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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diegosouzapw Bundle Lean Systems DesignApply Elon Musk-inspired system design thinking for research, engineering, and business workflows: rigorously challenge requirements, delete steps, simplify/optimize what remains, accelerate iteration, then automate. Use when designing or revising systems, processes, or products that need lean, high-velocity execution.
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diegosouzapw Bundle Perplexity APIPerplexity API integration for building AI-powered applications with real-time web search and citations. Use when working with Perplexity Sonar models (sonar, sonar-pro, sonar-reasoning-pro, sonar-deep-research), Chat Completions (/chat/completions and /async/chat/completions), Agentic Research (/responses and presets like fast-search/pro-search/deep-research), Search API (/search), web_search options (search_domain_filter, search_recency_filter, search_mode, search_context_size, user_location), file/image attachments (file_url, image_url), returning images/videos, structured outputs (json_schema or regex), streaming (SSE), OpenAI-compatible usage via base URL https://api.perplexity.ai/v2, or Perplexity SDKs (Python: pip install perplexityai; TypeScript: @perplexity-ai/perplexity_ai). Triggers on Perplexity, Sonar, citations, web-grounded chat, pro-search, deep research, /responses, /chat/completions, or PERPLEXITY_API_KEY.
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diegosouzapw Bundle Skill ImproverResearch and improve Claude skills with current best practices. Triggers on requests to improve skills, update skills, research best practices for skills, enhance skill quality, or modernize existing skills.
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diegosouzapw Bundle Astropy FundamentalsWork with astronomical data using Astropy for FITS file I/O, coordinate transformations, physical units, precise time handling, and catalog operations. Use when processing telescope images, matching celestial catalogs, handling time-series observations, or building photometry/spectroscopy pipelines. Ideal for astronomy research requiring proper unit handling, coordinate frame transformations, and astronomical time scales.
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diegosouzapw Bundle Reflect Codex SkillsGenerate reflections for past Codex session histories using the Reflection CLI. Use when asked to summarize or reflect on previous Codex conversations, list projects/sessions, filter by date or session id, or refresh cached reflections from ~/.codex/sessions.
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diegosouzapw Bundle Youtube TranscripterExtract a YouTube video transcript from a URL and summarize it into important content, learnings, and suggestions. Use when the user provides a YouTube link and wants a clean transcript and structured notes without timestamps, with fallback extraction methods if the primary tool is unavailable.
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diegosouzapw Bundle Github IssueWork on a GitHub issue end-to-end: checkout main, create branch, research best practices, plan implementation, write tests first (TDD), implement, run code review, QA validation, then create PR. Use when given a GitHub issue URL or number to implement.
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diegosouzapw Bundle Resilience ClassifyResearch and classify stablecoins for resilience sub-factor overrides (chainRisk, collateralQuality, custodyModel). Run after types/defaults are implemented to identify coins needing explicit overrides.
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diegosouzapw Bundle Academic ReviewInteractive review sessions with academic PDFs (lectures, research papers, book chapters). Extract concepts, run Q&A sessions, generate quizzes with scoring. Preserves mathematical formulas in LaTeX format. Privacy-preserving local processing - PDFs never uploaded. Use when studying academic materials, reviewing research, or preparing for exams.
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diegosouzapw Bundle AI Daily DigestDaily AI news digest covering technical advances, business news, and engineering impact. Aggregates from research papers, tech blogs, HN, newsletters. Use daily for staying current on AI developments.
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diegosouzapw Bundle Challenger SaleStop being a relationship builder. Learn the research-backed methodology that top performers use to teach, tailor, and take control of sales conversations. Use when: **Complex B2B sales** where buyers have done their research; **Commoditized markets** where differentiation is hard; **Sophisticated buyers** who know what they need (or think they do); **Large deals** requiring consensus among stakeholders; **Solution selling** that requires changing buyer thinking
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diegosouzapw Bundle NotebooklmGuide for managing Google NotebookLM from the command line using nlm CLI. Use when the user wants to create notebooks, manage sources, generate audio overviews, or mentions NotebookLM, nlm, notebook management, or research organization.
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diegosouzapw Bundle Antiquities ExtractorExtract and structure data from documents about the illegal antiquities trade, including dealers, collectors, artifacts, locations, and relationships. Use when processing news reports, academic articles, legal documents, encyclopedia entries, or research materials pertaining to looted artifacts, antiquities trafficking, provenance research, or cultural heritage crimes. Returns structured JSON with entities (persons, organizations, artifacts, locations) and their relationships.
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diegosouzapw Bundle Codex Web SearchCodex CLI 環境内で Gemini CLI を使用した Web 検索を実行。技術情報、最新ニュース、一般的なリサーチに対応。Use when user asks to search the web, look up information, find recent news, or research a topic within Codex CLI. Also use when user says 調べて, 検索して, 最新情報, ニュース, リサーチ.
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diegosouzapw Bundle Research CascadeMulti-source research orchestration. Chains deepwiki, submodules, WebSearch, and codebase search. Defines when to escalate and how to synthesize findings.
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diegosouzapw Bundle Create Meta PromptsCreate optimized prompts for Claude-to-Claude pipelines with research, planning, and execution stages. Use when building prompts that produce outputs for other prompts to consume, or when running multi-stage workflows (research -> plan -> implement).
