Research & Search
Research agent skills teach AI agents to gather and synthesize information properly: literature reviews, competitive analysis, web research with citations, and structured summaries. Each SKILL.md encodes a method, not just a prompt, so results stay consistent across runs.
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majiayu000 Bundle Scientific SkillsComprehensive scientific research toolkit with 139 specialized skills for biology, chemistry, medicine, data science, and computational research. Transforms Claude into an AI research assistant with access to scientific databases, analysis tools, and domain-specific workflows.
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majiayu000 Bundle Secure Web SearchGuide for performing secure web searches with privacy protection, source verification, and information validation. Use when the user wants to search the web securely, verify sources, fact-check information, or mentions secure search, privacy, source validation, or web research.
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majiayu000 Bundle Side Hustle MakerActive coordinator for building AI-powered side-gigs in 2025. Use when users want to build micro-niche products, validate business ideas, create MVPs, or launch profitable side businesses. This skill orchestrates sub-agents to execute market research, product design, business validation, and launch planning. Triggers include "help me build a side hustle," "validate my business idea," "find market opportunities," "build an AI product," or "launch a side-gig."
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majiayu000 Bundle Stat Data FetcherAccess reliable statistical data from the World Bank. Avoids hallucinated numbers by fetching direct time-series data from the official API.
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majiayu000 Bundle Strategy ResearchUse when developing or documenting trading strategies - guides edge hypothesis formation, validates statistical significance, documents strategy rules systematically (entry, exit, risk management). Activates when user says "research this strategy", "document my approach", "test this idea", mentions "trading strategy", "edge", or uses /trading:research command.
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majiayu000 Bundle Summarize ChangesStructured workflow for summarizing code changes after completing tasks. Creates clear, actionable summaries of what was changed, why, and what to verify.
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majiayu000 Bundle Summarize Meeting회의 녹취록을 분석하여 Supabase discussions 테이블에 회의록/의사결정 로그 생성. Use when (1) 회의 녹취록 요약 요청, (2) /summarize-meeting 커맨드, (3) 의사결정 사항 정리 요청, (4) Action Items 추출 요청.
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majiayu000 Bundle Summarize SessionSummarize the current session and generate reusable Claude rules, skills, or commands.
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majiayu000 Bundle Summarizing TopicSynthesize knowledge on a topic from multiple notes. Use when asked "what do I know about X", "summarize topic", "synthesize notes on", or "overview of".
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majiayu000 Bundle Use The Best ToolDetect available CLI tools, select optimal tool for tasks, research alternatives when tools underperform. Use when choosing between CLI tools, tool seems slow or limited, need to search/view/process files, checking available tooling.
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majiayu000 Bundle Validation ExpertComprehensive validation for Project Conductor using deep research for best practices. Use when user mentions "validate", "check quality", "review code", "test coverage", or before deployment.
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majiayu000 Bundle Web Test ResearchAnalyze ANY web project - detect if Web3 DApp, research dependencies via WebSearch, understand business functions from code AND UI screenshots, generate test requirements.
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majiayu000 Bundle Youtube ProcessorProcess YouTube videos into summarized Obsidian notes. Use when given a YouTube URL to summarize, extract insights, or turn videos into notes. Triggers on "summarize this video", "process this YouTube", "what's this video about", or any YouTube URL shared for processing.
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majiayu000 Bundle Repo FactsSummarize an arbitrary code repo (git or non-git) into a small, high-signal facts packet: languages, build/test tooling clues, notable paths, and size stats.
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majiayu000 Bundle Keine ManageAlways use this skill before creating, editing, or tagging any document in the knowledge base. Use it when asked to add, ingest, find, link, or manage any entry.
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majiayu000 Bundle Phx ResearchResearch Elixir/Phoenix topics or evaluate Hex libraries (--library). Use when learning about libraries, patterns, or comparing approaches. Searches HexDocs, ElixirForum, GitHub.
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majiayu000 Bundle Ccru PrecursorDomain expertise on the Cybernetic Culture Research Unit (CCRU), accelerationism, and related philosophical movements. Use when encountering discussions of hyperstition, accelerationism (left/right/e/acc), Nick Land, Mark Fisher, speculative realism, xenofeminism, the Dark Enlightenment, neoreaction, techno-capitalism, or theory-fiction. Triggers include references to Warwick philosophy, Deleuze/Guattari in tech contexts, "nothing human makes it out," capitalist realism, hauntology, Hyperdub/Kode9, or any Silicon Valley ideology invoking Land or CCRU concepts.
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majiayu000 Bundle Pensions IntelContext-efficient UK pensions legal intelligence via CLI. Use for semantic search, gap analysis, citation chains, and handbook guidance. Triggers on: obligation search, compliance gap, citation, handbook guidance, trustee duties.
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majiayu000 Bundle Service DeskRuns the IT service desk — intake, triage, prioritization, escalation, knowledge, and the metrics that improve service rather than distort it. Use this to set up or fix a service desk, design ticket priority and escalation, reduce repeat contacts, structure a knowledge base, or work out why a desk hitting its targets still frustrates everyone.
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majiayu000 Bundle Library CreatorCreate Libraries (collections of magical texts) for Mage: The Ascension 20th Anniversary Edition. Libraries contain Grimoires and serve as research resources. Requires grimoire-creator for individual text design and mage-rules-reference for faction lookups. Triggers: create a library, design a book collection, M20 library, chantry library.
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majiayu000 Bundle ThoroughRelentless delivery mode for complex, multi-step tasks. Use when: multi-file features, unclear root cause debugging, multi-angle research, architecture decisions with trade-offs. Activates parallel subagent dispatch and strict verification.
