Data & Research

Use Tavily API for real-time web search and content extraction. Use when: user needs real-time web search results, research, or current information from the web. Requires Tavily API key.

Search the web using Baidu AI Search Engine (BDSE). Use for live information, documentation, or research topics.

Google NotebookLM 非官方 Python API 的 OpenClaw Skill。支持内容生成（播客、视频、幻灯片、测验、思维导图等）、文档管理和研究自动化。当用户需要使用 NotebookLM 生成音频概述、视频、学习材料或管理知识库时触发。

Intelligent search for agents. Multi-source retrieval with confidence scoring - web, academic, and Tavily in one unified API.

AI-optimized web search via AIsa's Tavily API proxy. Returns concise, relevant results for AI agents through AIsa's unified API gateway.

Build defensible market sizing for any product, pitch deck, or business case. Top-down and bottom-up methodologies combined.

**Transform raw data into decisions. Not just charts — answers.**

Tracks and analyzes competitor moves — pricing changes, feature launches, hiring, and positioning shifts

Complete competitive intelligence system — market mapping, product teardowns, pricing intel, win/loss analysis, battlecards, and strategic monitoring. Goes far beyond SEO to cover the full business landscape.

智能热点新闻聚合器 - 自动抓取多平台热点新闻， AI分析趋势，支持定时推送和热度评分。 核心功能： - 每天自动聚合多平台热点（微博、知乎、百度等） - 智能分类（科技、财经、社会、国际等） - 热度评分算法 - 增量检测（标记新增热点） - AI趋势分析

Aggregated search aggregator using Google CSE, GNews RSS, Wikipedia, Reddit, and Scrapling.

智能数据分析 Skill，输入 CSV/Excel 文件和分析需求，输出带交互式 ECharts 图表的 HTML 自包含分析报告

Comprehensive vehicle sourcing guide for international buyers – provides detailed information about China's passenger car, commercial vehicle, motorcycle, and new energy vehicle manufacturing industry, including regional clusters, production bases, key players, and sourcing best practices (2026 updated).

Comprehensive vehicle accessories industry sourcing guide for international buyers – provides detailed information about China's aftermarket products for all vehicle types (passenger cars, commercial vehicles, motorcycles, etc.) including interior/exterior trim, electronics, lighting, vehicle care, functional accessories, and safety equipment manufacturing clusters, supply chain structure, regional specializations, and industry trends (2026 updated).

Comprehensive toys industry sourcing guide for international buyers – provides detailed information about China's plastic, electronic, wooden, plush, model, and educational toy manufacturing clusters, supply chain structure, regional specializations, and industry trends (2026 updated).

Comprehensive luggage and bag industry sourcing guide for international buyers – provides detailed information about China's travel luggage, handbags, backpacks, and specialty bag manufacturing clusters, supply chain structure, regional specializations, and industry trends (2026 updated).

Comprehensive lighting industry sourcing guide for international buyers – provides detailed information about China's LED, smart, outdoor, automotive, and specialty lighting manufacturing clusters, supply chain structure, regional specializations, and industry trends (2026 updated).

Comprehensive furniture industry sourcing guide for international buyers – provides detailed information about China's residential, office, hotel, outdoor, and custom furniture manufacturing clusters, supply chain structure, regional specializations, and industry trends (2026 updated).

Comprehensive electronic components industry sourcing guide for international buyers – provides detailed information about China's semiconductor, passive component, PCB, connector, and sensor manufacturing clusters, supply chain structure, regional specializations, and industry trends (2026 updated).

Comprehensive consumer electronics industry sourcing guide for international buyers – provides detailed information about China's smartphone, wearable, audio, smart home, and AR/VR manufacturing clusters, supply chain structure, regional specializations, and industry trends (2026 updated).

Comprehensive beauty industry sourcing guide for international buyers – provides detailed information about China's skincare, color cosmetics, hair care, and personal care manufacturing clusters, supply chain structure, regional specializations, and industry trends (2026 updated).

Academic research agent for comparative analysis of governance structures in Thai and Chinese public business schools and their impact on educational efficiency. Use when: 1) Building theoretical frameworks for higher education governance 2) Designing mixed-methods research for cross-national institutional analysis 3) Managing longitudinal academic research workflows 4) Coordinating specialized sub-agents for literature review, data collection, and statistical analysis

AlphaShop新品选品SKILL：基于关键词和商品筛选条件生成深度市场分析和新品推荐报告。 支持Amazon和TikTok平台的跨境电商选品，提供市场评级、竞争分析、新品推荐、热销品对比等功能。

1688榜单SKILL：查询1688商品榜单列表和热搜词。 支持按类目ID查询综合榜/热卖榜/好价榜，以及获取类目维度的热搜关键词。 使用1688开放平台官方API，统一鉴权，Token全局缓存共享。

Free AI search via Exa MCP. Web search for news/info, code search for docs/examples from GitHub/StackOverflow, company research for business intel. No API key needed.

