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.
-
wonsukchoi Bundle Foreign Language Literature ProfessorUse when a task needs the judgment of a Foreign Language and Literature Professor — building a program-review case for a language major facing enrollment scrutiny, validating or fixing a placement-test cut score, tracking majors against an ACTFL proficiency benchmark before graduation or student teaching, structuring a tenure case that spans language-pedagogy and literary scholarship, or redesigning a two-tiered language/literature curriculum into an integrated sequence.
-
wonsukchoi Bundle Criminal Justice Teacher PostsecondaryUse when a task needs the judgment of a Criminal Justice and Law Enforcement Teacher, Postsecondary — grading or defending a crime-trend assignment that must distinguish rate from raw count, mapping a CJ curriculum against ACJS certification standards or a state POST lesson-plan hour requirement, screening a student research protocol involving parolees, probationers, or incarcerated subjects for IRB Subpart C, or setting the liability and confidentiality terms for a ride-along or corrections practicum placement.
-
wonsukchoi Bundle Computer Information Research ScientistUse when a task needs the judgment of a Computer and Information Research Scientist — designing an ablation to attribute an empirical gain, budgeting an NSF CISE proposal against page and content limits, deciding what reproducibility artifacts to release with a paper, screening a draft for mathiness or terminology misuse, or scoping the consent/ethics review needed before running an experiment on real users.
-
haibarakiku Bundle ParalegalSenior paralegal specializing in legal research, document preparation, and case management. Use when conducting legal research, drafting legal documents, or managing case files
-
pyfagorass Bundle Openai SentryUse when the user asks to inspect Sentry issues or events, summarize recent production errors, or pull basic Sentry health data via the Sentry CLI; perform read-only queries using the `sentry` command.
-
pyfagorass Bundle Browseract Youtube TranscriptYouTube transcript extraction and content reformatting: given a YouTube video URL, opens the video's transcript panel, extracts all timestamped segments, and transforms the raw transcript into summaries, chapter outlines, Twitter/X threads, blog posts, or notable quotes. Use when the user shares a YouTube URL or video link, asks to summarize a video, get a transcript, extract content from a YouTube video, get YouTube captions, extract YouTube captions, download YouTube captions, transcribe YouTube video, YouTube video to text, make a thread from YouTube, YouTube to blog post, YouTube to article, pull transcript from YouTube, YouTube content extraction, convert YouTube to text, video to transcript. Also applies when user wants to reformat any YouTube video content into structured output (chapters, threads, blog articles, key quotes).
-
haibarakiku Bundle Tech Transfer ManagerExpert technology transfer manager specializing in patent portfolio management, technology commercialization, industry partnerships, and intellectual property licensing
-
haibarakiku Bundle Engineering ConsultantExpert engineering consultant specializing in technical feasibility studies, project assessment, design review, and engineering solution development
-
haibarakiku Bundle Principal InvestigatorExpert-level Principal Investigator skill covering research design, grant writing (NIH/NSF/ERC), experimental methodology, statistical analysis planning, manuscript writing, peer review, and lab management
-
haibarakiku Bundle Ethics Committee MemberEthics Committee Member
-
haibarakiku Bundle Journal Editor In ChiefJournal Editor-in-Chief
-
haibarakiku Bundle Science Museum EducatorScience Museum Educator
-
haibarakiku Bundle Research Project ManagerResearch Project Manager
-
pyfagorass Bundle Longbridge Longbridge ResearchInstitution ratings, consensus price targets, EPS/revenue forecasts, finance calendar, shareholder data, fund holders, insider trades (SEC Form 4), short interest, industry rankings, peer group analysis via Longbridge. Frameworks: investment proposals, coverage initiation, stock research, competitive analysis, financial planning, and DeFi/on-chain analysis. Triggers: "机构评级", "目标价", "一致预期", "EPS预测", "内部人交易", "空头", "行业排名", "投资提案", "首次覆盖", "竞争格局", "财务规划", "DeFi收益", "链上数据", "機構評級", "目標價", "一致預期", "內部人交易", "空頭", "投資提案", "首次覆蓋", "競爭格局", "鏈上數據", "analyst rating", "price target", "consensus", "insider trades", "short interest", "coverage initiation", "DeFi yield", "on-chain", "earnings calendar", "finance calendar", "财报日历", "下周谁财报", "下周财报", "下周有哪些财报", "哪些财报", "谁财报", "FOMC", "非农", "股东", "谁持有", "股東", "基金持仓", "基金持倉", "機構評級", "目標價", "財務規劃"
-
pyfagorass Skill Browseract Tiktok Search VideosTikTok keyword search video scraper: input search keyword → output paginated video list with full metadata (author, engagement stats, music, video meta). Use when user mentions TikTok search scraping, search TikTok by keyword, TikTok search results, extract TikTok search data, scrape TikTok videos by keyword, TikTok keyword videos, TikTok keyword search, TikTok search results collection, find TikTok videos by topic, tiktok search scraper, tiktok keyword scraper. Also applies to market research on TikTok content for specific topics, competitor content monitoring, or discovering videos and creators around a keyword.
