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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gabrielmoreira Skill Flow SpecNLSpec authoring — use when you need a structured specification from multi-AI research and consensus
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gabrielmoreira Skill ResearchInternal skill. Synthesis guidance loaded via SKILL_HINTS by planner and bug-investigator when research files are available.
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gabrielmoreira Skill Pubmed Search 2Search PubMed biomedical literature with natural language queries powered by Valyu semantic search. Full-text access, integrate into your AI projects.
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gabrielmoreira Skill Wiki QueryAnswer an explicitly vault-scoped question from an Obsidian wiki without changing it. Use when the user selects the vault as the evidence source: query the wiki, query quick, query deep, explain from the wiki, summarize the vault, find in wiki, search the wiki, or based on the wiki. Do not route ordinary general-knowledge questions here.
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gabrielmoreira Skill Flow Define 2Multi-AI requirements scoping using available external providers (Double Diamond Define phase). Priority triggers: octo define, octo scope, co-define, co-scope. DO NOT use for implementation, research, review/validation, or built-in commands.
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gabrielmoreira Skill Alphagbm Company ProfileBuild and maintain company research profiles on AlphaGBM — auto-generated from fundamentals, PE/PB Band history, financial red flags, and event radar. Each profile is one user+ticker record that the system refreshes on schedule. Use when: creating a watchlist of companies to track, pulling up a saved research file, refreshing a profile's market data, or checking PE/PB bands. Triggers on: "add AAPL to my knowledge base", "show my profile for NVDA", "refresh my TSLA profile", "list my tracked companies", "PE band for META", "what's in my research brain", "创建公司档案", "我的投研档案".
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gabrielmoreira Skill Last30daysRecent community and social trend research over the last 30 days. Use when the brief asks what people are saying now, recent sentiment, community reactions, social proof, launch reaction, trend scan, or last-30-days context.
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gabrielmoreira Skill X Research 3X/Twitter public sentiment research for recent market, company, product, or community discourse. Use when the brief asks what people are saying on X, Twitter sentiment, CT sentiment, public opinion, expert posts, or social reaction around a stock, sector, company, product, or market event.
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gabrielmoreira Bundle Autoresearch 4Run a bounded, source-grounded research loop, draft a cited dossier, and optionally propose a separately reviewed canonical vault merge. Use when the user wants autonomous or deep research that may access the public web. Triggers: /autoresearch, autoresearch, research this topic, deep dive into, investigate, find everything about, research and file, go research, build a wiki on.
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gabrielmoreira Skill Knowledge WikiManage the personal knowledge wiki. Use when the user shares articles, documents, or asks to organize knowledge; when a conversation produces insights worth preserving as structured knowledge; or when the user asks about the knowledge base.
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gabrielmoreira Skill Scientific WritingCore skill for the deep research and writing tool. Write scientific manuscripts in full paragraphs (never bullet points). Use two-stage process with (1) section outlines with key points using research-lookup then (2) convert to flowing prose. IMRAD structure, citations (APA/AMA/Vancouver), figures/tables, reporting guidelines (CONSORT/STROBE/PRISMA), for research papers and journal submissions.
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gabrielmoreira Skill Science CommunicationScience Communication — Making Research Accessible
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gabrielmoreira Skill Research 2Current external research using available web tools, primary sources where possible, links/citations, date awareness, synthesis, and unresolved uncertainty.
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gabrielmoreira Bundle Planning With FilesUse this by default for non-trivial multi-step work that needs persistent planning, progress tracking, or durable notes on disk. Trigger when a task will likely span multiple tool calls, research steps, verification loops, or enough context that the plan should not live only in transient chat memory.
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gabrielmoreira Skill Deep DiveClaude-native deep research using DAG-based query planning, parallel subagent execution, and gap-driven iteration. No external API needed.
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gabrielmoreira Skill Deep Research 5Orchestrate multi-phase deep research with web search, memory retrieval, pattern matching, and synthesis into structured findings
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gabrielmoreira Skill Octopus ResearchThorough research across multiple sources — use for complex topics needing broad synthesis
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gabrielmoreira Skill Summarize MeetingSummarize a meeting transcript into structured notes with date, participants, topic, key decisions, summary points, and action items. Use when processing meeting recordings, creating meeting notes, writing meeting minutes, or recapping discussions.
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gabrielmoreira Skill Academic Literature SearchAcademic Literature Search — 学术文献检索与引用管理
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gabrielmoreira Bundle Video WatcherFetch and read transcripts from YouTube and Bilibili videos. Use when you need to summarize a video, answer questions about its content, or extract information from it.
