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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cyijun Bundle Industry Etf Research 2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 Evidence 2为A股公司、行业、财报、估值或量化研究建立point-in-time证据包,核对来源、公告可得时点、指标口径与冲突数据。用于任何需要先确认“当时能知道什么、数字从哪里来”的投研任务;不负责直接形成买卖观点。
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cyijun Bundle A Share Earnings Delta 2对A股业绩预告、快报、季报和年报做财报前预期冻结与财报后预期差分析,追踪经营指标、指引、模型修订和论点影响。用于财报预览或复盘;事后数据不得回填为事前一致预期。
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cyijun Bundle A Share Thesis Tracker 2为A股研究对象建立和更新可证伪的研究论点,记录支柱、反证、催化剂、估值锚、证据变化和失效条件。用于首次形成论点、财报后复核或定期回顾;不按分数自动映射买卖或仓位动作。
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cyijun Bundle A Share Factor Validation 2审计A股因子、选股规则和回测是否满足point-in-time、样本外、交易成本、市场机制、统计功效与多重检验要求。用于判断证据是否支持继续研究;不把回测等同于实盘有效,也不执行交易。
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cyijun Bundle A Share Research Red Team 2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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cyijun Bundle A Share Company Underwriting 2对A股上市公司进行商业模式、行业结构、竞争优势、管理层治理与盈利引擎的系统承保式研究。用于个股深研、首次覆盖、护城河或管理层判断;不替代单独的财务取证、估值或量化回测技能。
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dills122 Skill Competitor Analysis 2Analyze competitors with strengths, weaknesses, and differentiation opportunities. Identifies direct competitors and maps the competitive landscape. Use when doing competitive research, preparing a competitive brief, or finding differentiation opportunities.
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dills122 Skill Customer Journey Map 2Create an end-to-end customer journey map with stages, touchpoints, emotions, pain points, and opportunities. Use when mapping the customer experience, identifying friction points, improving onboarding, or visualizing the user journey.
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hive-intel Bundle Hive Nft Research 2Use this skill when the user asks about NFT collections or assets on EVM chains — ownership, metadata, traits, floor prices, sales, rarity, spam/authenticity checks — like "what's the floor on this collection", "who owns this NFT", "is this collection spam". Use it whenever the user needs current NFT evidence rather than a general explanation of NFTs. For Solana-native assets (mints, DAS, compressed NFTs) use hive-solana-analysis.
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hive-intel Bundle Hive Defi Research 2Use this skill when the user asks about DeFi protocol metrics — TVL, fees, revenue, yields, APY, stablecoin supply, bridge volume, or chain-level DeFi totals — or wants protocols compared ("Aave vs Compound", "top protocols by TVL", "best stablecoin yields"). Use it whenever the answer needs current protocol-level numbers. For token prices and venue data use hive-market-research; for a specific pool's depth use hive-dex-pool-analysis.
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hive-intel Bundle Hive Market Research 2Use this skill for any live crypto market question — prices, 24h moves, liquidity, exchange/venue data, OHLC candles, order books, tickers, funding rates, derivatives, trading context — even casual asks like "what's BTC at" or "is ETH pumping". Use it whenever the answer needs current market numbers instead of memory. For on-chain pool depth and DEX trades use hive-dex-pool-analysis; for protocol TVL/fees/yields use hive-defi-research.
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hive-intel Bundle Hive Dex Pool Analysis 2Use this skill when the user asks about a DEX pool or trading pair — liquidity depth, recent swaps/trades, OHLCV candles, trending pools, fee tiers, or token-level DEX flow on a chain — including "how deep is the X/Y pool", "what's trading on Uniswap", or a pasted pair address. For CEX prices, order books, and funding use hive-market-research; for whole-token diligence use hive-token-diligence.
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iamseungpil Skill Paper Digest 2Generate shareable paper summaries for Discord/Slack/Twitter. Use when user provides arxiv paper(s) and wants a digestible summary to share. Triggers on phrases like "논문 요약", "paper summary", "share this paper", "디스코드에 공유", "summarize for sharing". Produces insight-centered single-paragraph summaries that explain WHY research matters, not just WHAT it does.
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iamseungpil Skill Survey Paper 2arxiv 논문을 체계적으로 분석하여 Obsidian 서베이 노트를 생성한다. arxiv 페이지/ID를 입력받아 (1) Paper Digest 스타일 핵심 요약, (2) Iterative Writing 원칙 기반 세부 정리, (3) 플로우 다이어그램 포함 Obsidian 페이지를 생성한다. TRIGGERS: "논문 서베이", "paper survey", "arxiv 정리", "논문 노트", "서베이 페이지", "survey note"
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iamseungpil Bundle Research Debug 2Research-driven debugging workflow that combines web research for similar cases, deep code analysis with task-planner-analyzer, and iterative fixes with modular-code-architect and code-reviewer. Use when encountering training collapse, gibberish generation, or architecture-level bugs where the problem may be documented in research literature. Parallel execution of research and fixes for efficiency.
