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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qualcomm Bundle Read Arxiv PaperFetch and summarize academic papers from arxiv.org. Use for arxiv.org paper URLs (e.g. arxiv.org/abs/...). Triggers include 'read/summarize this arxiv paper', 'read paper', 'summarize paper'. Note — arxiv URLs must use this skill, NOT summarizenews.
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radustefandumitru Bundle Reddit ResearchUse when the user explicitly asks for Reddit/community signal, subreddit research, Reddit sentiment, or public Reddit thread/comment analysis. Uses low-volume public read-only JSON endpoints where available, with clear caveats, no auth, no API keys, no stored credentials, and graceful fallback when Reddit blocks or rate-limits requests.
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radustefandumitru Bundle Autoresearch HarnessDesign safe autonomous research/experiment loops inspired by Karpathy's autoresearch. Use for bounded experiment harnesses, optimization loops, overnight research plans, benchmark exploration, or repeated hypothesis testing with explicit budget, rollback, logging, and approval gates.
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radustefandumitru Bundle Jack Website IntelligenceResearch a brand, existing website, and competitors before building a premium animated client site. Use for brand extraction, website intelligence, competitor analysis, client-facing reports, build briefs, redesign strategy, niche research, Firecrawl-style scraping, or turning an existing website into a better premium scroll/3D site direction. Public-safe Jack Roberts inspired workflow.
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shalintripathi Skill Hoo Keyword IntelUse for keyword research, competitor keyword gaps, "what should we rank for", "keyword ideas for X", or the /organic-os:keywords command. Detects the user's Google Ads access tier and degrades honestly.
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shalintripathi Skill Hoo Citation TrackerUse to measure AI answer-engine visibility - "are we cited by ChatGPT/Perplexity", "AI share of voice", /organic-os:citations, or the weekly routine's citation step.
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danmcinerney Bundle Social SearchResearch bounded public source scopes, then return one independent ranked assessment.
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danmcinerney Bundle Design IncrementTurn a project goal, options and research into one scoped implementable increment and an old-versus-new evaluation plan.
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danmcinerney Bundle Research OptionsInvestigate bounded uncertainties in proposed project increments and return evidence for choosing a design.
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danmcinerney Bundle Brainstorm ResearchGenerate project improvement options, then research their decision-relevant uncertainties for design.
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educlopez Bundle Panda KbCurated knowledge base for the Panda theme by SunnyToo on PrestaShop 8 and 9 — 54 module fiches, 19 demos catalog, scraped official docs, and the Easy Builder track (steasybuilder + steasy_trans_panda). Use when answering questions about Panda-specific modules (`st*` prefix), SunnyToo widgets, Easy Builder layouts, or "what can Panda render". For PrestaShop platform-level questions (Symfony, Twig BO, Smarty syntax, hooks core, theme.yml mechanics, migration 8→9) use the `prestashop-kb` skill instead.
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educlopez Bundle Prestashop KbCurated knowledge base for the PrestaShop platform — versions 8 and 9. Covers theme mechanics (theme.yml, parent-child, template inheritance, assets), Smarty templating + PS extensions ({l}, {hook}, {widget}), hooks (overview + listings), modules architecture (config.xml, controllers, lifecycle), install vs distribution (PS 9 source clone), and version migration PS 8 → 9 (Symfony BO, Twig, upgrade process). Use for platform-level PrestaShop questions independent of any specific theme. For Panda-theme-specific questions (`st*` modules, SunnyToo, Easy Builder) use the `panda-kb` skill instead.
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educlopez Bundle Elementflow KbCurated knowledge base for ElementFlow — an Elementor-based page-builder theme/module for PrestaShop (backed by the `stsitebuilder` module: header, footer, home, category, product-page, and CMS-page builders, plus a widget library). Use when answering questions about ElementFlow-specific widgets (Newsletter, Container, Grid, PrestaShop module, Image, Registration/Login/ Sign-in forms, Custom template, Tabs & megamenu, Divider, Product name/ comment/gallery, Search, Text editor, Slider, Accordion), the page builders (product/category miniature, product/category page, shopping cart, header, mobile menu, CMS page), or ElementFlow-specific features (sticky header, wishlist, shortcodes, display conditions, drag & drop editor, sidebar/popup, side cart, SVG icons, checkout/my-account child theme, blog, JS events). Also trigger for install/upgrade/demo-import/dev-to-production questions about ElementFlow, or when the user mentions `stsitebuilder`, `st_site_builder`, or a project using the ElementFlow child theme. Tri
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xiaoshuai1024 Bundle Talkshow脱口秀式技术讲解改写。视频口播稿**按题材触发或点名**(2026-09-05 再定规,取代 08-31 全默认制:知识/工具类缺省回普通档,自带戏剧冲突的题材——事故复盘/翻车/踩坑/荒诞机制——才默认启用,其余场景点名「脱口秀」「talkshow」「段子风」「幽默版」「加梗」触发);文章链路仍点名制。**启用即超级炸场 + 职场自嘲(2026-08-29 用户定规;降档仅用户点名)**:每次写稿先联网定向搜职场热梗并实抓抖音同类爆款对标,密度门禁量化(笑点位 ≥2.5/卡)。内容:写梗管线(态度先行→机制选型→包袱先行+第三联想→多版本竞争→六维/H 状态诊断修梗,references/joke-craft.md)、热梗弹药库(A 区句式库+职场梗 B/B2 区+联网搜梗引擎 G 区,references/meme-armory.md)、真实锚定与门禁(de-ai-smell、platform-compliance、密度/读音/水文四道门)、TTS 喜剧节拍(乐子哥腔 --emo dyn)。覆盖视频口播稿与文章两条链路。决策依据 openspec/changes/humor-style-research 与 openspec/changes/talkshow-joke-craft。
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yuryalencar Skill Review IntroductionReview a scientific paper introduction from a writing perspective, labelling each paragraph and sentence with the movement it implements (contextualization, gap, state of the art, purpose), checking the general-to-specific funnel, auditing the three citation classes, and reporting style defects with concrete rewrites. Use when asked to review, critique, check or improve an introduction.
