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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sandbaseai-sandbase-skills Bundle Last30days ResearchResearch any topic across the last 30 days using Reddit, Twitter, YouTube, Hacker News, web search, and news sources through SandBase. Use when asked for recent trends, launch reactions, competitor activity, person/company profiles, or current event analysis.
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sandbaseai-sandbase-skills Bundle Google News ResearchSearch and monitor news articles across Google News through SandBase. Use when asked for news monitoring, current events research, news coverage analysis, or media tracking.
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sandbaseai-sandbase-skills Bundle Twitter IntelligenceSearch tweets, analyze trends, monitor users, and gather social intelligence from Twitter/X through SandBase. Use when asked for Twitter research, social listening, trend analysis, influencer monitoring, sentiment tracking, or competitor social intelligence.
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aradotso-marketing-skills Skill Marketingdashboard Financial CockpitReal-time financial market research dashboard aggregating CN/HK/US indices, commodities, treasury yields, sector flows, news, and AI token usage
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notque Bundle Fact CheckVerify factual claims against sources before publish.
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notque Bundle Data AnalysisDecision-first data analysis with statistical rigor gates.
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notque Bundle News CollectionCollect, filter, and freshness-qualify news items.
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notque Bundle Video TranscriptExtract video transcripts: yt-dlp subtitles to clean paragraphs.
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oaustegard Bundle IteratingMulti-conversation methodology for iterative stateful work with context accumulation. Use when users request work that spans multiple sessions (research, debugging, refactoring, feature development), need to build on past progress, explicitly mention iterative work, work logs, project knowledge, or cross-conversation learning.
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notque Bundle Codebase OverviewSystematic codebase exploration and architecture mapping.
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notque Bundle Architecture DeepeningImprove architecture across modules by deepening interfaces.
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notque Bundle Multi Persona CritiqueCritique a written proposal or design artifact via 5 philosophical personas in parallel, with consensus synthesis.
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oaustegard Bundle Parsing VideoInterpret video content visually by sampling frames into timestamped contact sheets that can be read as images. Use when: user asks what happens in a video; asks to summarize, describe, review, or QA video content or footage; asks about scenes, actions, people, or objects in a video; needs a storyboard-style overview of a clip; asks to find where something occurs in a video. Triggers on 'watch this video', 'what's in this video', 'summarize the video', 'describe the footage', 'contact sheet', 'storyboard', 'review this clip', 'find the scene where', 'scene detection', 'shot boundaries', 'detect cuts', 'dwell points'. For converting, trimming, or transcoding video, use processing-video instead.
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oaustegard Bundle Browsing BlueskyBrowse Bluesky content via API and firehose - search posts, fetch user activity, sample trending topics, read feeds and lists, analyze and categorize accounts. Supports authenticated access for personalized feeds. Use for Bluesky research, user monitoring, trend analysis, feed reading, firehose sampling, account categorization.
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oaustegard Bundle Updating KnowledgeSystematic research methodology for building comprehensive, current knowledge on any topic. Requires web_search tool. Use when questions require thorough investigation, recent developments post-cutoff, synthesis across multiple sources, or when Claude's knowledge may be outdated or incomplete. Triggered by "Research", "Investigate", "What's current on", "Latest info on", complex queries needing validation, or technical topics with recent changes.
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leonchaox Bundle Qinyan Citation沁言学术文献引用 - 先通过沁言学术OpenAPI检索文献,然后按照GB/T 7714、IEEE、APA、MLA、Chicago、Harvard等标准格式输出引用参考文献。严格遵循学术规范,未获取的信息保留省略号。触发词:文献引用、参考文献、引用格式、citation、reference format、生成引用、引用管理、参考文献格式
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leonchaox Bundle Research ProposalGenerate academic research proposals for PhD applications. Use when user asks to "write a research proposal", "create PhD proposal", "generate research plan", "撰写研究计划", "写博士申请", "doctoral proposal", or mentions specific research topics for PhD application. Supports STEM, humanities, and social sciences with field-specific adaptations. Follows Nature Reviews-style academic writing conventions. Supports both English and Chinese output based on user preference.
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leonchaox Bundle Qinyan Paper Search沁言学术文献检索 - 支持从 Google Scholar、万方(Wanfang)、PubMed、ArXiv 四大学术数据库检索文献。智能选择检索策略:中文优先万方、英文优先Google Scholar、医学类优先PubMed、理工计算机类优先ArXiv。使用沁言学术OpenAPI。触发词:文献检索、论文搜索、搜索论文、查找文献、paper search、find papers、search literature
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dtsong Bundle Research SkillUse this skill when conducting structured technology research — "research these vendors," "do a landscape scan," "compare these technologies," or gathering evidence for consulting engagements. Performs source-orchestrated research with landscape scans, candidate profiling, evidence gathering, and comparative analysis producing findings for downstream assessment. Do NOT use for risk scoring (assessment-skill), engagement scoping (intake-skill), or client deliverables (deliverable-skill).