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majiayu000 Bundle Ase Docs DistillDistill a provided document into a flat, importance-ranked list of its key points, each with a salience rank, a rationale, and a verbatim line-cited evidence snippet. Use when the user wants to "distill", "summarize the key points", or "extract the essence" of a document or pasted text.
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majiayu000 Bundle Customer SupportCustomer support workflows — ticket triage, response drafting, knowledge base articles, escalation handling, customer research. Use when triaging support tickets, drafting customer responses, creating KB articles, managing escalations, or researching customer context.
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majiayu000 Bundle Ebay Item DetailExtracts full item detail from any open eBay item URL, returning JSON with url, itemNumber, title, subTitle, categories, price, priceWithCurrency, currency, wasPrice, available, availableText, sold, image, images, seller, sellerUrl, sellerFeedbackCount, sellerPositiveRating, itemLocation, brand, type, mpn, upc, ean, condition, shippingCost, shipping, whyToBuy, and itemSpecifics (full label/value map). Works across all eBay regional TLDs. Use when user mentions eBay item page, eBay listing detail, eBay product page, eBay itm, ebay.com/itm, eBay item scraper, extract eBay item details, eBay item specifics, scrape eBay item, eBay sold count, eBay availability, eBay brand MPN UPC EAN, eBay item location, eBay seller feedback, eBay wasPrice, eBay hi-res images, eBay itemNumber, eBay per-item enrichment. Also applies to enriching item URLs from a listing, monitoring price and stock, competitive product research, brand catalog audits, and pulling full field set from an individual eBay listing.
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majiayu000 Bundle Post Ocr CleanupClean post-OCR text. Correction, QA, multilingual handling, provenance.
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majiayu000 Bundle Factory StatusGet comprehensive factory status - research progress, drill status, inventory, production overview. Use when checking progress or deciding what to do next.
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majiayu000 Bundle Resolve BeagleUse as the follow-up to brainstorm-beagle when a spec has an Open Questions section (or quietly carries latent gaps) that need closing before planning or implementation can begin. Triggers on: "resolve the open questions", "close the gaps in this spec", "research the open items", "finalize my spec", "make this spec implementation-ready", "answer the TBDs". Also triggers whenever the user points at a brainstorm-beagle spec and asks for research, proposals, or answers to unresolved items. Orchestrates parallel research subagents when available (falls back to inline sequential research otherwise), proposes answers one at a time for user approval, then rewrites the spec in place so it arrives at planning with no known gaps. Does NOT write code, design implementation, or create plans — it only produces a complete spec.
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majiayu000 Bundle Distilling PrsUse when reviewing PRs to triage, categorize, or summarize changes requiring human attention. Triggers: 'summarize this PR', 'what changed in PR #X', 'triage PR', 'which files need review', 'PR overview', 'categorize changes', or pasting a PR URL. Uses heuristic pattern matching to classify changes by review priority. For deep code analysis, use advanced-code-review instead.
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majiayu000 Bundle Tools Bug ScanRun the repository-native bug scanner (`pnpm bug-scan` / `pnpm bug-scan:changed`), summarize findings by severity and rule, and propose concrete next fixes or targeted rescans.
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majiayu000 Bundle News SnapshotRetrieve and summarize current international and Singapore news stories with headlines, brief context, and source links in a professional executive format. Use when you need a quick daily news briefing with verified sources.
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majiayu000 Bundle Arxiv ResearcharXiv paper search and academic research
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majiayu000 Bundle Leavn Ops ResearchUse this skill when conducting competitor analysis, sentiment monitoring, or user research for Leavn.
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majiayu000 Bundle Memory DocumentaryGenerate evidence-based documentary reports by searching across all 4 memory systems (Claude-Mem, Forgetful, Serena, DeepWiki), .agents/ artifacts, and GitHub issues. Produces investigative journalism-style analysis with full citation chains.
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majiayu000 Bundle Message SummarizerSlack メッセージを要約用データとして取得する。「Slack要約」「メッセージ要約」「要約して」「まとめて」「会話の要約」「チャンネル要約」「最近の話を要約」などで起動。Pythonスクリプト `slack_message.py summarize` を使用。
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majiayu000 Bundle Paper To IntuitionTransforms an academic paper into deep, multi-layered understanding. Use when asked to explain a paper, break down a research paper, understand an arXiv paper, or build intuition for a technical concept from a paper. Generates explanations at multiple levels plus visual intuition diagrams.
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majiayu000 Bundle Partner Text CoachReal-time communication coach for navigating partner/relationship texts. Analyzes incoming messages for emotional subtext, suggests thoughtful responses, helps de-escalate conflict, and provides follow-up conversation strategies. Expert in attachment theory, nonviolent communication (NVC), Gottman research, and healthy relationship dynamics. Activate on "what should I say", "how to respond", "partner text", "relationship message", "what does this mean", "text my partner", "conversation with partner". NOT for manipulation tactics, revenge/ghosting advice, replacing couples therapy, or abusive relationships (seek professional help).
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Frequently asked questions
What are Research & Search agent skills?
Research agent skills teach AI agents to gather and synthesize information properly: literature reviews, competitive analysis, web research with citations, and structured summaries. Each SKILL.md encodes a method, not just a prompt, so results stay consistent across runs.
Which Research & Search skills are most installed?
Popular Research & Search skills on SkillMD right now include scientific-skills, secure-web-search, side-hustle-maker. Rankings shift as installs change; sort this page by "Most installs" for the live list.
Do Research & Search skills work with Claude Code and Cursor?
Yes. Every skill here ships as a SKILL.md file, an open format that works in Claude Code, Claude.ai, Cursor, Codex, Windsurf, and 60+ other agents. Install one with npx skillmds@latest add <owner>/<name>, or copy the file into your agent's skills directory.