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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tuyv Bundle AutoresearchAutonomous iterative research loop. Takes a topic, runs web searches, fetches sources, synthesizes findings, and files everything into the wiki as structured pages. Based on Karpathy's autoresearch pattern: program.md configures objectives and constraints, the loop runs until depth is reached, output goes directly into the knowledge base. Triggers on: "/autoresearch", "autoresearch", "research [topic]", "deep dive into [topic]", "investigate [topic]", "find everything about [topic]", "research and file", "go research", "build a wiki on".
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tuyv Bundle Ralph Specum ResearchThis skill should be used only when the user explicitly asks to use `$ralph-specum-research`, or explicitly asks Ralph Specum in Codex to run the research phase.
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tuyv Bundle Update Knowledge BaseMaintain and update product knowledge base from releases, features, and project changes with optional wiki sync
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tuyv Bundle Planning MethodologySystematic approach for creating minimal-change, reversible implementation plans. Claude invokes this skill when transforming requirements/research into executable blueprints. Emphasizes simplicity, safety, and clear verification steps.
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diegosouzapw Bundle LastxdayslastXdays: Research Any Topic from a Custom Time Range
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diegosouzapw Bundle Last30days Lev Oslast30days: Research Any Topic from the Last 30 Days
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diegosouzapw Bundle Lead Research Assistant Cn销售线索研究助手 | Sales Lead Research Assistant. 识别高质量销售线索 | Identify high-quality sales leads. 分析目标公司、提供联系策略 | Analyze target companies, provide contact strategies. 触发词:销售线索、lead research、客户开发.
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jiayaoqijia Bundle Okx Dex TrenchesUse this skill for meme/打狗/alpha token research on pump.fun and similar launchpads: scanning new token launches, checking developer reputation/开发者信息/dev launch history/has this dev rugged before/开发者跑路记录, bundle/sniper detection/捆绑狙击, bonding curve status/bonding curve progress, finding similar tokens by the same dev/相似代币, and wallets that co-invested (同车/aped) into a token. Use when the user asks about 'new meme coins', 'pump.fun launches', 'trenches', 'trench', '扫链', 'developer launch history', 'developer rug history', 'check if dev has rugged', 'bundler analysis', 'who else bought this token', 'who aped into this', 'similar tokens', 'bonding curve progress', '打狗', '新盘', '开发者信息', '开发者历史', '捆绑', '同车', 'rug pull count', 'similar meme coins', '捆绑情况', '已迁移出 bonding curve', or '发过多少个项目'. Do NOT use for market-wide whale/signal tracking — use okx-dex-signal. Do NOT use for per-token holder distribution or honeypot checks — use okx-dex-token.
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jiayaoqijia Bundle Crypto Paper ReaderUse when deeply reading one cryptography, ZKP, or lattice paper to extract its claims, definitions, proof structure, assumptions, parameters, evidence, costs, limitations, and research implications.
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jiayaoqijia Bundle Polymarket ResearchUse when researching Polymarket prediction markets, checking odds on events, finding trending markets, analyzing 5-minute crypto prediction markets (BTC/ETH), comparing market sentiment, or helping users decide what to bet on. Triggers on polymarket, prediction market, odds, betting, 5-minute markets, event probability.
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jiayaoqijia Bundle Crypto Idea EvaluatorUse when turning a cryptography, ZKP, or lattice idea into a research question, claim map, feasibility assessment, evidence plan, risk register, or go/no-go decision.
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jiayaoqijia Bundle Xspoonai Official Grok ResearchGrok Research
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yejiming Skill Web3 Safe GuideUse this skill when the user asks beginner-friendly Web3 questions such as '帮我研究一下XXX这个币', '最近什么币在涨', '聪明钱在买什么', '巨鲸在买什么', '这个币安全吗', '我想买一点XXX', '帮我查一下行情', '最近有什么机会', '跟着大户买什么好', '这个信号准不准', '交易费用大概多少', 'what should I buy', 'is this token safe', 'what are whales buying', 'show me trending tokens', 'help me research a token', 'is this a scam', 'how much will the gas cost'. This skill wraps multiple onchainos CLI tools into a beginner-friendly experience with automatic safety scoring, smart money signal momentum tracking, gas estimation, and step-by-step swap guidance. It requires onchainos CLI to be installed. Always respond in the same language the user uses (Chinese or English).
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shengdabai Bundle Afa ExploreDTC 用户洞察与市场探索引擎——VOC 深度挖掘、市场规模评估、用户画像、赛道分析、竞争格局映射。Use when user mentions: 市场调研, market research, 用户洞察, user insight, VOC, 用户画像, persona, 市场规模, TAM SAM SOM, 赛道分析, 品类分析, category analysis, 需求挖掘, 空白市场, 用户研究.
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shengdabai Bundle Swarm CoordinatorCoordinate multiple agents by splitting work into research, synthesis, implementation, and verification, assigning ownership, and keeping the coordinator focused on integration rather than raw exploration.
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solizardking Bundle Aiq ResearchUse when asked to run deep research or AI-Q research through a reachable NVIDIA AI-Q Blueprint backend.
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brycewang-stanford Skill Idea Creator 2Generate and rank research ideas given a broad direction. Use when user says "找idea", "brainstorm ideas", "generate research ideas", "what can we work on", or wants to explore a research area for publishable directions.
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brycewang-stanford Skill Novelty Check 3Verify research idea novelty against recent literature. Use when user says "查新", "novelty check", "有没有人做过", "check novelty", or wants to verify a research idea is novel before implementing.