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gabrielmoreira Skill Research 3联网信息检索与趋势调研(优先产出可引用结论,而非原始片段堆砌)。
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gabrielmoreira Skill Arxiv 4Search and retrieve academic papers from arXiv using their free REST API. No API key needed. Search by keyword, author, category, or ID. Combine with web_extract or the ocr-and-documents skill to read full paper content.
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gabrielmoreira Skill Kami DeckA lab-meeting deck on gut-microbiome links to sleep quality — the design, the results, the caveats, and the next experiment. Built as a decision-grade academic research deck for lab group, PI.
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gabrielmoreira Skill Skill Knowledge WorkSwitch to Knowledge Work mode for research and writing — use when task is non-code focused
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gabrielmoreira Skill Last30days 3Recent community and social trend research over the last 30 days. Use when the brief asks what people are saying now, recent sentiment, community reactions, social proof, launch reaction, trend scan, or last-30-days context.
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gabrielmoreira Skill Probe 2Optional scientific instrumentation for measuring Autonomous Reasoning Fidelity (ARF). Construct a controlled novelty probe that distinguishes genuine situated reasoning from pattern-matching against a checklist. Not required by Destination, Orient, Improve, Intent, or Trail, and not part of normal development use. USE WHEN: conducting ARF research, testing reasoning quality experimentally, novelty injection, ARF measurement.
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gabrielmoreira Bundle Gemini Interactions APIUse this skill when writing code that calls the Gemini API for text generation, multi-turn chat, multimodal understanding, image generation, video generation, streaming responses, background research tasks, function calling, structured output, or migrating from the old generateContent API. This skill covers the Interactions API, the recommended way to use Gemini models and agents in Python and TypeScript.
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gabrielmoreira Skill Market Research执行市场研究(market research)、竞争分析、投资者尽职调查和行业情报,提供来源引用及面向决策的摘要。当用户需要市场规模估算、竞品对比、基金研究、技术扫描或为业务决策提供支持的研究时,请使用此技能。
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gabrielmoreira Bundle Academic Literature Search 2学术文献检索技能
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gabrielmoreira Skill Status 10Display the current state of the FPF knowledge base
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gabrielmoreira Skill Openloomi Memoryopenloomi Memory tools - search and manage the holistic context (people, projects, decisions, knowledge base, chat insights). Triggers: memory search, knowledge base, search documents, list insights, who is John, what did we decide about X, tiered memory, knowledge graph, people/projects/decisions, search-all, conversation memory
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gabrielmoreira Skill Openloomi Memory 2openloomi Memory tools - search and manage the holistic context (people, projects, decisions, knowledge base, chat insights). Triggers: memory search, knowledge base, search documents, list insights, who is John, what did we decide about X, tiered memory, knowledge graph, people/projects/decisions, search-all, conversation memory
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gabrielmoreira Skill Summarize 2Summarize or extract text/transcripts from URLs, podcasts, and local files (great fallback for “transcribe this YouTube/video”).
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gabrielmoreira Skill BiopythonPrimary retained Python toolkit for molecular biology sequence work. Preferred for sequence manipulation, FASTA/FASTQ/GenBank parsing, Bio.Entrez, BLAST workflows, alignments, structures, and phylogenetics. For biological database evidence lookup, use bio-database-evidence. For single-cell workflows use scanpy. For direct literature REST API, use pubmed-database.
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gabrielmoreira Skill Web Search 4최신 정보·기초자료·공식 근거가 필요한 질문을 검색하고 canonical 원문으로 검증해 결론부터 요약합니다. 단순 사실은 바로 답하고, 복합 조사는 Research Brief와 Fact Ledger로 구조화합니다. 공개 검색 결과 페이지를 scraping하지 않습니다. WHEN: 최신 정보 검색, 실시간 검색, Google 검색, web search, 기초자료 조사, 자료 검색/수집, 고객/기업 조사, 시장 규모, 산업 리서치, 최신 뉴스, 릴리스 노트, changelog, 최신 버전, 현재 가격, 현재 상태, 공식 발표, 최신 문서, 규제·컴플라이언스 조사. NOT WHEN: 사용자가 제공한 정적 문서만 요약하거나 최신성·외부 근거가 필요 없는 창작·코딩 작업.
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gabrielmoreira Skill Consult CodexDual-AI code analysis pairing OpenAI Codex with Claude code-searcher — the lightest consult variant, two citation-verified perspectives. Use for a quick second opinion on a code question.
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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 flow-spec, research, pubmed-search. 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.