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leonchaox Bundle Qinyan Topic Analysis沁言学术AI选题分析 - 基于大量文献检索结果,为科研人员提供智能选题建议,包括选题方向、研究价值、研究内容概述、研究难点分析和相关文献推荐。使用沁言学术OpenAPI进行文献检索。触发词:选题分析、选题建议、研究选题、topic analysis、research topic、帮我选题、选题推荐
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clawdsolana Skill SolanaosFull SolanaOS operator skill — install the runtime, query Solana blockchain data via SolanaTracker RPC, manage wallets, run OODA trading loops, configure multi-venue strategies (spot + Hyperliquid + Aster perps), control BitAxe mining fleets, pair Seeker devices, and interact with the SolanaOS Hub. Use when asked about SolanaOS installation, Solana wallet balances, token research, trading strategy, OODA loops, gateway setup, Telegram bot configuration, mining fleet management, or any SolanaOS runtime operation.
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clawdsolana Bundle Deep ResearchConduct thorough, multi-source research with structured reports and source scoring.
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rjmurillo Bundle Memory EnhancementManage memory citations, verify code references, and track confidence scores. Use when adding citations to memories, checking memory health, or verifying code references are still valid. Use when you say "add a citation", "verify this memory's code refs", "check memory health". Do NOT use for searching or creating memories (use memory) or for documentary reports (use memory-documentary).
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ricable Bundle Ruvector ScipixOCR client for scientific documents - extracts LaTeX, MathML, and structured text from equations, papers, and technical diagrams. Use when parsing mathematical equations from images, extracting formulas from research PDFs, or converting scientific figures to structured data.
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clawdsolana Bundle Personal ShopperResearch products, compare options, find deals, and validate purchases.
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clawdsolana Bundle Supplier ResearchResearch, evaluate, and compare suppliers and vendors for B2B procurement
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rjmurillo Bundle AI Agents Docs Of RecordRunbook for this repo's documents of record. Session logs, ADRs, retrospectives, Serena memories, per-issue handoffs, plus the templates, validators, naming rules, and house prose style that bind them. Use when you say `write the session log`, `create an ADR`, `fill the retro`, `save this to memory`, `which document of record`. Do NOT use for authoring skills (use `SkillForge`) or research write-ups (use `ai-agents-research-methodology`).
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rjmurillo Bundle AI Agents Research FrontierThree ranked open research programs for this repo, each with honest current-state evidence, first concrete steps, and a falsifiable milestone. Verified governance (ADR-069, proposed), cross-harness abstraction (ADR-072 proposed, ADR-068 accepted), and the self-improving loop (issue #1345). Use when you say `research frontier`, `open problems`, `what should we research next`. Do NOT use for how to run an experiment here (use `ai-agents-research-methodology`).
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rjmurillo Bundle AI Agents Research MethodologyHow a hunch becomes an accepted result in this repo. Covers the evidence bar, hypothesis-predicts-numbers discipline, and the idea lifecycle from contradiction log through probe, eval baseline, ADR debate, calibrated gate, and post-ship monitoring. Use when you say `how do I prove this idea`, `run the idea lifecycle`, `what is the evidence bar`. Do NOT use for the open research programs (use ai-agents-research-frontier) or probe recipe depth (use ai-agents-empirical-probe-toolkit).
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alexandrbasis Bundle Antigravity CLIRun Google Antigravity CLI (agy) for web-grounded research, cross-AI review, or validation when those capabilities are explicitly needed or another skill delegates to agy. One-shot only; do not select it for an ordinary review without an explicit provider choice.
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waterplanai Skill SpecCore specification workflow engine. Supports CREATE, GATHER/RESEARCH, CONSOLIDATE, SUCCESS_CRITERIA, CONFIRM_SC, PLAN, IMPLEMENT, REVIEW, FIX, TEST, DOCUMENT, SENTINEL, SELF_VALIDATION, and compatibility stages.
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waterplanai Bundle Mux OspecOrchestrates the spec workflow via MUX delegation, combining parallel research-to-deliverable orchestration with spec stage-based execution. Triggers on keywords: mux ospec, ospec
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goldenzero Bundle Collateral Risk SummariesAssess and summarize collateral risk for secured lending decisions including real estate, equipment, inventory, and receivables. Use when evaluating collateral adequacy, preparing collateral risk sections for credit memos, monitoring collateral value deterioration, reviewing appraisals, or assessing liquidation recovery scenarios.
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bananayong Skill Playwright Efficient Web ResearchUse when you need web research or browser interaction with high token efficiency. Prefer Playwright CLI session-based navigation, snapshot refs, and targeted extraction over full-page fetches or verbose DOM dumps.
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waterplanai Skill Ac Workflow SpecCore specification workflow engine. Supports CREATE, GATHER/RESEARCH, CONSOLIDATE, SUCCESS_CRITERIA, CONFIRM_SC, PLAN, IMPLEMENT, REVIEW, FIX, TEST, DOCUMENT, SENTINEL, SELF_VALIDATION, and compatibility stages.
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goldenzero Bundle Capital Adequacy SummariesSummarize capital adequacy positions including CET1, Tier 1, Total Capital ratios, RWA decomposition, leverage ratio, and capital planning. Use when preparing capital reports, explaining ICAAP narratives, analyzing RWA movements, or summarizing capital buffer compliance for ALCO or board reporting.
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 last30days-research, google-news-research, twitter-intelligence. 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.