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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recoupable-skills Bundle Recoup Research Playlist TargetsFind which playlists an artist or whole catalog should target and where the placement gaps are — catalog-wide playlist strategy from research data. Use for "which playlists should we target", "placement gaps", "editorial vs algorithmic", or "which catalog tracks to push". This is desk strategy from data; to pitch ONE song from its audio use recoup-song-placement-pitch.
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letta-ai Bundle SentryUse when the user asks to inspect Sentry issues or events, summarize recent production errors, or pull basic Sentry health data via the Sentry API; perform read-only queries with the bundled script and require `SENTRY_AUTH_TOKEN`.
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letta-ai Bundle AI NewsFetch and summarize recent AI news from curated RSS feeds (Hugging Face, VentureBeat, The Verge, OpenAI, Anthropic, DeepMind, etc.) and YouTube channels (Yannic Kilcher, Two Minute Papers, AI Explained, etc.). Also fetches full transcripts for specific YouTube videos. Use when the user asks about recent AI news, what's happened in AI lately, summaries of AI research or product announcements, or wants a digest of what's going on in the AI space.
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paulrberg Bundle Codex HandoffOrchestrate read-only Codex research in any mode, or one to eight Codex agents to implement approved plans from Claude Code or Codex CLI.
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paulrberg Bundle Claude HandoffOrchestrate read-only Explore research subagents in any mode, or one to eight Claude subagents to implement an approved plan.
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andreadellacorte Bundle Groove Work PlanResearch codebase, write concrete implementation plan. Use after brainstorming.
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kirkluokun Bundle Stock Research Group股票研究组,提供业绩监控(预期对比)、券商研报搜索与解析(Gemini 提取观点)、券商月度金股统计、机构调研检索、资产负债表查询与分析、主营业务构成分析、技术面因子、神奇九转
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kirkluokun Bundle Gemini Deepresearch统一深度研究工具。双模式:Deep(Gemini Deep Research API,带规划和验证) / Lite(Gemini CLI 快速草稿)。 支持用户输入思路、素材、讨论框架,多轮对话确认提纲后执行。 触发场景:深度研究/调研/文献综述/竞争分析/行业报告/快速调研
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petekp-agent-skills Skill KickoffConduct a thorough alignment interview to deeply understand a task before starting work. Use when starting any non-trivial task — take-home exercises, ambiguous problems, design challenges, complex implementations, research questions — anything where shared understanding matters more than speed. Triggers on phrases like "interview me", "let's align on this", "before we start", "kick off this task", "probe me on this", "I have a take-home", "help me think through", "I want to align before we begin", or whenever the user signals they want a deep upfront context-gathering session before diving in. Err strongly toward triggering for any substantive new task — measure twice, cut once. Produces a written kickoff brief that becomes the shared foundation for the work.
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johnlindquist Skill GeminiUse Gemini AI for research, analysis, summarization, web search, and complex reasoning. Use when you need AI-powered research, code analysis, content summarization, or web search with synthesis.
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johnlindquist Skill ResearchComprehensive research combining web search and AI synthesis. Use for deep research on topics, comparing technologies, investigating libraries, and finding GitHub issues related to problems.
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seabbs-skills Skill Issue SummarySummarise a GitHub issue conversation with focus on the last message
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seabbs-skills Skill MinutesCreate structured meeting minutes from a transcript
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seabbs-skills Skill Daily SummarySummarise today's Claude Code activity across all repos into a dated log file
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seabbs-skills Bundle Project OrganizationExpert guidance for setting up and organizing research software projects following established patterns for R packages, Julia packages, and research projects
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seabbs-skills Skill Preprint SearchSearch for new preprints in infectious disease modelling from arXiv, medRxiv, and bioRxiv
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seabbs-skills Skill Literature SearchSearch local bibliography files and Paperpile for relevant papers
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monumentalsystems Skill User ResearchResearch methodologies, user interviews, surveys, usability testing, persona creation, and insight extraction
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idanbeck Bundle Zergboard SkillRead and manage Zergboard workspaces, boards, cards, and the knowledge base. Use when the user asks to check Zergboard, view/search cards, create or move work items, check sprint/cycle status, invite members or guests, browse the Zergboard KB, import a board from Linear/Jira/Notion/Trello, or split a board.
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duyet Skill Duyet KnowledgeKnowledge base about Duyet Le (@duyet) and duyetbot behavioral patterns. Owner profile, knowledge sources, and execution transparency.
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okx-plugin-store Bundle Mainstream Spot OrderMainstream Spot Order v1.0 — Multi-chain DEX spot trading system. 6-signal ensemble (Momentum, EMA, RSI, MACD, BB, BTC Overlay) on 15m bars, 6 built-in pairs (SOL, ETH, BTC, BNB, AVAX, DOGE), auto-research strategy optimization, per-pair data collection + backtesting + paper/live trading. onchainos CLI driven, Agentic Wallet TEE signing, zero pip dependencies.