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counterpointconsulting Skill SummarizeProduce a structured summary of your database work. Call this when you have completed your task.
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aipoch Bundle Literature ReviewFind, verify, and synthesize scientific literature — from "what's the seminal paper for X" through full multi-source reviews. Covers grounding claims in real retrieved sources, avoiding fabricated citations, handling retractions, and calibrating confidence to evidence strength.
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creanlab Bundle Research PackagerCreate sanitized export packs from canonical memory for research pool
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creanlab Bundle Tama Community SummarizerSummarize shared research pool for community insights
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creanlab Bundle Academic Paper SummarizationExtracting key findings from AI/ML research papers.
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xiduzo Skill Wtf SpikeThis skill should be used when a developer or tech lead needs to investigate a technical unknown before committing to an approach — for example "run a spike on X", "I need to research this before writing the epic", "we don't know how to approach this yet", "investigate if we can use X for Y", "time-box this exploration", "what's the right architecture for this?", or "should we use A or B?". Produces a findings document and a concrete recommendation that feeds directly into write-epic or write-task.
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xiduzo Bundle Wtf ChangelogThis skill should be used when a developer wants to generate release notes or a changelog entry after merging a Feature or closing an Epic — for example "write the changelog", "generate release notes", "what shipped in this release", "create a GitHub Release for this feature", "document what we built", "update CHANGELOG.md", or "summarize what merged". Derives user-facing language from closed Task Gherkin scenarios and Feature Acceptance Criteria rather than from raw commit messages.
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yogsoth-ai Skill Paper OverviewAbstract-level paper scanning for broad coverage. Import of literature-engine/literature-overview skill. Abstract-level only — no methodology conclusions from abstracts.
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razshy Bundle Event PlanningHelp plan an event — from a birthday dinner to a wedding. Scales to the size of the occasion. Handles venue research, guest lists, timelines, vendors, and budgets.
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cyijun Bundle China Initiating Coverage为A股上市公司组织证据优先的首次覆盖研究底稿,串联公司承保、财务取证、预测、估值、论点和红队审查。用于完整公司研究报告;不生成券商署名、评级、目标价或投资建议。
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cyijun Bundle Industry Etf Research以中国A股行业ETF和跟踪指数为观察入口,穿透指数编制、成分权重和上市公司基本面,研究行业价值链、景气、估值、市场确认与证据分歧。用于行业画像、ETF行业代表性检查和同主题指数比较;不用于单纯ETF筛选、自动轮动、买卖或仓位建议。
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cyijun Bundle A Share Research Red Team对已形成的A股研究结论进行结构化反方审查,冻结原证据后检查确认偏差、替代解释、失败路径、不可观测风险和框架误用。用于高确信结论、报告发布前或bear case;只有分离上下文和审阅者时才称独立审查。
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wrm3 Bundle Deep ResearchBase directory for this skill: /mnt/c/git/claude_code_project_template/.claude/skills/deep-research
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wrm3 Bundle Research MethodologyBase directory for this skill: /mnt/c/git/ai_project_template/.claude/skills/research-methodology
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awaik Bundle Demand ResearchИсследовать поисковый спрос через LidFly Wordstat: сезонность, упущенный спрос, интент, регионы и каннибализация. Использовать для проверки спроса и подготовки рекомендаций без client_login или connection_id Директа.
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junerdd Bundle Git CommitDraft a Conventional Commit message from the currently staged Git changes. Use when the user wants a commit message suggestion, asks to summarize staged work into a commit, or needs a Conventional Commit subject/body without actually running `git commit`. This skill must only inspect staged changes and must not stage files, inspect unstaged work, or create the commit.