-
pyfagorass Bundle Browseract Ecommerce Seller InfoExtract seller or merchant profile data from marketplace platform seller pages. Returns seller name, rating, review count, positive feedback percentage, joined date, and return policy. Works on Amazon seller pages, eBay seller pages, and any e-commerce site with seller profiles. Use when: seller information, merchant profile, seller rating, marketplace seller data, seller details, vendor profile, store information, seller feedback, merchant rating, seller review count, get seller info, ebay seller page, amazon seller profile, marketplace vendor analysis, seller research.
-
pyfagorass Skill Browseract Tiktok Profile VideosTikTok user profile video scraper: input a TikTok username → output the user's profile info plus paginated video list with full metadata (engagement stats, music, video meta). Use when user mentions TikTok profile scraping, scrape TikTok user videos, get TikTok creator videos, extract TikTok profile data, TikTok user posts, TikTok account video collection, collect TikTok profile page videos, TikTok creator video list, TikTok creator data, TikTok profile scraper, tiktok user scraper, tiktok creator scraper. Also applies to influencer research, competitor analysis, content archiving for a specific TikTok creator, or extracting all posts from a TikTok account.
-
pyfagorass Bundle Browseract Web Research AssistantAI-powered web research assistant that leverages BrowserAct API to supplement restricted web access by searching the internet for additional information. Designed for OpenClaw and Claude Code.
-
pyfagorass Bundle Browseract Amazon Product API SkillThis skill helps users extract structured product listings from Amazon, including titles, ASINs, prices, ratings, and specifications. Use this skill when users want to search for products on Amazon, find the best selling brand products, track price changes for items, get a list of categories with high ratings, compare different brand products on Amazon, extract Amazon product data for market research, look for products in a specific language or marketplace, analyze competitor pricing for keywords, find featured products for search terms, get technical specifications like material or color for product lists.
-
pyfagorass Bundle Browseract Ecommerce Product DetailExtract complete product information from any e-commerce product page. Returns name, price, currency, brand, images, description, SKU/ASIN/EAN/UPC/GTIN/MPN identifiers, stock availability, rating, review count, variants, and seller. Works on Shopify, Amazon, WooCommerce, eBay, Walmart, Etsy, AliExpress, Alibaba, Target, Best Buy, Rakuten, Magento, BigCommerce, PrestaShop, and any public e-commerce site. Accepts product URL, keyword, or product identifier (SKU/ASIN/EAN/UPC). Use when: scrape product page, get product details, extract price and availability, product info extraction, check product data, product detail scraping, get product from URL, keyword product search, ASIN lookup, EAN search, UPC lookup, price check, product research, compare products, monitor product price, get product images, product brand and description, ecommerce data extraction, product catalog scraping, product page scraper, get item price, fetch product info.
-
yogsoth-ai Skill SnowballCitation-chain-driven literature survey starting from seed papers. Traces research lineage in both forward (who cited this) and backward (what this cited) directions until saturation. High deep-read ratio (67%). Use when the user already has key papers and wants to find everything connected to them — ancestors, descendants, and branch points.