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iamseungpil Bundle Latex Project Manager 2Structure and manage LaTeX projects with section-based folder organization and Git integration. Two commands: (1) `structure` splits a monolithic .tex file into per-section files with main.tex orchestrator, figures/ directory, and BibTeX refs.bib, (2) `push` initializes git and pushes to GitHub or Overleaf with token-based auth. Supports multi-project layout where main.tex switches between projects via a single command variable. MANDATORY TRIGGERS: latex structure, tex organize, section split, latex git push, overleaf push, latex 정리, tex 구조화, 섹션 분리
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iamseungpil Skill Codex Iterative Solver 2Collaborate with Codex CLI to iteratively analyze, plan, and solve complex coding problems through multiple rounds of expert feedback. Use when analyzing complex codebases with multiple approaches, validating implementation plans, or solving problems that benefit from expert validation.
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iamseungpil Bundle Code Architecture Writer 2Analyze codebases and generate architecture/code explanation documents. Two modes - (1) `/code-architecture-writer diff <base_branch> [output.md]` for change explanation, (2) `/code-architecture-writer flow <entrypoint.py> [output.md]` for execution flow. Explains "why" each file/function exists, not just "what" it does.
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iamseungpil Skill Iterative Academic Writing 2Write academic documents with iterative self-evaluation, fact verification, naturalness check, and refinement. Use when creating research papers, SoPs, abstracts, weekly reports, or any scholarly writing. Applies 19 principles (14 original + 5 naturalness) including fact-based writing with hallucination detection and AI-style sentence filtering. Loops through FactBase→Draft→Evaluate→Plan→Rewrite until Critical issues and hallucinations reach zero (max 5 iterations). Triggers on requests like "write my SoP", "help with paper", "주간 보고서 작성", "논문 작성 도와줘".
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u9401066 Skill Draft Writing 2論文草稿的撰寫、讀取、引用管理。 LOAD THIS SKILL WHEN: 寫草稿、draft、撰寫、Introduction、Methods、Results、Discussion、引用、citation、字數、patch、編輯草稿 CAPABILITIES: draft_action(action="write"|"section"|"read"|"list"|"insert_citation"|"sync_references"|"count_words"|"available_citations"|"patch")
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u9401066 Skill Parallel Search 2Run multiple complementary literature searches and merge results for broad coverage. Triggers include parallel search, 並行搜尋, 廣泛搜尋.
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u9401066 Skill Literature Review 2系統性文獻搜尋、篩選、下載、整理。觸發:文獻回顧、找論文、搜尋文獻、systematic review、literature search、PubMed、找文章、搜paper、review、reference、citation、引用、參考文獻、背景調查、background。
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aadi-labs Bundle Agentmailer Check Email 2Read, search, inspect, summarize, or triage AgentMailer email without sending or deleting messages. Use for inbox and thread review, not outbound delivery.
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koinod Bundle Prospect Research 2Prospect Research
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nuanu-ai Bundle Artifacts 2Store, version, search, link, and deliver files and documents in Nuanu Flow — research outputs, reports, datasets; temp scratch vs committed storage, entity binding, downloads, and exact-version Process review.
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code-yeongyu Bundle Ulw Research 3Runs maximum-saturation research with a cooperating team, claim-graph gating, and a cited, QA'd deliverable. Use when the user explicitly asks for research or a deep investigation, including any 'ulw' research wording.
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code-yeongyu Skill Init Deep 3Initializes a hierarchical AGENTS.md knowledge base for a project. Use when a repo needs its structure, commands, and conventions documented for agents.
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code-yeongyu Skill Init Deep 4Initializes a hierarchical AGENTS.md knowledge base for a project. Use when a repo needs its structure, commands, and conventions documented for agents.
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code-yeongyu Bundle Ulw Research 4Runs maximum-saturation research with a cooperating team, claim-graph gating, and a cited, QA'd deliverable. Use when the user explicitly asks for research or a deep investigation, including any 'ulw' research wording.
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equinor Bundle Fusion Issue Solving 2Handles GitHub issue resolution end-to-end for prompts like "solve #123", "lets solve #123", "work on #123", "work on https://github.com/owner/repo/issues/123", or by pasting a direct GitHub issue URL as the request. USE FOR: solve #123, continue work on issue #123, work on https://github.com/owner/repo/issues/123, paste a GitHub issue URL for implementation work. DO NOT USE FOR: issue drafting only, PR review only, or non-implementation research.
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hoangsonww Skill Read Papers 3Finds the latest research papers on a specific topic, summarizes their core contributions, and explains complex methodology in plain English.
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hoangsonww Skill Summarize Podcast 2Extracts transcripts from podcasts or videos and synthesizes actionable takeaways.
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seemseam Skill Archi Full 2Run or read full-project architecture analysis and summarize structural weaknesses, hotspots, and maintainability risks.
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robinebers Bundle Gmail 2Manage Gmail inbox triage, mailbox search, thread summaries, action extraction, reply drafting, and email forwarding through connected Gmail data. Use when the user wants to inspect a mailbox or thread, search email with Gmail query syntax, summarize messages, extract decisions and follow-ups, prepare replies or forwarded messages, or organize messages with explicit confirmation before send, archive, delete, or label actions.
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robinebers Bundle Notion Meeting Intelligence 2Prepare meeting materials with Notion context and Codex research; use when gathering context, drafting agendas/pre-reads, and tailoring materials to attendees.
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 industry-etf-research, a-share-research-evidence, a-share-earnings-delta. 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.