Generation (RAG) systems using a complete methodology from architecture to...