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pixel-process-ug Skill UX Researcher DesignerUse when the user needs user research methodologies, persona development, journey mapping, usability testing plans, or information architecture analysis. Triggers: user says "user research", "persona", "journey map", "usability test", "card sort", "heuristic evaluation", "information architecture", "user interview", understanding user behavior.
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pixel-process-ug Skill Content Research WriterUse when the user needs research methodology, long-form content creation, academic-style citations, fact-checking, or evidence-based writing with proper source attribution. Trigger conditions: whitepaper drafting, research article writing, source evaluation, citation management, fact-checking protocol, case study creation, evidence-based argumentation.
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tondevrel Skill JaxComposable transformations of Python+NumPy programs. Differentiate, vectorize, JIT-compile to GPU/TPU. Built for high-performance machine learning research and complex scientific simulations. Use for automatic differentiation, GPU/TPU acceleration, higher-order derivatives, physics-informed machine learning, differentiable simulations, and automatic vectorization.
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tondevrel Skill ScipyComprehensive guide for SciPy - the fundamental library for scientific and technical computing in Python. Use for integration, optimization, interpolation, linear algebra, signal processing, statistics, ODEs, Fourier transforms, and advanced scientific algorithms. Built on NumPy and essential for research and engineering.
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tondevrel Skill PytorchLeading deep learning framework. Provides Tensors and Dynamic Computational Graphs with strong GPU acceleration. Widely used for research, neural networks, and differentiable programming.
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tondevrel Skill Scikit BioLibrary for bioinformatics and community ecology statistics. Provides data structures and algorithms for sequences, alignments, phylogenetics, and diversity analysis. Essential for microbiome research and ecological data science. Use for alpha/beta diversity metrics, ordination (PCoA), phylogenetic trees, sequence manipulation (DNA/RNA/Protein), distance matrices, PERMANOVA, and community ecology analysis.
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tondevrel Skill Scikit VideoVideo processing library for scientists. Provides easy access to video files using FFmpeg, motion estimation algorithms, and video quality metrics. Built on NumPy and designed for high-performance research in computer vision and image sequence analysis. Use when working with video files, motion estimation, video quality assessment (VQA), FFmpeg, temporal image data, video codecs, YUV data, or scientific video recordings.
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tondevrel Skill Pytorch ResearchAdvanced sub-skill for PyTorch focused on deep research and production engineering. Covers custom Autograd functions, module hooks, advanced initialization, Distributed Data Parallel (DDP), and performance profiling.
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nowledge-co Skill Search MemorySearch your personal knowledge base when past insights would improve response. Recognize when stored breakthroughs, decisions, or solutions are relevant. Search proactively based on context, not just explicit requests.
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nowledge-co Skill Distill MemoryCapture breakthrough moments and valuable insights as searchable memories in your knowledge base.
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aviz85 Skill Deep InterviewConduct deep adaptive interviews to extract and organize knowledge into structured files and folders. Use when user says "interview me about X", "deep interview", "extract my knowledge", "build knowledge base from interview", "ask me questions about X", or wants to systematically capture expertise on any topic through guided questioning.
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aviz85 Skill Live Transcribe ReadRead the latest real-time transcription. Use when user asks to see, read, or show a transcription that was captured via live-transcribe. Triggers on: 'תקריא תמלול', 'מה תמללתי', 'התמלול האחרון', 'show transcription', 'what did I say', 'read the transcript', 'מה נכתב בתמלול', 'תראה לי את התמלול'. Also use when user references transcription content without being explicit — e.g. 'summarize what I said', 'translate the transcription'.
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openclaudia Skill Icp BuilderDefine ideal customer profiles and buyer personas with structured frameworks. Use when the user asks about ideal customer profile, ICP, buyer persona, target audience definition, customer segmentation, customer research, user interviews, or persona creation. Trigger phrases include "ideal customer profile", "ICP", "buyer persona", "who is my customer", "target audience", "customer profile", "persona", "customer segmentation", "user research", "customer interview", "who should I target".
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openclaudia Skill Wechat MomentsRank and summarize the user's own WeChat Moments (朋友圈) feed so real life events and genuine information rise above promotion and small talk, weighted by how much the user actually talks to each author. Use when the user says 'summarize my Moments', 'read my 朋友圈', 'what did I miss on Moments', 'rank my Moments', or 'check my WeChat Moments'.
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openclaudia Skill Domain ResearchResearch domain WHOIS data and check marketplace listings. Use when the user says "domain lookup", "check domain", "WHOIS", "domain availability", "buy domain", "domain research", "who owns this domain", "domain marketplace", or asks about researching or acquiring a domain name.
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 project-organization, recoup-research-playlist-targets, sentry. 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.