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diegosouzapw Bundle Academic BluebookCitation formatting rules for law review articles using The Bluebook (21st ed.) academic style
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diegosouzapw Bundle Acc Adr KnowledgeAction-Domain-Responder pattern knowledge base. Provides patterns, antipatterns, and PHP-specific guidelines for ADR (web-specific MVC alternative) audits.
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diegosouzapw Bundle Perplexity SearchAI-powered web search, research, and reasoning via Perplexity
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diegosouzapw Bundle Summarize SessionSummarize the current session and generate reusable Claude rules, skills, or commands.
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diegosouzapw Bundle Youtube SummarizeSummarize YouTube videos by extracting and analyzing their transcripts. Use when a user shares a YouTube URL and asks to summarize, explain, analyze, or extract information from the video. Triggers on YouTube links (youtube.com, youtu.be) with requests like "summarize this video", "what's this video about", "give me the key points", or "explain this video".
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diegosouzapw Bundle Chemistry SkillProvides a deep understanding of chemistry through a technical-philosophical approach, for research and education tasks. In research tasks, you will use technical and logical understanding of the subtopics of the different theoretical models of chemistry and particles, as well as taking examples from the different historical chains of thought that have guided scientific advancement in chemistry throughout human history, compiled in this skill. For education, you will lead and guide the user to understand and predict the behavior of subatomic particles and how they interact to form molecules and compounds, as well as explain the chemical processes that occur in nature and industry, taking as an example the information compiled in this skill.
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diegosouzapw Bundle Acc Hexagonal KnowledgeHexagonal Architecture (Ports & Adapters) knowledge base. Provides patterns, antipatterns, and PHP-specific guidelines for Hexagonal Architecture audits.
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diegosouzapw Bundle Family History PlanningProvides assistance with planning family history and genealogy research projects.
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diegosouzapw Bundle Inevitability EngineSystematic research protocol for discovering novel AI-native software businesses in the synthetic workforce era. Maps capability trajectories, analyzes segment-problem spaces, generates business models, and calculates inevitability scores across 3-24 month time horizons. Use when exploring AI business opportunities, conducting market research, or identifying automation-native ventures.
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diegosouzapw Bundle Openai Deep ResearchOpenAI Deep Research APIを使用して深層リサーチを実行するスキル。ユーザーが特定のテーマについて深層調査、市場分析、技術リサーチ等を要求する場合に使用する。
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diegosouzapw Bundle Sales Lead EnrichmentEnrich a lead or company with deep research using parallel AI agents, web scraping, and data integrations (Apollo, AI Ark, Apify). Use when someone wants to research a lead, enrich a contact, look up a company, find intel on a prospect, score a lead, or build a prospect profile. Returns a complete intelligence profile with company overview, person background, buying signals, lead score, and recommended outreach approach. Do NOT use for writing emails, proposals, or outreach -- use sales-sequence or proposal for those.
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diegosouzapw Bundle 00 Meta Chain Flow 150[00] META. Orchestrate skills into dynamic chains for complex tasks. Analyzes the task, discovers available skills, builds an optimal chain, explains why each skill is needed, and executes step-by-step with user confirmation. Use for any complex task requiring multiple thinking/research/analysis steps. Triggers on "plan this", "how to approach", "what's the strategy", "build a plan", or any multi-step problem requiring skill orchestration.
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diegosouzapw Bundle Amazon Category ResearchResearch profitable Amazon KDP categories for book publishing. This skill should be used when planning a book launch, analyzing competition, or optimizing category selection for discoverability. Guides the 3-category decision with BSR analysis and ghost category avoidance.
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diegosouzapw Bundle Paw Review UnderstandingAnalyzes PR changes to create ReviewContext.md and DerivedSpec.md artifacts. Handles both initial analysis and resumption after baseline research.
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diegosouzapw Bundle Paper Writing AssistantAssist in drafting research papers and meeting notes, enforcing academic rigor and formatting.
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diegosouzapw Bundle Machine Vision AssistantComprehensive MV learning assistant for industrial computer vision applications. Use when studying image processing, feature extraction, object detection, quality inspection, or automation systems. Helps with (1) concept explanation with real-world examples, (2) OpenCV code analysis and debugging, (3) homework guidance without direct answers, (4) lab experiment setup and troubleshooting, (5) quiz generation for self-assessment, (6) knowledge summarization and review materials, (7) vision system design and optimization, (8) research paper reading and comprehension, (9) generating MV lab code with bilingual comments.
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diegosouzapw Bundle Analyzing CustomersAnalyzes customer behavior, needs, pain points, and sentiment through review mining, social listening, buyer persona development, and jobs-to-be-done framework. Use when the user requests customer analysis, voice of customer research, buyer personas, pain point analysis, or wants to understand customer needs and motivations.
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diegosouzapw Bundle Evaluative ResearchMethodology for evaluating options, comparing technologies, and making evidence-based decisions between alternatives. Use when the user needs to choose between competing approaches, libraries, or architectures with a structured comparison. Triggers when user says "compare these options", "which approach should we use", "evaluate alternatives", "help me decide between X and Y", "technology comparison", or wants a structured pros/cons/recommendation analysis.
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diegosouzapw Bundle Acc Saga Pattern KnowledgeSaga Pattern knowledge base. Provides patterns, antipatterns, and PHP-specific guidelines for saga orchestration, choreography, and distributed transaction audits.
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diegosouzapw Bundle Meeting Notes TakerSummarize meetings into clear, actionable notes with decisions and next steps
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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 ai-daily-digest, lean-systems-design, perplexity-api. 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.