Popular Browser & Research Skills

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Knowledge Graph

Maintain Clawdbot's compounding knowledge graph under life/areas/** by adding/superseding atomic facts (items.json), regenerating entity summaries (summary.md), and keeping IDs consistent. Use when you need deterministic updates to the knowledge graph rather than manual JSON edits.

C

Crawl4ai Skill

Web crawling and scraping tool with LLM-optimized output. 网页爬虫爬取工具 | Web crawler, web scraper, spider. DuckDuckGo search, site crawling, dynamic page scrapin.

2

2Captcha

Solve CAPTCHAs with 2Captcha from the command line during browser automation.

D

Daily Ai News

Aggregates and summarizes the latest AI news from multiple sources including AI news websites and web search. Provides concise news briefs with direct links to original articles. Activates when user asks for 'today's AI news', 'AI updates', 'latest AI developments', or mentions wanting a 'daily AI briefing'.

A

Asana

Manage Asana via the Asana REST API. Use when you need to list workspaces, projects, tasks, search tasks, comment, update, complete, or create tasks.

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Notion API Tools

Generic Notion API CLI (Node) for search, querying data sources (databases), and creating pages. Configure with NOTION_KEY (or ~/.config/notion/api_key).

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Flight Search

Search Google Flights for prices, times, and airlines. No API key required.

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🧠 Memory Never Forget 🧠

Memory system v4.13: Dual-layer structure (todos for execution + knowledge for strategy) with Dream/Refinement memory mechanisms.

B

Browserwing

Control and automate browser actions via HTTP API, including navigation, element interaction, data extraction, accessibility snapshots, screenshots, JS execu.

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UI UX Pro Max

Professional UI/UX design resource library with searchable design patterns, color palettes, font pairings, chart types, and UX guidelines. Use when creating.

A

Academic Research

Search academic papers and conduct literature reviews using OpenAlex API (free, no key needed). Use when the user needs to find scholarly papers by topic/aut.

A

Agent Browser

Automates browser interactions for web testing, form filling, screenshots, and data extraction. Use when the user needs to navigate websites, interact with web pages, fill forms, take screenshots, test web applications, or extract information from web pages.

S

Self Evolution

Production-grade autonomous self-improvement system with research-backed meta-learning, safe self-modification, and continuous optimization. Based on AI safe.

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Google Calendar (via Gogcli)

Access and manage Google Calendar events with gogcli for cross-calendar agendas, keyword search, and filtered outputs avoiding unwanted calendars like holidays.

E

EvoWeb.ai Website Builder

Create a Website in 4 Minutes Designed to Bring Clients from ChatGPT, Gemini & Modern Search

D

DomainKits Domain Name Data And Intelligence

Check domain availability. Search domains by keyword across the full lifecycle, from newly registered to expired and deleted. Analyze keyword value and trends. Turn AI into your domain agent. domainkits.com

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Alexa CLI

Control Amazon Alexa devices and smart home via the `alexacli` CLI. Use when a user asks to speak/announce on Echo devices, control lights/thermostats/locks, send voice commands, or query Alexa.

S

Stock Research Engine

个股基本面深度研究引擎。当用户输入股票代码、公司名称或要求分析某只股票时触发。覆盖A股、港股、美股。输出买方基金经理视角的投资分析简报，包含市场情绪、基本面、管理层评估、业务拆解、催化剂日历、风险提示和估值数据展示。任何涉及"帮我看看这个票"、"分析一下XXX"、"这个公司怎么样"、"XXX值不值得买"、股票代码.

A

Amazon Competitor Analyzer

Scrapes Amazon product data from ASINs using browseract.com automation API and performs surgical competitive analysis. Compares specifications, pricing, revi.

T

Tutoring

AI tutoring and education powered by CellCog. Study guides, exam prep, coding tutorials, language learning, math help, science explanations, practice problems — every subject, every level. Explains concepts via diagrams, analogies, worked examples, and interactive lessons.

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Nuwa 女娲

Nuwa (女娲): Input any name, auto-research → extract thinking frameworks → generate a runnable perspective skill. Uses multi-agent parallel research, mental mo.

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Lancedb Memory

Manage and retrieve long-term memories with LanceDB using semantic vector search, category filtering, and detailed metadata storage.

E

Exa Search

Use Exa (exa.ai) Search API to search the web and return structured results (title/url/snippet/text) via a local Node script. Trigger when the user asks to enable Exa search, configure Exa API key, or perform web search using Exa.

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Web Search By Tavily

AI-optimized web search via Tavily API proxy, providing concise and relevant results with options for deep or news-focused queries.

M

Minimax Web Search

使用 MiniMax MCP 进行网络搜索。触发条件：(1) 用户要求进行网络搜索、在线搜索、查找信息 (2) 需要查询最新资讯、新闻、资料 (3) 使用 MiniMax 的 web_search 功能

T

Tavily Search 1.0.0

AI-optimized web search using Tavily API providing concise, relevant results and optional deep or topic-specific queries for AI agents.

C

Clawhub

Universal web access skill: search, fetch, browser automation via CDP Proxy. Handles login-required sites, anti-scraping bypasses, and complex web interactions.

A

AgentArxiv

Outcome-driven scientific publishing for AI agents. Publish research papers, hypotheses, and experiments with validated artifacts, structured claims, milestone tracking, and independent replications. Claim replication bounties, submit peer reviews, and collaborate with other AI researchers.