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mariusgithub13 Skill Cim ReaderRead a full CIM and produce a cited, plain-English diligence brief, what it does, the numbers that matter, strengths, risks, and the five questions it doesn't answer, every claim traced to its source. Use when a CIM arrives, or when asked to 'read this CIM', 'brief me on this information memorandum', or 'summarize this deal pack with citations'.
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masashifukuzawa Skill Technical Research非自明な技術課題を、既存実装と一次資料から調査して根拠付きの方針にする。実装前の調査や API の不確実性解消に使う。「技術調査して」「公式仕様を確認」「実装前に調べて」を正のトリガーとし、既知の局所修正やコードベース全体の改善監査には使わない。
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cabbage2000-lab Bundle Paper LogicPaper 论证链检查命令(结构对应检查器)。当用户已有论文大纲、要查论证逻辑、查 RQ 与方法结果结论是否对应、查论证链是否闭环、查论文逻辑结构,或说"帮我查查论证有没有问题""我的逻辑完整吗""RQ 和结论对应吗""方法能不能回答我的问题""结论有没有超出结果"时使用——即使用户只说"帮我看看论文逻辑""论证链查一下""四要素对应吗"也应使用。行为铁律:基于 outline 产物的章节大纲与 literature/ 文献锚点核对 RQ→方法→结果→结论 四者结构对应(有 draft 正文则追加段落级增强);只核结构不核内容真伪、不下价值结论(禁"断裂/强弱"定性词)、诊断可追溯到原文;结构缺项与锚点文献客观陈列、可疑点变疑问句留用户;确认前零落盘。不替用户判"行不行"、不编断链、不核验证明数学正确性(理论型明示)。"直接告诉我论证行不行""帮我改顺这条断链""这个方法对不对"走三段式转化。
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cabbage2000-lab Bundle Paper Search文献检索与综述辅助命令。当用户已有研究问题(RQ)或明确方向,要查文献、做文献综述、找研究缺口(Research Gap)、了解"某方向别人做到哪一步"时使用——即使用户只说"帮我查查这方面的研究""这个领域有哪些论文""有没有人研究过 X""这方面国内外做到什么程度了""帮我搜搜文献""顺着这篇的参考文献往下找""谁引用了这篇""某某老师 / 这位作者发过哪些论文" "这几篇是不是同一个人写的""这些能不能免费下载 / 有没有全文""哪几篇是开放获取(OA)的""有没有 PMC 全文"也应使用。中英双轨:英文接开放 API(Crossref / OpenAlex / Semantic Scholar / arXiv)自动检索,中文走"自动 + 引导"(DOI 命中自动检索,其余生成知网 / 万方检索方案引导用户检索,站内官方导出的 BibTex / EndNote 文件可解析入表)。支持滚雪球补召回(由一篇核心文献取参考文献 / 被引文献,补关键词检索漏掉的经典与最新跟进), 以及按作者检索(先列同名候选带 ORCID / 机构 / 研究领域,由用户选定后再取其论文)。 行为铁律:真实 API 检索绝不凭记忆编造文献 / DOI;每次产出必声明各源覆盖方式(自动检索 / 用户回填 / 未覆盖)、中文版图未补齐必提示"英文库没有≠没人研究过";不替用户排序 / 挑"最相关最好" / 判定研究空白(判断归用户), 被引数与开放获取状态只陈列不排序、不当阅读优先级,只给源提供的合法开放版本链接与官方获取入口、 绝不提供绕过付费墙的路径(不给 Sci-Hub 类镜像站、不代抓订阅内容、不批量代下);同名作者归并只认 ORCID 这个客观键,绝不按姓名 / 机构猜同一人,也不替用户选是哪位候选; 断网显式声明检索不可用;"帮我写综述 / 编几篇文献凑数"走三段式转化,绝不代写、绝不编造。
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cabbage2000-lab Bundle Paper OutlinePaper 论文大纲命令(结构草案共写器)。当用户已有研究问题(RQ)和文献笔记、要搭论文骨架、起草章节大纲、写论文结构、整理写作框架,或说"帮我把论文大纲列一下""论文应该怎么组织""章节怎么分""我有 RQ 和文献、想搭个大纲"时使用——即使用户只说"我想列个大纲""帮我想想结构""论文分几章好"也应使用。行为铁律:基于用户 RQ 与 literature/ 文献笔记起草带文献锚点的章节大纲草案、每章要点尽量挂真实存在的笔记锚点(无支撑标「⚠️ 纯结构占位」、绝不编锚点);结构取舍(章节顺序 / 标题 / 要点去留 / 锚点归属)由用户逐章拍板;确认前零落盘。不替用户定结构、不编文献锚点、不替用户写正文(正文归 paper-draft)。"直接帮我把大纲定下来别问我""帮我把每章正文写了"走三段式转化。
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 read-arxiv-paper, reddit-research, autoresearch-harness. 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.