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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spike-faye-lei Bundle Autosci Daily ArxivRun or manage the daily arXiv recommendation feed. Use for one-off fresh-paper recommendations, scheduled GitHub Actions setup/status/disable, email digests, and explicit high-confidence auto-ingest through /ingest.
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spike-faye-lei Skill Autosci Paper DraftDraft a LaTeX paper from PAPER_PLAN — write each section from wiki sources + generate figures/tables + BibTeX verification + de-AI polish
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spike-faye-lei Skill Autosci Exp Pilot RunPilot experiment execution — read Pilot Spec YAML, write pilot code, run experiment(Confirm with the user before operation and require the applicant to conduct manual inspection), return results. Called by /ideate Phase 5. Does NOT modify wiki pages or judge pass/fail.
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spike-faye-lei Bundle Conf Papers顶级会议论文搜索推荐 - 搜索 CVPR/ICCV/ECCV/ICLR/AAAI/NeurIPS/ICML 等顶会论文
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spike-faye-lei Skill Autosci Exp Pilot EvalPilot result evaluation — read pilot results, apply success criteria, update idea page (pilot_result, failure_reason if failed), generate PILOT_VERDICT_REPORT. Called by /ideate Phase 5 after /exp-pilot-run.
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spike-faye-lei Bundle Paper Search在已整理的论文笔记中搜索相关内容
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spike-faye-lei Bundle Start My Day论文阅读工作流启动 - 生成今日论文推荐笔记 / Paper reading workflow starter - Generate daily paper recommendations
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spike-faye-lei Bundle Paper Analyze深度分析单篇论文,生成详细笔记和评估,图文并茂 / Deep analyze a single paper, generate detailed notes with images
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spike-faye-lei Skill Auto Paper Improvement LoopAutonomously improve a generated paper via GPT-5.5 xhigh review → implement fixes → recompile, for 2 rounds. Use when user says "改论文", "improve paper", "论文润色循环", "auto improve", or wants to iteratively polish a generated paper.
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spike-faye-lei Bundle Extract Paper Images从论文中提取图片,优先从arXiv源码包获取真正的论文图
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xspoonai Bundle Grok ResearchGrok Research
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qa-aman Skill Study DesignDesign a research study. Use when the user says "study design", "design my research", "what research method should I use", "how do I test this hypothesis", "research plan", "methodology section", "experimental design", "survey design", "qualitative study design", "how to structure my study", "sample size", "data collection plan", or needs to plan how to test a research question or hypothesis - even if they don't explicitly say "study design".
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qa-aman Bundle Tax Position MemoWrite a technical tax position memo that documents a tax filing position with authorities, facts, analysis, and conclusion. Use when a tax professional says "write a tax memo", "document this tax position", "research memo for the partner", "we need to support this deduction", "document the tax treatment", "write up the authority for this position", "technical memo on [tax issue]", "MLTN analysis", "reasonable basis memo", "document the IRC section that supports this", or needs to formally document a tax conclusion. Also trigger when someone has a tax question that needs a written conclusion backed by legal authority - even if they don't use the words "tax memo" or "tax position".
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qa-aman Skill Literature ReviewWrite a literature review. Use when the user says "literature review", "lit review", "review the literature", "summarize prior research", "what does the research say about", "synthesize research on", "background section", "related work section", "what has been studied on this topic", or needs to systematically identify, synthesize, and critically evaluate existing research on a topic - even if they don't explicitly say "literature review".
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qa-aman Skill Hypothesis FramingWrite or refine a research hypothesis. Use when the user says "write a hypothesis", "frame my hypothesis", "is my hypothesis testable", "null and alternative hypothesis", "research hypothesis", "refine my hypothesis", "hypothesis statement", "H0 and H1", "operationalize my hypothesis", "turn my research question into a hypothesis", or needs to convert a research question or intuition into a falsifiable, testable hypothesis with clear variables and predictions - even if they don't explicitly say "hypothesis".
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garphengate Skill Research NavigatorConvert any pasted reference into clean APA, MLA, or Chicago format with missing fields flagged. Use whenever a reference needs formatting or restyling from one citation format to another.
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the-nam-shub Skill International Market ExpansionGuides marketers through entering new geographic markets, including hiring strategy, budget planning, channel research, and AI-assisted localization at scale
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the-nam-shub Skill Original Research And Data ContentGuides Claude in helping B2B marketers plan, produce, and distribute original research and data-driven content that builds authority, earns backlinks, and generates PR coverage
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openlabor Skill Web ResearchSearch the web for trending topics, competitor intel, and content ideas using Tavily AI search
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openlabor Skill Cold OutreachResearch prospects, find verified emails with Hunter, and execute a 5-touch personalized outreach sequence over 14 days — turning cold contacts into booked meetings through Gmail with structured tracking and reply handling
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zhouyinlong-lab Bundle Baoyu Wechat SummarySummarizes WeChat group chat highlights into a structured digest using the local wx-cli binary (https://github.com/jackwener/wx-cli). Generates a normal digest by default; a roast (毒舌) version is opt-in. Maintains per-group history (history.json + history-digests.jsonl), per-user profiles, and per-group fact memory (memory.md) across runs, with privacy guardrails baked in. Use when the user asks to "总结群聊", "群聊精华", "群聊摘要", "summarize group chat", "group chat digest", mentions a WeChat group name with a time range, says "帮我看看 XX 群最近聊了什么", "XX 群有什么值得看的", or asks to "回溯画像" / "初始化画像" / "backfill profiles". Adds the roast version when the user says "毒舌版", "roast 版", "再来个毒舌的", or similar.