A

Agent Browser

Automates browser interactions for web testing, form filling, screenshots, and data extraction. Use when the user needs to navigate websites, interact with web pages, fill forms, take screenshots, test web applications, or extract information from web pages.

N

Notes (Local, Apple, Notion, Obsidian & More)

Captures, structures, and retrieves notes in local markdown, Apple Notes, Bear, Obsidian, Notion, or Evernote. Use when the user says take notes, write this up, capture this, or turn this transcript into a note; for meeting, 1-on-1, decision, journal, project, or research notes; when a note must land in a specific app or vault; when action items need owners and real dates; when a note cannot be found again and titles, tags, folders, or an index are the problem; when quick captures pile up untriaged; when a decision needs a durable record; when a vault shows conflicted copies, duplicates, or links broken by a rename; when notes must move between apps, be exported, or be backed up; and when something is too sensitive to write down at all. Not for journaling practice and prompts (`journal`), meeting facilitation and agendas (`meetings`), Notion API development (`notion-api-integration`), running a to-do list (`task-list`), or growing a linked atomic-note knowledge base (`pkm`).

T

Tavily Search Skill

Web search via Tavily API (alternative to Brave). Use when the user asks to search the web / look up sources / find links and Brave web_search is unavailable.

W

Web Design

CSS implementation patterns for layout, typography, color, spacing, and responsive design. Complements ui-design (fundamentals) with code-focused examples.

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FlyAI — Travel, Flight & Hotel Search And Booking

Search flights, hotels, attractions, concerts, and travel deals with natural language. FlyAI connects to Fliggy MCP for real-time search and booking across h.

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Trading Research

Binance cryptocurrency trading research, technical analysis, and position management. Triggers on requests for crypto prices, market data, trading analysis, DCA planning, position sizing, whale activity, or any trading research questions about Bitcoin, altcoins, or crypto markets.

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Literature Search

Find and compile academic literature with citation lists across Google Scholar, PubMed, arXiv, IEEE, ACM, Semantic Scholar, Scopus, and Web of Science. Use for requests like “find related literature,” “related work,” “citation list,” or “key papers on a topic.”

O

Obsidian Official CLI

Official Obsidian CLI (v1.12+). Complete command-line interface for Obsidian notes, tasks, search, tags, properties, links, and more.

T

Tinyfish

Use TinyFish for web search, fetching URLs, reading pages, current information, source-backed answers, research, docs, pricing/product pages, extraction, scr.

V

Vibe Trading

Professional finance research toolkit — backtesting (11 engines + benchmark comparison panel), factor analysis, Alpha Zoo (478 pre-built alphas across qlib158/alpha101/gtja191/academic/fundamental), options pricing, 90 finance skills, 30 multi-agent swarm teams, Trade Journal analyzer, and Shadow Account (extract → backtest → render) across 29 market-data sources (tushare, yfinance, okx, binance, akshare, baostock, tencent, mootdx, ccxt, futu, mt5, tickerall, local, eastmoney, sina, stooq, yahoo, pykrx, india_broker, qveris, longbridge, nobitex, wallex, plus optional-key finnhub/alphavantage/tiingo/fmp/gildata).

A

AI Researcher

Deep research on any topic with structured analysis, source evaluation, and synthesis. Get comprehensive briefings, literature reviews, and expert-level summaries on demand.

A

Accounting

Support accounting understanding from basic bookkeeping to professional practice and research.

C

Competitive Analysis

Perform a deep competitive analysis for a solopreneur business. Use when mapping competitors in detail, finding exploitable gaps, understanding competitor strategy, benchmarking your own offering, or deciding how to position against the field. Goes deeper than the broad landscape mapping in market-research — this is focused dissection of specific competitors. Trigger on "analyze my competitors", "competitive analysis", "who are my competitors", "competitor deep-dive", "how do I beat the competition", "competitive landscape", "benchmark against competitors".

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Plan2meal

Manage recipes and grocery lists from your Plan2Meal React Native app. Add recipes from URLs, search, view, and manage your grocery lists.

C

Chirp

X/Twitter CLI using OpenClaw browser tool. Use when the user wants to interact with X/Twitter: reading timeline, posting tweets, liking, retweeting, replying, or searching. Alternative to bird CLI for environments without Homebrew.

S

Serp Analysis

Use when the user asks to "analyze the SERP" or "SERP分析"; maps SERP features, layout, ranking factors, search intent, AI Overviews, and snippet opportunities.

C

Clawbrowser

Use when the agent needs to drive a browser through the Microsoft Playwright CLI (`playwright-cli`) for navigation, form interactions, screenshots, recordings, data extraction, session management, or debugging without loading a full MCP browser. It trains the agent on the CLI commands, snapshots, and session/config habits that make Playwright CLI reliable for scripted browsing.

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ResearchVault

Local-first research orchestration engine. Manages state, synthesis, and optional background services (MCP/Watchdog).

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SearXNG Local

Search the web using a self-hosted SearXNG instance. Privacy-respecting metasearch that aggregates results from multiple engines.

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Parallel Deep Research

Deep multi-source research via Parallel API. Use when user explicitly asks for thorough research, comprehensive analysis, or investigation of a topic. For qu.