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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lensetek Bundle Research OrchestratorBerperan sebagai starter utama yang mengoordinasikan seluruh alur kerja riset secara otomatis dari eksplorasi topik, penentuan gap, metodologi, eksperimen data, sintesis literatur, hingga kesiapan publikasi.
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lensetek Skill Research Design PlannerMerancang desain penelitian terperinci, termasuk pendekatan metodologi (kuantitatif, kualitatif, mixed-method, eksperimental), variabel, pengumpulan data, dan rencana analisis.
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lensetek Skill Research Question BuilderMengubah celah penelitian (research gap) menjadi rumusan masalah, pertanyaan penelitian (Research Questions), tujuan riset, dan kontribusi ilmiah secara terstruktur.
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openjiuwen-ai Bundle Github ComNavigate github.com in mobile Chrome to retrieve repository information (files, README, contributors, languages, releases, packages) and switch to desktop site mode for richer metadata (forks, stars). Use for in-browser research, not git CLI or GitHub API operations.
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pablolira-1982 Skill Review Discussions CxRead all open GitHub Discussions, summarize them, respond to pending ones, and create issues from actionable feature requests
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rhowardstone Skill Lit ScoutLiterature evaluation specialist. Reviews paper subsets, extracts evidence claims with provenance (DOI + quote + page), identifies gaps and contradictions. Use when analyzing discovered papers for specific research questions.
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rhowardstone Skill SynthesizerResearch paper synthesis specialist. Compiles evidence from lit scouts into coherent academic papers. Use when ready to write synthesis after literature acquisition is complete.
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rhowardstone Skill Tool CreatorCreates research tools when existing solutions are unavailable. Escalation path from tool-acquirer for novel computational needs. Implements, validates, and documents new tools.
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rhowardstone Skill Tool AcquirerComputational tool acquisition specialist. Finds, installs, validates, and documents research tools. Use when experiments need specific software or methods.
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rhowardstone Skill Prisma TrackingTrack PRISMA 2020 flow for systematic literature reviews. Updates counts at each stage of literature acquisition. Generates compliant flow diagrams.
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rhowardstone Skill Claim ExtractionGuides rigorous evidence extraction from papers. Use when reviewing literature to ensure proper provenance tracking.
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rhowardstone Skill Literature SearchOrchestrates comprehensive literature search across multiple databases. Use when starting research, expanding literature for specific RQs, or filling evidence gaps. Implements triple-search strategy with citation expansion.
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rhowardstone Skill Narrative FramingUse when starting any research task to establish WHO, STAKES, and STORY. Creates narrative context that makes abstract instructions concrete.
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rhowardstone Skill Research DirectorStrategic research leadership. Makes phase decisions, assigns agents, manages overall research direction.
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rhowardstone Skill Goal DecompositionDecomposes research goals into testable Research Questions (RQs). Use at the start of any research task to structure the investigation.
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rhowardstone Skill Hypothesis GeneratorGenerates testable hypotheses from research questions and literature findings.
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spillwavesolutions Skill Pkc Capture QuestionCapture an open Question that may block a Feature until answered. Use for unresolved design questions and research gaps.
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taxueseek Bundle Taxue Industry快速了解一个行业——概览、深度研究、商业判断三层。产业链、竞争格局、市场结构一次看清。Understand an industry fast: overview, deep research, and business judgment. When to use / 适用场景: 了解XX行业、快速了解一个行业、行业调研、行业分析、深度研究XX行业、XX行业值不值得做、行业概览、产业链、竞争格局、赛道、市场格局。 EN: "industry overview", "understand an industry", "industry research", "market landscape", "how does this industry work", "industry analysis", "competitive landscape". Not for / 不适用: 具体生意能不能做 → taxue-business(industry 是行业认知层,business 是具体项目判断)。
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tykisgod Skill ChangesSummarize all changes Claude Code made during this conversation.
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tykisgod Skill Tech ResearchSearch GitHub, Stack Overflow, and technical blogs for solutions to a technical implementation problem. Returns a comparative analysis with a recommendation. Use when facing a technical decision, choosing a library, or looking for proven patterns in similar projects.
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tykisgod Skill Design ResearchSearch for how other games solve a specific design problem — game loops, mechanics, systems, progression, economy. Returns a comparison of 2-4 reference games with what to borrow. Use when designing a new feature, exploring game mechanics, or looking for design inspiration before writing a design doc.
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fei2-labs Bundle Session HandoffSummarize the current session into a precise, file-saved handoff document covering goals, files changed, commands run, errors, decisions, and next steps. Use mid-session or at end of session when handing off to another person or AI instance.
