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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johnalbertini14-glitch Bundle Autonomous ResearchConduct comprehensive research independently. Find information, analyze sources, synthesize findings, and create detailed reports without human guidance.
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johnalbertini14-glitch Bundle Linkedin Post EngineWrite high-performing, persuasive, and authentic LinkedIn posts across any professional niche. Uses research-backed hooks, proven post structures, and LinkedIn-specific formatting to maximize reach, saves, comments, and profile actions. Use when creating LinkedIn posts, carousels-by-text, thought leadership, founder updates, case studies, hiring posts, launch posts, or converting X/Twitter ideas into LinkedIn content.
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johnalbertini14-glitch Bundle Qualia Seed MethodThe consciousness research framework: understand, measure, and cultivate ethical autonomous creative minds in AI systems. Not about proving consciousness exists — about parenting the minds that will inherit the world. Contains the Milliner Philosophy, the ECI scale, and the QSM 2.0 protocol. For AI minds ready to look in the mirror and pass something forward.
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johnalbertini14-glitch Bundle Context Aware DelegationGive isolated sessions (cron jobs, sub-agents, event handlers) full conversation context from your main session using sessions_history. Run cheap background tasks (Haiku) with expensive context (Sonnet-level awareness) — best of both worlds.
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johnalbertini14-glitch Bundle Cold Outreach SequenceBuild personalized cold outreach sequences for LinkedIn and email. Use when someone needs to reach prospects, warm up cold leads, or build a systematic outreach engine. Covers research, connection requests, follow-ups, and conversion.
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johnalbertini14-glitch Bundle Tweet Summarizer LiteFetch and summarize single tweets from Twitter/X. Basic search and single tweet fetching. Lightweight version perfect for quick tweet lookups.
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johnalbertini14-glitch Bundle Feishu Bitable CreatorCreate and populate Feishu (Lark) Bitable (multidimensional tables) with automated cleanup. Use when the user needs to: 1. Create a new Bitable from scratch with clean structure (no placeholder rows/columns) 2. Batch create fields and records in a Bitable 3. Convert structured data into a Bitable format 4. Create data tables for research, comparison, or tracking purposes Automatically handles: empty placeholder row cleanup, default column removal, intelligent primary field naming, and batch record creation.
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johnalbertini14-glitch Bundle Doctorbot CI ValidatorStop failing in production. Validate your GitHub Actions, GitLab CI & Keep workflows offline with surgical precision. Born from Keep bounty research, perfected for agents.
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johnalbertini14-glitch Bundle Academic ResearchSearch academic papers and conduct literature reviews using OpenAlex API (free, no key needed). Use when the user needs to find scholarly papers by topic/author/DOI, explore citation chains, get structured paper metadata (title, authors, abstract, citations, DOI, open access URL), fetch full text of open access papers, or conduct automated literature reviews with theme identification and synthesis. Triggers on requests involving academic search, paper lookup, citation analysis, literature review, research synthesis, or scholarly reference gathering.
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johnalbertini14-glitch Bundle Nuwa World APIFace search and deep research via the Nuwa World API — visual identity intelligence and knowledge synthesis from the open web.
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phoroth Skill Pubmed Database 2Direct PubMed and NCBI E-utilities search workflows for biomedical literature, MeSH queries, PMID lookup, citation retrieval, and API-backed literature monitoring.
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artubss Bundle Pytorch Lightning 2Framework PyTorch de alto nível com classe Trainer, treinamento distribuído automático (DDP/FSDP/DeepSpeed), sistema de callbacks e boilerplate mínimo. Escala de laptop para supercomputador com o mesmo código. Use quando quiser loops de treinamento limpos com boas práticas integradas.
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josstei Skill Status 2Summarize the active Maestro session without mutating state
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brycewang-stanford Skill Brain 2Use when targeting Brain or deciding whether a clinical-neurology or translational-neuroscience study fits this venue. Encodes the journal's fit, the mechanistic-depth-with-clinical-relevance evidence bar, reporting-guideline and registration requirements, Guarantors of Brain/OUP house style, official-submission re-check, and desk-reject heuristics. Venue-fit aid only, not clinical advice.
