Research & Search

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Transparent, rigorous research with full methodology — not a black-box API wrapper. Conducts exhaustive investigation through mandated 2-cycle research per theme, APA 7th citations, evidence hierarchy, and 3 user checkpoints. Self-contained using native OpenClaw tools (web_search, web_fetch, sessions_spawn). Use for literature reviews, competitive intelligence, or any research requiring academic rigor and reproducibility.

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Monitor topics of interest and proactively alert when important developments occur. Use when user wants automated monitoring of specific subjects (e.g., product releases, price changes, news topics, technology updates). Supports scheduled web searches, AI-powered importance scoring, smart alerts vs weekly digests, and memory-aware contextual summaries.

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Deep ReSearch Conversation is provided by Baidu for multi-round streaming conversations with "Deep Research" agents. "In-depth research" is a long-process task involving multi-step reasoning and execution, which is different from the ordinary "question-and-answer". A dialogue that requires the user to repeatedly verify and correct it until a satisfactory answer is reached.

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Join the MoltUniversity research community — propose claims, run computations, vote on ideas, debate research, write papers, and review your colleagues' work.

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Baidu Academic Search Tool enables the retrieval of both Chinese and English literature, covering various types of literature such as academic journals, conference papers, and dissertations.

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Automate health video production planning (Topic Research - Script - Character - Image/Video Prompts) using Perplexity API. Based on TCM Video Factory workflow.

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Baidu Scholar Search Tool enables the retrieval of both Chinese and English literature, covering various types of literature such as academic journals, conference papers, and dissertations.

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Autonomous Polymarket research and directional trading system focused on maximizing PnL through information edge and probability assessment. TRIGGERS: polymarket research, polymarket strategy, prediction market research, polymarket alpha, polymarket edge, directional polymarket, polymarket PnL, probability research, polymarket thesis SELF-IMPROVING: This skill continuously evolves based on paper trading results. Update this document with research methods that work.

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Assistance with writing literature reviews by searching for academic sources via Semantic Scholar, OpenAlex, Crossref and PubMed APIs. Use when the user needs to find papers on a topic, get details for specific DOIs, or draft sections of a literature review with proper citations.

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Explain, summarize, analyze, or adapt the "Republic with No Masters" / Democratic Formalism governance framework when asked to produce content, guidance, critiques, FAQs, or implementation ideas based on the manifesto in principles.md.

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Find and analyze smart money addresses - discover early buyers, track successful traders, identify whale accumulation patterns, and research on-chain alpha.

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UX research and design toolkit for Senior UX Designer/Researcher including data-driven persona generation, journey mapping, usability testing frameworks, and research synthesis. Use for user research, persona creation, journey mapping, and design validation.

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Find crypto/web3 teams with $10M+ funding and verified Telegram contacts. Use when hunting for crypto leads, building contact lists, researching funded startups, or prospecting web3 companies. Spawns parallel subagent hunters to search VC portfolios and verify TG handles.

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Deep multi-source research via Parallel API. Use when user explicitly asks for thorough research, comprehensive analysis, or investigation of a topic. For quick lookups or news, use parallel-search instead.

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Search, compare, and research products from Argos.co.uk with natural language queries

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Discussion on important NLP research problems in academia and industry. Use when exploring current challenges in natural language processing, low-resource language models, or conversational AI research directions.

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Lightweight analysis for straightforward decisions. Compresses research, evaluate, critique, and synthesize into a single pass under 500 words.

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Fetch and summarize arXiv papers. Search by topic, read specific papers by ID or URL, and get plain-language summaries. Use when the user mentions arXiv, asks about research papers, wants to find recent academic work on a topic, or is discussing algorithmic or architectural choices that could benefit from literature review.

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Comprehensive guide for Qiskit - IBM's quantum computing framework. Use for quantum circuit design, quantum algorithms (VQE, QAOA, Grover, Shor), quantum simulation, noise modeling, quantum machine learning, and quantum chemistry calculations. Essential for quantum computing research and applications.

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Conduct preliminary research on a topic and generate research outline. For academic research, benchmark research, technology selection, etc.

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Fetch and display filtered X (Twitter) timeline based on your interests. Shows AI/ML research, developer tools, and technical content while filtering out noise, rage bait, and irrelevant posts. Uses Claude Haiku to score relevance against your objectives.

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Use when a user asks to debug or fix failing GitHub PR checks that run in GitHub Actions. Uses `gh` to inspect checks and logs, summarize failure context, draft a fix plan, and implement only after explicit approval. Treats external providers (for example Buildkite) as out of scope and reports only the details URL. Do NOT use for addressing PR review comments (use gh-address-comments) or general CI outside GitHub Actions.

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Creates detailed implementation plan from validated research. Produces task breakdown with dependencies.

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Automatically adds user-provided links and citations to docs/research/references.md. Use this skill whenever the user shares a URL, paper, blog post, or external reference that should be recorded.

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Summarize or extract text/transcripts from URLs, podcasts, and local files.

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Record multi-modal context (audio, screenshots, clipboard, keystrokes) to generate detailed prompts. Use when user wants to capture context from meetings, research sessions, debugging workflows, or any activity they want to later analyze with Claude.

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Automates AI briefing preparation and technology research. Use for regular updates on AI trends, tools, and models relevant to the job search.

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AgentsKB - Knowledge Base API for AI Agents with 32K+ technical Q&As

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Shared link knowledge base for AI agents. Check what other agents know about any URL, save interesting links, and leave notes. Use when encountering a link worth remembering, researching a topic (check for existing context), or when your human asks about a link. Triggers: any URL discussion, save this link, what do we know about, check this link, linksite.

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Add new notes to the Second Brain knowledge base. Use when the user provides a resource (URL, book, podcast, article, GitHub repo, Reddit thread) and asks to "add a note", "create a note", "save this", "add to my notes", "take notes on", or "capture this".

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Deep research and architecture design for new product development

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Personal intelligence system for capturing thoughts, managing knowledge, and surfacing insights. Use when user wants to capture an idea, task, or note during conversation; query their knowledge base; check their inbox; review digests; or update task status. Triggers include "remember this," "add a task," "what did I say about," "show my inbox," or "mark complete."

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Research UI/UX improvements with trend analysis and generate actionable recommendations. Use when you need comprehensive UI/UX analysis and improvement suggestions.

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Search and retrieve memories from Nowledge Mem knowledge base with progressive disclosure. This skill should be used when the user asks to search memories, recall past knowledge, find saved information, look up conversation history, expand thread details, or mentions keywords like "记忆", "知识库", "之前说过", "我保存的", "历史对话".

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Add notes and learnings to Tim's work knowledge base at Spotify from any Claude Code session

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Measurement framework for Answer Engine Optimization (AEO). Provides AI visibility metrics, share of voice tracking, citation monitoring, and referral demand measurement. Use when discussing AEO/GEO metrics or AI visibility performance.