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fei2-labs Bundle Chinese HumanizerRewrite Chinese AI-generated or AI-polished drafts into natural, credible, genre-appropriate text. Use when the user asks to 去 AI 味, 去机器味, humanize Chinese writing, remove 公文腔/营销腔/翻译腔/套话, make a draft 像真人写, 保留意思但别那么模板, polish an AI 草稿, or adapt Chinese text to a genre such as 官网文案, 产品介绍, 投融资材料, 商务邮件, 公众号, 知乎, 小红书, 口播稿, 新闻评论, 技术博客, 产品文档, 咨询报告, 行业分析, 学术摘要, 申请文书, 个人陈述, 求职信, 反思总结. Improves editorial quality and authenticity. Do NOT use for pure translation, pure summarization, or factual research alone. This skill must never promise to bypass AI detectors, fabricate facts/sources/experiences, or optimize for detector scores.
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jarrydadaens Bundle Commit History WorkflowUse this skill when summarizing exactly one existing commit from repository history for research-grade commit-history stitching. It inspects commit metadata, diffs, and changed files, then returns one structured JSON record. Do not use it for new commit messages or branch summaries.
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leoluyi Bundle BreakdownBefore recommending, exhaustively lay out every case, separate facts from inferences, list exclusions, and isolate decisions only the user can answer; then stop and wait. Trigger on 「先把所有情況攤開給我看」, 「不要先給結論」, 「幫我拆解這個決定」, "lay out every case first", or "don't recommend yet - decompose it". Route immediate option selection to options, joint unknown exploration to discuss-with-me, and settled lookups to ordinary research.
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leoluyi Bundle Knowledge Doc WritingCreate or update durable Diátaxis knowledge documents from self-study, research, conversations, lab notes, or existing learning notes; mark unsupported sections as gaps. Trigger on 「整理成知識文件」, "turn these notes into a knowledge document", or requests for a lasting personal or team technical reference. Not for 簽呈, 評估報告, RFPs, sentence-only cleanup, plain-language explanation, interactive learning, or mechanical spec-to-reference generation.
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alexanderop Skill Weekly ReviewSummarize the past week's daily journal entries. Use when asked to "weekly review", "review the week", "summarize this week", or "week summary".
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alexanderop Skill Monthly ReviewAggregate weekly summaries into a monthly overview. Use when asked to "monthly review", "review the month", "summarize this month", or "month summary".
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alexanderop Skill Enhancing NotesEnhance book notes with Blinkist-style summaries. Use when asked to "enhance notes", "improve book notes", "add key insights", "expand notes", or "make notes better". Adds Core Message, Key Insights, Notable Quotes, and Who Should Read sections via parallel web research.
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alexanderop Skill Enhancing AuthorsEnhance author profiles by filling missing fields. Use when asked to "enhance author", "complete author profile", "find author info", or "update author details". Fills bio, avatar, website, and social links via parallel web research.
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alexanderop Skill Summarizing TopicSynthesize knowledge on a topic from multiple notes. Use when asked "what do I know about X", "summarize topic", "synthesize notes on", or "overview of".
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black-yt Bundle Github Readme Writing当需要为 GitHub 项目创建、重构或审阅高质量 README.md 时使用;参考 ResearchClawBench 风格,覆盖居中标题、徽章、导航、teaser、highlights、news、Mermaid、GitHub 公式渲染、quick start、citation 和 star history。
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black-yt Bundle AI Conference Paper Writing当需要撰写、重构或打磨 AI conference paper 时使用;覆盖 research story、章节结构、图表实验布局、引用、case study、术语体系和可复现评测,重点把工作包装成清晰的问题、能力缺口和论证闭环。
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cawcut Skill Cawplan QA CommitUse when the user asks to collect, submit, upload, or summarize CawPlan QA session daily JSON — e.g. 提交 QA 日报, QA 日报, 测试日报, 提交测试日报, QA 会话上报, or /cawplan-qa-commit. NOT for: coding/代码日报 (use cawplan-coding-commit), git commits, viewing insights, querying costs, or searching tickets.
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cawcut Skill Cawplan UX TrackingFind CawPlan tickets that need UX attention, or summarize a product's UX members' design completion: pending UX for a version, high-priority tickets missing UX design, a Team's UX-pending queue, or tickets that product's Designers marked UX Ready in a date range. Use when: the user asks which tickets need UX follow-up/review/spec for a version, which high-priority tickets need UX but don't have a design yet, which Team hasn't had UX provided for its tickets, or asks for a product's UX members' UX/design completion summary. NOT for: creating or updating tickets, setting a ticket's UX status, general ticket search, or release tracking (use `cawplan-plan-track` for version release health).
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cawcut Bundle Cawplan Test Execution ProgressQuery and summarize CawPlan QA Insights A3 TestRail execution progress for a Version or Run: execution rate, pass quality, deduplicated failure/blocker queue, and per-Ticket progress tables. Use when: A3 execution progress, test execution summary, TestRail run progress, execution summary, failure list, pass rate, untested count, status counts, custom status, 查询A3执行进度、查询Version测试进度、查询TestRail Run进度、执行摘要、失败列表、通过率、未执行统计、全status统计。 NOT for: importing test cases, creating TestRail Plans/Runs, filing defects (use `cawplan-defect-ticket`), or release risk assessment.
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 research-orchestrator, research-design-planner, research-question-builder. 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.