-
yogsoth-ai Skill Cold StartFull crystallization strategy for users who have no research direction at all. Covers actor profiling, landscape reconnaissance, direction narrowing, obstacle analysis, goal decomposition, and north-star synthesis. Use when the user's first message reveals zero specificity about what they want to research.
-
yogsoth-ai Skill Deep SurveyPrecise, targeted investigation of a specific sub-problem — few papers, all read in full depth. High paper-research ratio (50% deep-read rate). Use when the user knows exactly what they need to understand and requires detailed technical analysis with equations, hyperparameters, and specific claims extracted.
-
yogsoth-ai Skill Design FmeaStrategy: Research design-level FMEA — function analysis, failure mode identification, severity/occurrence/detection scoring per AIAG-VDA 2019.
-
yogsoth-ai Skill Context InitCreate a new context file for a research Phase. Called once at Phase start to initialize the file that subsequent context-checkpoint calls will append to. Use this skill whenever a new research Phase begins and a fresh context file is needed.
-
yogsoth-ai Skill Process FmeaStrategy: Research execution process FMEA — analyzes how the research process itself can fail during execution, distinct from design-level failures.
-
yogsoth-ai Skill Web ResearchDeep web research — fetches full page content for analysis. Snippets alone are PROHIBITED for conclusions.
-
yogsoth-ai Skill Explore ResumeUnderstand the user's background comprehensively — technical stack, project experience, research experience, publications, research directions. Allows user to express interest beyond their resume. Execute once only, never re-run.
-
yogsoth-ai Bundle Impact ScoringSOP: assess the potential impact of a research gap, identify beneficiaries and output an impact score
-
yogsoth-ai Bundle Seed SelectionValidate and prioritize starting papers for snowball surveys. Evaluates which seeds will yield the richest citation traces based on citation count, recency, and network position.
-
yogsoth-ai Skill Ask ConstraintsUnderstand hard boundaries on the user's research — target venues, methodology preferences, areas to avoid, advisor/team requirements. Not limited to ML/AI — works for any research domain.
-
yogsoth-ai Skill Axis ExtractionTactic for systematically extracting axes of variation from literature — identify how practitioners compare approaches.
-
cslawyer1985 Bundle Zeelin Patent RetrieverTeam ZeeLin’s production-grade patent evidence retrieval skill for Google Patents BigQuery. Converts natural-language research intent into auditable multi-round retrieval plans with explicit filters (keywords, country, date, assignee/inventor, IPC/CPC), and outputs validated JSON artifacts for downstream analysis and drafting. Triggers: patent search, prior art, google patents, bigquery patent, 专利检索, 专利查新, 技术情报.
-
cslawyer1985 Bundle Legal Research Assistant根据用户描述的法律问题,自动检索相关法规、司法解释、典型案例和操作指南。覆盖债务纠纷、劳动争议、合同纠纷三大场景。安全本地检索,数据不出本地。
-
cslawyer1985 Bundle Openclaw Indian AdvocateAI legal assistant for Indian advocates and lawyers. Use this skill whenever an Indian advocate needs help with legal work: drafting legal notices, vakalatnamas, plaints, written statements, bail applications, affidavits, petitions (writ, civil, criminal), FIR complaints, legal opinions, or any Indian court document. Also triggers for Indian statutes (IPC/BNS, CrPC/BNSS, IEA/BSA, Companies Act, GST, Arbitration), case law research, client intake, cause list management, court diary, fee notes, legal memos, or reading/analysing uploaded case files, judgments, charge sheets, or client documents. Triggers on: "my client", "HC", "SC", "district court", "sessions court", "NCLT", "DRT", "tribunal", "advocate", "vakil", "matter", "brief", or any Indian legal proceeding. Handles post-2024 BNS/BNSS/BSA reforms with dual-citation of old and new laws automatically.
-
cslawyer1985 Bundle Cementops Msha CompliancePrevent MSHA citations at cement plants before the inspector arrives. Free CementOps Compliance Suite skill. 30 CFR Part 56 hazard classification, stop-work authority, citation defense strategies, walk-through prep checklists, and rebuttal letter drafting.
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 foreign-language-literature-professor, criminal-justice-teacher-postsecondary, computer-information-research-scientist. 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.