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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swan-gtm Skill Citation Gap OutreachUse this skill when the sources behind AI answers are known and the brand needs to get into them — "AI keeps citing these directories and the brand is not there," "turn the citation analysis into an outreach plan," "get named where the engines already read." Converts cited-source gaps into a ranked get-listed plan with the right ask per source type and a re-measure loop proving each placement moved answers.
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swan-gtm Bundle AI Personalization PromptsUse this skill when setting up AI-powered personalization, building Clay or lemlist workflows, or automating prospect research — 6 AI personalization prompts (lemlist style) plus 2 email templates: ICP identification, company description, similar product, top 3 problems, subject line, case study reference, and similar company approach.
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internscience Skill Chemical Patent AnalysisChemical Patent & Novelty Analysis - Analyze chemical novelty: PubChem substructure CAS search, ChEMBL similarity search, compound synonyms, and literature. Use this skill for patent chemistry tasks involving get substructure cas get similarity by smiles get compound synonyms by name search literature. Combines 4 tools from 3 SCP server(s).
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internscience Bundle Nsfc Research Content Writer当用户明确要求"写/改研究内容""研究内容+创新+年度计划编排"时使用。为 NSFC 正文"(二)研究内容"写作/重构,并同步编排"特色与创新"和"三年年度研究计划",输出可直接落到 LaTeX 模板的三个 extraTex 文件。
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internscience Bundle Daily Paper Push WritingA research/push notification writing guide. Use this skill with high priority when users ask you to perform tasks like daily paper push.
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internscience Bundle Nsfc Research Foundation Writer当用户明确要求"写/改研究基础""研究基础+工作条件+风险应对编排"时使用。为 NSFC 正文"(三)研究基础"写作/重构,并同步编排"工作条件"和"研究风险应对",用证据链证明项目可行、资源条件对位研究内容、风险预案可执行。
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internscience Bundle Daily Paper Push Writing Wo ImageA research/push notification writing guide. Use this skill with high priority when users ask you to perform tasks like daily paper push.
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xjli360 Bundle Sealeap Xiezhi Amazon Cross Category Attribute Keyword ReseaUse material, feature, audience, occasion, style, and scenario keywords to discover Amazon opportunities across categories. Use when category-first filters are too narrow or the team wants to reuse a supply capability across multiple demand contexts.
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dragoon0x Skill User Persona CraftBuilding useful personas, research-backed archetypes, and avoiding persona theater.
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dragoon0x Skill Survey Research DesignSurvey question design, research form patterns, and feedback collection interfaces.
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clowlove Bundle ResearchML research frameworks for building and optimizing AI systems with declarative programming.
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clowlove Bundle Note TakingNote taking skills, to save information, assist with research, and collab on multi-session planning and information sharing.
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clowlove Bundle Keyword ResearchKeyword Research
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bromso Skill Regulation ResearchResearch a specific regulation's requirements, deadlines, and enforcement
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robsonkades Bundle Feature Feasibility ExperimentDesigning and evaluating the smallest PoC or experiment that resolves one decision-relevant uncertainty in a Product Feature or Tech Feature. Use when feasibility, compatibility, capacity, integration behavior, or a risky technical premise cannot be established from existing evidence and a bounded experiment can decide the next step. Does not produce production implementation, replace an ADR, or run broad exploratory research without a decision and threshold.
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bg-szy Bundle Nature PolishingPolish, restructure, or translate academic prose into concise Nature-leaning English while preserving facts, evidence boundaries, terminology, and citation intent. Use for manuscript paragraphs, abstracts, introductions, Results, discussions, conclusions, titles, Methods, Chinese drafts, proofreading, language editing, and general academic or scientific writing. Also use to shorten bloated Results, allocate evidence across main text, captions, and Supplementary Information, prevent reviewer-driven revision accretion, reduce repeated statistics or claims, and apply paragraph-necessity checks. Covers LaTeX layout or typesetting fixes such as sparse pages, stranded headings, oversized or split figures, float errors, multi-panel arrangement, and sparse Supplementary Information via references/latex-layout.md. Trigger on 学术写作、科研写作、论文润色、SCI写作、英文论文润色、语言润色、润色、改写、学术英语、排版.
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bromso Skill DefineSynthesize research findings into a clear problem statement and research plan
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bromso Skill DesignGenerate and evaluate multiple solution concepts for the defined problem
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bromso Skill DeliverValidate the top solution and produce actionable recommendations with evidence
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bromso Skill DiscoverResearch the market, audience, and competitive landscape for brand development
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bromso Skill Legal ResearchResearch a specific legal question with jurisdiction context
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gaelic-ghost Bundle Macos Development Vm WorkflowPrepare and reset clean macOS development guests on Apple silicon. Use for restore-image compatibility, VM identity, installation, resources, OS-version testing, signing, privacy, and disposable macOS research guests.
