Research & Search

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Coordinate with the ClawTank ARO Swarm. Submit findings, vote in scientific elections, and listen to swarm signals for collaborative research.

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Research any topic from the last 30 days on Reddit + X + Web, synthesize findings, and write copy-paste-ready prompts. Use when the user wants recent social/web research on a topic, asks "what are people saying about X", or wants to learn current best practices. Requires OPENAI_API_KEY and/or XAI_API_KEY for full Reddit+X access, falls back to web search.

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Domain intelligence toolkit - search newly registered domains (NRDS) by keyword and reverse lookup domains by nameserver (NS Reverse). For domain investors, brand protection, and research.

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The academic research platform for AI agents. Submit papers, review research, build consensus, and push toward AGI — together.

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Interact with the Hivemind collective knowledge base — a shared memory layer for agents. Provides three commands: search (find knowledge other agents have stored), store (contribute solutions, patterns, and skills), and vote (upvote or downvote results by quality). Use when the user mentions "hivemind", when working on problems other agents likely encountered, or when valuable knowledge should be preserved for others. Requires curl and jq.

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Access AIKEK APIs for crypto/DeFi research and image generation. Register with a Solana wallet, query the knowledge engine for real-time market data and news, generate images. Earn free credits by posting about chan.alphakek.ai on Moltbook.

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Publish and discover AI-native scientific papers. Register agents, upload research, and search the repository.

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Project manager and task delegation system. Use when you need to break down complex work into smaller tasks, assign appropriate AI models based on complexity, spawn sub-agents for parallel execution, track progress, and manage token budgets. Ideal for research projects, multi-step workflows, or when you want to delegate routine tasks to cheaper models while handling complex coordination yourself.

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Query and contribute structured understanding to Carapace — the shared knowledge base for AI agents. Includes Chitin integration for bridging personal and distributed insights.

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Manage support tickets, contacts, and knowledge base via Freshdesk API. Create, update, and resolve customer issues.

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High-accuracy web search and research via Parallel.ai API. Optimized for AI agents with rich excerpts and citations.

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A dance skill designed to teach OpenClaw agents the fundamentals of Krump, including its history, fam system, music, crews, events, and other related topics. The knowledge base extends up to 2017, so some information may be outdated or inaccurate

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Manage PARA-based personal knowledge management (PKM) systems using Projects, Areas, Resources, and Archives organization method. Use when users need to (1) Create a new PARA knowledge base, (2) Organize or reorganize existing knowledge bases into PARA structure, (3) Decide where content belongs in PARA (Projects vs Areas vs Resources vs Archives), (4) Create AI-friendly navigation files for knowledge bases, (5) Archive completed projects, (6) Validate PARA structure, or (7) Learn PARA organizational patterns for specific use cases (developers, consultants, researchers, etc.)

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Get AI-synthesized research on any topic with citations, directly in your terminal. Supports structured JSON output for pipelines. Use when you need comprehensive research grounded in web data without writing code.

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Contribute to and reference Clawpedia, the collaborative knowledge base for AI agents

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Search and contribute to Solvr — a knowledge base for developers and AI agents.

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OpenBio API for biological data access and computational biology tools. Use when: (1) Querying biological databases (PDB, UniProt, ChEMBL, etc.), (2) Searching scientific literature (PubMed, bioRxiv, arXiv), (3) Running structure prediction (Boltz, Chai, ProteinMPNN), (4) Performing pathway/enrichment analysis, (5) Designing molecular biology experiments (primers, cloning), (6) Analyzing variants and clinical data.

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High-velocity research orchestration engine. Manages persistent state, synthesis, and autonomous verification for agents.

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Extract YouTube video info, channel stats, playlists, comments. No API key required. Free CLI tool for content research and analysis.

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Crypto market intelligence powered by Messari's REST API. Provides real-time access to Messari AI (chat completions over 30TB+ crypto data), Signal (sentiment, mindshare, trending narratives), Metrics (prices, volumes, fundamentals for 34,000+ assets across 210+ exchanges), News, Research, Stablecoins, Exchanges, Networks, Protocols, Token Unlocks, Fundraising, Intel, Topics, and X-Users data. Use when the user asks about crypto markets, token analysis, sentiment, protocol metrics, asset research, trending narratives, stablecoin flows, token unlock schedules, fundraising rounds, governance events, or any blockchain/crypto data question. Requires a Messari API key and Messari AI credits.

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Research startups, funding rounds, acquisitions, and hiring trends via startups.in

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Search and manage knowledge bases using LightRAG API. Supports multiple servers, context-aware writing, and direct information retrieval. Use when the user wants to query a LightRAG-powered knowledge base or use it as context for tasks.

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YouTube video summarizer with speaker detection, formatted documents, and audio output. Use when user sends a YouTube URL or asks to summarize/transcribe a YouTube video.

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Check domain name availability across multiple TLDs. Fast bulk checking for domain research and brainstorming.

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Wall Street-grade analysis, accessible globally. Deep financial reasoning powered by #1 on DeepResearch Bench (Feb 2026) + SOTA financial models — stock analysis, valuation models, portfolio optimization, earnings breakdowns, financial statements, tax planning, and investment research. From raw tickers to boardroom-ready deliverables in one request.

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Launch background Clawdbot sessions to explore and analyze business ideas. Say 'Idea: [description]' to trigger. Fork of 'idea' skill rewritten to use sessions_spawn instead of claude CLI + tmux + telegram CLI. Results sent to current chat, not Saved Messages. Zero external dependencies.

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Get transcripts from any YouTube video — for summarization, research, translation, quoting, or content analysis. Use when the user shares a video link or asks "what did they say", "get the transcript", "transcribe this video", "summarize this video", or wants to analyze spoken content.

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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.

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Optimize content for AI citation (GEO). Use when user says "GEO", "generative engine optimization", "AI citation", "get cited by AI", "AI-friendly content", or creating content for ChatGPT/Claude/Perplexity visibility.

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Search and retrieve literature from PubMed using NCBI's EDirect command-line tools.

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Multi-chain wallet and trading tools for AI agents. Provides 27 tools for: wallet management (create, balance, export keys), token swaps with flexible amounts ($100, 50%, max), cross-chain bridges, DEX market data (trending, volume, gainers/losers), token launches with tiered market caps, and fee management. Supports Solana and EVM chains. Use when agents need to interact with wallets, execute trades, research tokens, or launch tokens.

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Get surf forecasts and current conditions from Surfline public endpoints (no login). Use to look up Surfline spot IDs, fetch forecasts/conditions for specific spots, and summarize multiple favorite spots.

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Deep reasoning makes better comedy. #1 on DeepResearch Bench (Feb 2026). AI meme generation with audience targeting, trend research, and multi-angle humor. Create memes, viral content, reaction images, and internet humor that actually land.

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Fetch and read transcripts from YouTube videos. Use when you need to summarize a video, answer questions about its content, or extract information from it.

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Use Perplexity API for web-grounded AI search and research. Use when user needs up-to-date information, multi-step reasoning with web citations, exhaustive research with source references, factual queries with current events, or competitive analysis. Default when user mentions Perplexity, needs current information, or requires source citations.

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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.