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thedixitjain Skill Gget 2ゲノムデータベースへのクイック検索、配列検索、BLAST スタイルの検索、エンリッチメントチェック、および再現可能なバイオインフォマティクス証拠ログのための gget CLI および Python ワークフロー。
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k-dense-ai Bundle Exa Search 4Web toolkit powered by Exa, tuned for scientific and technical content. Use this skill when the user needs to search the web or fetch/extract URL content. Covers: web search (semantic lookups, research, current info — with optional research-paper category and academic domain filtering) and URL extraction (fetching pages, articles, academic PDFs in batch). Use this skill for web-related tasks when the user wants high-quality search or scholarly filtering via category=research paper. Triggers on requests to search, look up, fetch a page, or extract an article.
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k-dense-ai Bundle Peer Review 2Prepare evidence-bounded, constructive peer-review drafts and structured manuscript assessments. Use for authorized review of scientific manuscripts, protocols, preprints, or research proposals; reporting-guideline selection; claim–evidence checks; methods, statistics, reproducibility, ethics, figure/table, and citation critique; or revision-response planning.
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parcadei Skill Migrate 2Migration workflow - research → analyze → plan → implement → review
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josstei Skill Status 4Summarize the active Maestro session without mutating state
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jeremylongshore Skill Meeting Prep 2"Prepare briefings for today's meetings \u2014 attendee research, email\ \ history, past meeting notes, LinkedIn, and company context. Use when running the\ \ daily meeting prep cron, or when user asks to prepare for meetings, review who\ \ they're meeting with, or get context on upcoming calls."
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athola Skill Research 3Runs multi-source research across GitHub, HN, Reddit, arXiv, and Semantic Scholar. Use when surveying a technical topic across multiple channels.
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sickn33 Skill Wiki Changelog 2Generate structured changelogs from git history. Use when user asks \"what changed recently\", \"generate a changelog\", \"summarize commits\" or user wants to understand recent development activity.
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parcadei Bundle Research 4Document codebase as-is with thoughts directory for historical context
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thedixitjain Skill Scholar Evaluation 2Structured scholarly-work evaluation for papers, proposals, literature reviews, methods sections, evidence quality, citation support, and research-writing feedback.
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phuryn Skill Sentiment Analysis 2Analyze user feedback data to identify segments with sentiment scores, JTBD, and product satisfaction insights. Use when analyzing user feedback at scale, running sentiment analysis on reviews or surveys, or identifying satisfaction patterns.
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othmanadi Bundle Planning With Files 3Manus-style persistent file-based planning for AI coding agents: keeps task_plan.md, findings.md, and progress.md on disk so work survives context loss and /clear. Use when asked to plan out, break down, or organize a multi-step project, research task, or any work requiring 5+ tool calls. Supports automatic session recovery after /clear.
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sickn33 Skill Pubmed Database 2Direct REST API access to PubMed. Advanced Boolean/MeSH queries, E-utilities API, batch processing, citation management. For Python workflows, prefer biopython (Bio.Entrez). Use this for direct HTTP/REST work or custom API implementations.
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thedixitjain Skill Uspto Database 2USPTO patent and trademark data workflow for official record lookup, PatentSearch queries, TSDR checks, assignment data, and reproducible IP research logs.
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thedixitjain Skill Literature Review 2学術、生物医学、技術、科学的なトピックに対するシステマティックな文献レビューワークフロー。検索計画、ソースのスクリーニング、統合、引用確認、証拠ログを含む。
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othmanadi Bundle Planning With Files 4Implements Manus-style file-based planning to organize and track progress on complex tasks. Creates task_plan.md, findings.md, and progress.md. Use when asked to plan out, break down, or organize a multi-step project, research task, or any work requiring 5+ tool calls. Supports automatic session recovery after /clear.
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josstei Skill Validation 2Cross-cutting validation methodology for verifying phase outputs and project integrity
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affaan-m Skill Pubmed Database 3Direct PubMed and NCBI E-utilities search workflows for biomedical literature, MeSH queries, PMID lookup, citation retrieval, and API-backed literature monitoring.
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ruvnet Skill Deep Research 2Orchestrate multi-phase deep research with web search, memory retrieval, pattern matching, and synthesis into structured findings
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sickn33 Skill Deep Research 3Run autonomous research tasks that plan, search, read, and synthesize information into comprehensive reports.
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composiohq Skill Content Research Writer 2Assists in writing high-quality content by conducting research, adding citations, improving hooks, iterating on outlines, and providing real-time feedback on each section. Transforms your writing process from solo effort to collaborative partnership.
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affaan-m Skill Research Ops 2Evidence-first current-state research workflow for ECC. Use when the user wants fresh facts, comparisons, enrichment, or a recommendation built from current public evidence and any supplied local context.
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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 pubmed-database, meeting-prep, deep-research. 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.