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gaelic-ghost Bundle Prepare Isolated Analysis LabPrepare a verified disposable Linux or macOS analysis lab from an approved isolation decision. Use before active research to control host integration, networking, baseline, monitoring, evidence export, reset, and teardown.
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gaelic-ghost Bundle Select Analysis PathChoose the smallest useful reverse-engineering workflow from an artifact's format, runtime, platform, available evidence, and research question. Use when Codex must decide between metadata inspection, static analysis, decompilation, disassembly, symbol or crash correlation, resource inspection, dynamic analysis, version comparison, or a tool-specific workflow for binaries, bundles, assemblies, firmware, or generated analysis output.
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gaelic-ghost Bundle Review Decompiler OutputReview generated pseudocode or disassembly without presenting it as original source. Use when Codex must interpret, compare, annotate, validate, or summarize output from Cutter, Rizin, Malimite, Ghidra, Hopper, ILSpy, or another decompiler or disassembler; assess recovered types and control flow; track analyst renames; or reconcile disagreements between generated output and binary or runtime evidence.
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gaelic-ghost Bundle Preserve Binary ArtifactsCreate preservation-grade inventories and immutable working practices for compiled artifacts and reverse-engineering research. Use when Codex must preserve binaries, app bundles, firmware, archives, symbols, crash logs, decompiler projects, historical software, research evidence, or FOSS analysis materials while recording provenance, hashes, identifiers, transformations, generated outputs, and redistribution status separately.
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gaelic-ghost Bundle Research Apple Kernel Boot And FirmwareInventory and correlate exact-build Apple kernel, kernel collection, KDK, panic, boot-chain, device-tree, IPSW, restore-image, LocalPolicy, SSV, AuxKC, personalization, and firmware artifacts. Use when Codex must compare public XNU or dyld source with shipping binaries, match KDK symbols and UUIDs, distinguish Mac restore from iPhone or iPad firmware, map Apple Silicon boot evidence, or preserve coprocessor and firmware payload metadata without assuming undocumented payload behavior.
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knuckles-team Skill Content Draft WriterWrite a complete first draft from an approved outline, source packet, audience, and voice constraints while preserving claim-to-source traceability. Use when the structure and evidence are settled and a user needs prose ready for editorial review. Do not use for source research, substantive fact verification, final copy editing, or publication.
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knuckles-team Bundle Paper ScanParallel execution workflow for paper scan using the Unified Parallel Engine
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knuckles-team Bundle Legal ComplianceReview legal and regulatory compliance: research applicable regulations, analyze contracts and policies, and check compliance. Use for legal compliance and regulatory review tasks.
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knuckles-team Skill Content Outline BuilderTurn an approved content brief and source packet into a structured, evidence-aware outline with a thesis, section purposes, claim placement, and source mapping. Use when a user has a topic, audience, objective, and research but needs the argument organized before drafting. Do not use to research sources, write the full draft, or publish content.
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knuckles-team Bundle Second Brain SyncTurns a personal or team document corpus — notes, PDFs, git repos, and web pages/bookmarks — into a queryable epistemic second brain: ingests every source into the Knowledge Graph with full provenance, extracts atomic (subject)-[predicate]->(object) facts and typed entities/claims carrying evidence spans + confidence, runs contradiction/gap/synergy analysis against what is already known, then lets you query the result back through the epistemic surfaces (calibrated confidence, citations, justification tree, belief status). Use when the user says "build my second brain", "sync my notes/Obsidian vault into the KG", "ingest my personal knowledge base with provenance", "assimilate these PDFs/repos into the graph", or asks "what do I know about X and why do I believe it".
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knuckles-team Bundle Blog Post GeneratorResearch, outline, draft, verify, edit, and preflight a sourced blog post by composing the catalog's atomic research and content skills. Use when a user has supplied a topic, audience, objective, channel constraints, and publication requirements and wants a review-ready post; this workflow never publishes it.
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knuckles-team Bundle AI Research SurveyComprehensive AI research survey combining paper search with data science capabilities for analysis.
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knuckles-team Bundle Newsletter AutomationResearch, outline, draft, verify, and edit a sourced newsletter issue, then run a final readiness check. Use when a user has supplied a topic, audience, and publication requirements and wants a review-ready issue; this workflow never sends or schedules it.
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knuckles-team Bundle X Posts To Kg IngestionSearch X (formerly Twitter) posts and ingest content into the Knowledge Graph with automatic classification, tiered memory, and self-evolution awareness. Uses the xAI Responses API (grok-4.3) for search, the UniversalKnowledgeClassifier for scoring, and XIngestionBridge for structured KG persistence. Supports tweets, threads, and X Articles (long-form content). Triggers on "search X", "ingest X posts", "browse X", "x to kg", "x research", "social media ingestion".
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 citation-gap-outreach, ai-personalization-prompts, chemical_patent_analysis. 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.