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brycewang-stanford Skill Grant Proposal 2Draft a structured grant proposal from research ideas and literature. Supports KAKENHI (Japan), NSF (US), NSFC (China, including 面上/青年/优青/杰青/海外优青/重点), ERC (EU), DFG (Germany), SNSF (Switzerland), ARC (Australia), NWO (Netherlands), and generic formats. Use when user says "write grant", "grant proposal", "申請書", "write KAKENHI", "科研費", "基金申请", "写基金", "NSF proposal", or wants to turn research ideas into a funding application.
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brycewang-stanford Skill Research Refine 2Turn a vague research direction into a problem-anchored, elegant, frontier-aware, implementation-oriented method plan via iterative GPT-5.4 review. Use when the user says "refine my approach", "帮我细化方案", "decompose this problem", "打磨idea", "refine research plan", "细化研究方案", or wants a concrete research method that stays simple, focused, and top-venue ready instead of a vague or overbuilt idea.
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brycewang-stanford Skill Research Refine 3Turn a vague research direction into a problem-anchored, elegant, frontier-aware, implementation-oriented method plan via iterative Gemini review. Use when the user says "refine my approach", "帮我细化方案", "decompose this problem", "打磨idea", "refine research plan", "细化研究方案", or wants a concrete research method that stays simple, focused, and top-venue ready instead of a vague or overbuilt idea.
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arjumaan Bundle Apify Market ResearchAnalyze market conditions, geographic opportunities, pricing, consumer behavior, and product validation across Google Maps, Facebook, Instagram, Booking.com, and TripAdvisor.
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arjumaan Bundle Comprehensive Review Pr EnhanceGenerate structured PR descriptions from diffs, add review checklists, risk assessments, and test coverage summaries. Use when the user says "write a PR description", "improve this PR", "summarize my changes", "PR review", "pull request", or asks to document a diff for reviewers.
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suraj1235 Skill Ultracode 3Ultracode-style dynamic workflows for Antigravity. Use when the user says "ultracode", "workflow:", "/deep-research", or asks for broad multi-file work with planning, parallel agents, verification, or crash-resume.
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javiertarazon Bundle NotebooklmUse this skill to query your Google NotebookLM notebooks directly from Claude Code for source-grounded, citation-backed answers from Gemini. Browser automation, library management, persistent auth....
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outlinedriven-odin-gemini-cli-extension Bundle Gh Fix CIInspect GitHub PR checks with gh, pull failing GitHub Actions logs, summarize the failure, then plan and implement the fix after user approval. Use when the user asks to debug or fix failing PR CI on GitHub Actions; external checks (Buildkite, etc.) are reported as URLs only.
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frankxai-agentic-creator-os Bundle Planning With FilesImplements Manus-style file-based planning for complex tasks. Creates task_plan.md, findings.md, and progress.md. Use when starting complex multi-step tasks, research projects, or any task requiring >5 tool calls. Now with automatic session recovery after /clear.
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activer007 Bundle Pubmed DatabaseDirect REST API access to PubMed. Advanced Boolean/MeSH queries, E-utilities API, batch processing, citation management. For Python workflows, prefer biopython (Bio.Entrez). Use this for direct HTTP/REST work or custom API implementations.
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dicklesworthstone-pi-agent-rust Bundle Data Processing Ray DataRay Data - Scalable ML Data Processing
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dicklesworthstone-pi-agent-rust Bundle Distributed Training Ray TrainRay Train - Distributed Training Orchestration
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dicklesworthstone-pi-agent-rust Bundle Creating Github Issues From Web ResearchExecute this skill enhances AI assistant's ability to conduct web research and translate findings into actionable github issues. it automates the process of extracting key information from web search results and formatting it into a well-structured issue, ready... Use when managing version control. Trigger with phrases like 'commit', 'branch', or 'git'.
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frankaging Bundle Arxiv WatcherSearch and summarize papers from ArXiv. Use when the user asks for the latest research, specific topics on ArXiv, or a daily summary of AI papers.
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frankaging Skill First PrinciplesCore research principles that govern all project decisions. Load this skill for every research project. Every idea, method, and artifact must be evaluated against these principles before proceeding.
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frankaging Skill Research ProposalDefines the structure and requirements for a research proposal.
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modest-curator478 Skill Resume OptimizerAUTO-TRIGGER: Apply this skill automatically when the user pastes or shares a job posting, job description, or any role they are considering applying for. Also trigger when the user asks Claude to review, tailor, score, or optimize their resume against a role. Trigger when the user asks "how well do I match," "am I a good fit," "should I apply," or shares a LinkedIn job posting, job board listing, or recruiter message containing a role description. Do NOT trigger for general career advice, salary research, or interview prep questions that do not include a specific job posting. This skill scores the user's fit against the role, selects the right resume version, and delivers a tailored resume ready to submit. The user has two resume versions on file. The skill selects and tailors the right one automatically based on the job posting.
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modest-curator478 Skill Competitive IntelligenceAUTO-TRIGGER: Apply this skill when the user mentions a company they are interviewing with, preparing for an interview at, or researching for a job application. Trigger phrases include: "I have an interview at," "I'm interviewing with," "tell me about [company]," "research [company] for me," "what do I need to know about [company]," or any request to prepare for a specific company meeting or interview. Also trigger when the user shares a company name alongside a job title, job posting, or recruiter name -- these signals indicate interview prep. Do NOT trigger for general industry research, trend analysis, or news requests that are not tied to a specific company and interview.
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 autoresearch, ralph-specum-research, update-knowledge-base. 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.