设计师情报收集工具。监控 40 个公开信息源（AI/硬件/手机/设计），6 维筛选标准 v2.0（基于 120+ 条行为分析），生成结构化日报/周报。仅抓取公开内容，不登录、不提交表单、不绕过付费墙。支持依赖自动检测和安装。

This skill should be used when users need to scrape hot news topics from Chinese platforms (微博、知乎、B站、抖音、今日头条、腾讯新闻、澎湃新闻), generate summaries, and cite sources. It supports both API-based and direct scraping methods, and offers both extractive and abstractive summarization techniques.

Automated social media content collection and analysis across platforms (Twitter/X, Instagram, TikTok, Reddit, LinkedIn, YouTube, Product Hunt, Medium, GitHub, Pinterest). Use when you need to: (1) scrape public posts programmatically, (2) analyze content by keywords or filters, (3) monitor brand mentions or trends for research, (4) curate content for personal analysis, (5) archive publicly available information, or (6) generate digests from scraped feeds. Always comply with platform ToS and applicable privacy laws.

Performs web searches using DuckDuckGo to retrieve real-time information from the internet. Use when the user needs to search for current events, documentation, tutorials, or any information that requires web search capabilities.

This skill retrieves real-time precious metal prices (gold, silver, platinum, palladium, etc.) from https://i.jzj9999.com/quoteh5. It provides bid/ask prices, daily high/low prices, and price trends for 20+ metal types.

使用 data.diemeng.chat 提供的接口查询股票日线、分钟线、财务指标等数据，支持 A 股等市场。

Query EVM chain data via Etherscan API v2. Use for on-chain lookups where Etherscan v2 applies: balances, transactions, token transfers (ERC-20/721/1155), contract source/ABI, gas prices, event logs, and verification of transaction completion. Also trigger when another tool submits a transaction and you need to confirm it finalized on-chain.

USE FOR AI-grounded answers via OpenAI-compatible /chat/completions. Two modes: single-search (fast) or deep research (enable_research=true, thorough multi-search). Streaming/blocking. Citations.

Extract summaries, transcripts, and key moments from YouTube videos.

X Intelligence CLI — search, analyze, and engage on X/Twitter from the terminal. Use when: (1) user says "x research", "search x for", "search twitter for", "what are people saying about", "what's twitter saying", "check x for", "x search", "search x", "find tweets about", "monitor x for", "track followers", (2) user is working on something where recent X discourse would provide useful context (new library releases, API changes, product launches, cultural events, industry drama), (3) user wants to find what devs/experts/community thinks about a topic, (4) user needs real-time monitoring ("watch"), (5) user wants AI-powered analysis ("analyze", "sentiment", "report"), (6) user wants to sync bookmarks to Obsidian ("sync bookmarks", "capture bookmarks", "bookmark research", "save my bookmarks to obsidian"). Also supports: bookmarks, likes, following (read/write), trending topics, Grok AI analysis, and cost tracking. Export as JSON, JSONL (pipeable), CSV, or Markdown. Non-goals: Not for posting tweets, not for DMs, not for enterprise features. Requires OAuth for user-context operations (bookmarks, likes, following, diff).

Fast X Intelligence CLI (Rust) — search, analyze, and engage on X/Twitter from the terminal. Use when: (1) user says "x research", "search x for", "search twitter for", "what are people saying about", "what's twitter saying", "check x for", "x search", "search x", (2) user wants real-time monitoring with "watch", (3) user needs AI-powered analysis with Grok ("analyze", "sentiment"), (4) user needs intelligence reports ("report"), (5) user wants to track followers ("diff"), (6) user needs trending topics ("trends"). Also supports: bookmarks, likes, following (OAuth), x-search, collections, CSV/JSON/JSONL export. Non-goals: Not for posting tweets, not for DMs, not for enterprise features.

Scrape a public Letterboxd user's watchlist into a CSV/JSONL list of titles and film URLs without logging in. Use when a user asks to export, scrape, or mirror a Letterboxd watchlist, or to build watch-next queues.

YouTube Search API via AIsa unified endpoint. Search YouTube videos, channels, and playlists with a single AIsa API key — no Google API key or OAuth required. Use this skill when users want to search YouTube content. For other AIsa capabilities (LLM, financial data, Twitter, web search), see the aisa-core skill.

Professional US stock analysis with financial data, news, social sentiment, and multi-model AI. Comprehensive reports at $0.02-0.10 per analysis.

Query historical crypto market data from 0xArchive across Hyperliquid, Lighter.xyz, and HIP-3. Covers orderbooks, trades, candles, funding rates, open interest, liquidations, and data quality. Use when the user asks about crypto market data, orderbooks, trades, funding rates, or historical prices on Hyperliquid, Lighter.xyz, or HIP-3.

Extract and parse content from URLs. Triggers on: user provides a URL to extract content from, another skill needs to parse source material, "parse this URL", "extract content", "解析链接", "提取内容".