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brucesongs Bundle Deep ResearchMulti-source intelligence gathering through systematic web research — producing thorough, cited reports from diverse sources.
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brucesongs Bundle 5g 6g Telecom Attack AdvancedAdvanced 5G/6G telecom attacks covering 5G Core (SBA) exploitation, IMSI catcher evolution (5G Stingray), SIP/Diameter protocol attacks, Open RAN vulnerabilities, network slicing abuse, and early 6G research vectors (THz comms, AI-native air interface).
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photonics-dhl Bundle Optics TrackerOptics Research Tracker - Hermes Skill
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handsomeboy990 Bundle Research CoreResearch Core
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handsomeboy990 Bundle Company ResearchCompany Research
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handsomeboy990 Bundle Source ResearchSource Research
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sethdford Bundle Research AssistantResearch topics and compile summaries from multiple sources
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zhouyinlong-lab Skill Creator Buddy内容运营情报中心——5 个内容运营研究技能的总控路由元技能。从小红书·公众号·B站·抖音 的真实数据中搜索热点、拆爆款、分析赛道、生成标题。把"今天写什么"从玄学变成 可复用的数据工作流。与 Dog-Skills 现有工具(last30days/dbskill)互补: last30days 侧重海外平台,creator-buddy 补中文内容生态。 Trigger keywords: 找选题, 热点搜索, 爆款分析, 起标题, 小红书搜索, 公众号爆款, B站趋势, 赛道分析, 内容运营, 竞品分析, 今天写什么, 选题建议, 标题优化, 爆款标题, 平台搜索, content research, viral analysis, trend search, Xiaohongshu hot, WeChat viral, Bilibili trending.
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zhouyinlong-lab Bundle Storm Research斯坦福 STORM 深度研究方法 — 4 个提示让 Claude 像博士一样做研究。 STORM = Systematic(系统化)+ Thorough(彻底)+ Organized(有组织)+ Rigorous(严谨)+ Methodical(有条理)。5 分钟产出博士 48 小时级别的研究简报。 适用于文献综述、技术调研、竞品分析、行业研究等场景。 Trigger keywords: STORM方法, 深度研究, 博士级研究, 学术研究, 文献综述, 系统研究, 技术调研, Stanford STORM, 研究简报, thorough research。
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zhouyinlong-lab Skill Huashu Research结构化网络调研——先建文件再搜索,每搜一轮就保存一轮,确保调研成果增量持久化, 不怕会话截断丢失。阶段摘要+最终简报双层输出。 Trigger keywords: 调研, 搜索资料, 帮我查一下, 了解一下, 最新信息, research.
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nexscope-ai Bundle Ecommerce Amazon Asin KeywordsRetrieve traffic keywords for an Amazon ASIN with organic and ad ranks, search volume, traffic share, conversion, and weekly or monthly SIF data. Use for reverse-ASIN keyword research, competitor keyword analysis, or ranking checks.
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nexscope-ai Bundle Ecommerce Google Patent SearchQuery Google Patents public search through the NexScope research proxy. Use when the user requests this public marketplace or patent data; do not use for seller-console or store-authorized operations.
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nexscope-ai Bundle Ecommerce Amazon Product DetailRetrieve detailed Amazon product information by ASIN, including title, images, bullet points, specifications, A+ content, pricing, ratings & reviews, variants, and more. Trigger when users mention Amazon product details, ASIN lookup, product page data, listing analysis, bullet point extraction, product image retrieval, variant inspection, competitor listing research, price lookup, review breakdown, product specification query, or similar terms. Even if the user does not explicitly say "product details," trigger this skill whenever the request involves retrieving structured data from Amazon product pages via ASIN.
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nexscope-ai Bundle Ecommerce Amazon Market ResearchUse SellerSprite market list capability to filter Amazon niche markets by category dimensions, supporting market size, competition, top concentration, seller structure, new product share, price/rating/margin ranges, and many other criteria for discovering viable markets and evaluating product selection directions. Trigger when the user mentions Amazon market research, niche category research, market opportunity screening, market concentration analysis, new product opportunities, market selection, SellerSprite market research, category market research. Even if the user does not explicitly mention "SellerSprite", if the need is to screen and evaluate Amazon markets by category dimensions, this skill should also be triggered.
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nexscope-ai Bundle Ecommerce Chuhaijiang Tiktok AdsResearch public TikTok ads and creative assets through Chuhaijiang and NexScope.
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 autosci-daily-arxiv, autosci-paper-draft, autosci-exp-pilot-run. 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.