Indonesian Web3 intelligence via Iseclaw ACP agent. Real-time market data, token signals, TGE research, and GameFi analysis from Southeast Asia's first transparent AI agent.

Advanced web content extraction skill for OpenClaw using multi-tier fallback strategy (Jina → Scrapling → WebFetch) with intelligent routing, caching, quality scoring, and domain learning. Use when: reading article content, extracting web page text, scraping dynamic JS-heavy pages, or fetching WeChat official account articles.

Research trending topics, ideas, and conversations on X (Twitter) using twitterapi.io.

Comprehensive token research for EVM chains (Base, ETH, Arbitrum) and Solana. Use this skill when you want to research crypto tokens, deep-dive projects or monitor tokens.

Interact with X.com (Twitter) via Tavily web search and extraction. Search tweets, extract content from linked URLs, monitor accounts and topics. Requires Tavily API key (free tier works).

DeFi research and analysis via Tavily MCP, GeckoTerminal API, and DeFiLlama. Use for protocol research, TVL tracking, yield analysis, token discovery, and competitive landscape research.

Plan reproducible ML experiment runs with explicit parameters, metrics, and artifacts. Use before model training to standardize tracking-ready experiment definitions.

Access the full suite of CarsXE vehicle data APIs — VIN decoding, license plate lookup, market value, vehicle history, safety recalls, lien/theft checks, OBD-II diagnostic code decoding, vehicle images, international VIN decoding, Year/Make/Model lookups, and plate/VIN OCR from images. Use this skill any time the user asks about a vehicle by VIN, plate, make/model, or OBD code. Also triggers for: "what's this car worth", "check for recalls", "vehicle history report", "decode this plate", "what does check engine code X mean", or any automotive data query. Always use this skill when working with CarsXE APIs — do not guess API behavior without it.

Comprehensive industrial machinery industry sourcing guide for international buyers – provides detailed information about China's machine tools, construction machinery, agricultural equipment, packaging lines, robotics, and other industrial machinery manufacturing clusters, supply chain structure, regional specializations, and industry trends (2026 updated).

**版本**: 1.0.0

Discounted cash flow valuation with sensitivity analysis

Manage Raindrop.io bookmarks with AI assistance. Save and organize bookmarks, search your collection, manage reading lists, and organize research materials. Use when working with bookmarks, web research, reading lists, or when user mentions Raindrop.io.

Professional AI skill and usage instructions for the Markdrop package, a Python tool for converting PDFs to Markdown/HTML with AI-powered image/table descriptions.

Full-autopilot AI research agent powered by Google NotebookLM (notebooklm-py v0.3.4). Ingests sources (URL, text, PDF, DOCX, YouTube, Google Drive), runs deep web research, asks cited questions, and generates 10 native artifact types (audio podcast, video, cinematic video, slide deck, report, quiz, flashcards, mind map, infographic, data table, study guide). Produces original content drafts via Claude, with optional publishing to social platforms via threads-viral-agent integration. Use this skill when the user mentions: NotebookLM, research with sources, create notebook, generate podcast from articles, turn research into content, trending topic research, research pipeline, source-based analysis, cited research answers, generate slides, generate quiz, make flashcards, deep web research, create infographic, compare sources, research report, study guide, source analysis, or knowledge synthesis.

## Purpose

## Purpose

Maintains a continuously updated, structured literature review for a research team, synthesizing findings from multiple sources and generating living documents as new work is published.

Read any website or search Google, bypassing anti-bot measures, CAPTCHAs, and geo-restrictions. It handles JavaScript rendering server-side via residential proxies and returns HTML or structured JSON.

A vision-enabled verification gate with web search, designed to validate claims, citations, and data in documents, images, and AI-generated content against authoritative online sources or provided documents.

Access Japanese administrative open data, including real estate transaction prices, government procurement information, and e-Stat government statistics, via a real-time MCP server.

The RLM (Recursive Language Model) Skill enables AI agents to process extremely large contexts (10M+ tokens) by recursively chunking, processing, and aggregating results, effectively overcoming context window limitations.

Fast SQLite-based vault search using FTS5 full-text search index

This skill allows AI agents, particularly Claude Code, to directly query and manage your Google NotebookLM notebooks, providing source-grounded and citation-backed answers from Gemini.

Conduct fast, cheap market research using LLM-generated synthetic survey responses with Semantic Similarity Rating (SSR). It allows you to run purchase intent, concept tests, and pricing research in minutes.

Researches any given topic across Reddit, X (Twitter), and the broader web within a custom, configurable time window, synthesizing findings and generating expert-level prompts.

Cookiy provides AI agents with comprehensive user research capabilities, enabling them to design studies, conduct AI-moderated interviews, recruit participants, and generate insight reports using natural language. It manages the underlying Cookiy MCP server for seamless operation.

ScholarClaw is an AI agent skill for comprehensive academic paper search and analysis, offering capabilities like SOTA benchmark queries, citation analysis, and paper-to-blog generation.