Research
Research, information gathering, and multi-source synthesis
web-research
by mindmorass
Web search with automatic Qdrant storage for building persistent knowledge
competitive-research
by graemerycyk
"Research competitors using web search, product pages, review sites, and public data. Use when a PM needs competitive intelligence, feature comparisons, or market positioning analysis."
product-discovery
by jforksy
Validate product assumptions through market research, competitive analysis, build vs buy decisions, and technical feasibility before PRD writing
mise-en-place
by SebastiaanWouters
"Create prd.json from an initial spec/idea via interview + web research. Triggers on: mise-en-place:, prep my idea, spec this out."
ceo-assistant
by sacredvoid
Use when working on any startup or business task - idea validation, financial modeling, pitch decks, market research, competitive analysis, fundraising, board updates, OKRs, hiring plans, go-to-market strategy, decision-making, or any CEO/founder operational need
preflight
by rbales79
This skill should be used when the user says "new project", "new idea", "let's ideate", "scope this out", "what do you think about building X", "let's plan", "start planning", "preflight", "forge preflight", "check project status", "list projects", "show projects", "resume ideation", "continue ideation", "pick up where we left off", "advance project", "move to next stage", "run market research on X", "update requirements", "revisit project", "archive project", "show ecosystem", "ecosystem status", "link projects", "related projects", or references any existing project by name in a preflight workspace. Structured AI-assisted ideation that takes raw ideas through market research, adaptive Q&A, risk review, and produces GSD-compatible planning artifacts for any project type — software, hardware, infrastructure, consulting, or content.
buying-signals
by alavida-ai
"Detect B2B buying signals for prospect companies. Analyzes companies across web/news, landing pages, social media and scores them by buying intent (HOT/WARM/COOL/COLD). Use for: prospect scoring, lead qualification, outbound sales research, GTM signal detection. Triggers: buying signals, analyze company, score prospects, buying intent, lead scoring, signal detection, sales intelligence, prospect research, company analysis, outbound signals, GTM signals, warm leads, hot leads"
forge-preflight
by rbales79
Structured AI-assisted ideation that takes raw ideas through market research, adaptive Q&A, risk review, and produces GSD-compatible planning artifacts for any project type.
aico-pm-competitor-analysis
by yellinzero
Research and analyze competitors with STRUCTURED output: feature comparison matrix, strengths/weaknesses analysis, and actionable recommendations. UNIQUE VALUE: Creates standardized competitor analysis document with feature matrix and strategic recommendations. Use this skill when: - User asks "what do competitors do?", "who are our competitors?" - User mentions competitor names or asks for product comparison - User asks for "competitor analysis", "market research", "competitive landscape" - Entering new market, feature area, or evaluating product direction - Need to understand competitive landscape before making product decisions - Writing PRD and need market context or differentiation strategy Output format: Feature comparison matrix + Strengths/Weaknesses + Actionable recommendations
openclaw-workspace-sowork
by cj-wang-sowork
Production-ready OpenClaw workspace template for marketing teams. Includes brand positioning, web research, and content writing skills, plus a full AGENTS/SOUL/TOOLS/USER/IDENTITY/HEARTBEAT/MEMORY workspace system. Battle-tested across 13 markets by SoWork. DeepEval score: 0.940.
librarian
by Lynricsy
Web research agent for documentation, web search, and code search. Use when: querying docs, searching latest tech info, code search via grep.app. 网络研究专家，专注于外部信息检索。
company-research
by fan31415
Multi-source company research tool that generates structured due-diligence reports. Use when the user asks to research, look up, or investigate a company — including questions about shareholders, legal representative, registered capital, equity structure, beneficial owner, funding history, investors, valuation, lawsuits, court judgments, enforcement records, blacklist / dishonest debtor status, administrative penalties, operating anomalies, trademarks, patents, government procurement / bidding, recruitment profile, negative news, competitors, or industry position. Also triggers on: "帮我查一下XX公司", "XX公司背景", "XX的股东是谁", "XX有没有诉讼/被执行/失信", "XX融了多少钱", "XX股权结构", "尽调", "公司调研", "公司背景调查", "is X company reliable", "due diligence on X", "background check on X company".
ux-ui-design
by josavicentevw
UX/UI Design skill for user research, wireframing, prototyping, visual design, interaction design, usability testing, accessibility, design systems, and responsive design. Use when designing user interfaces, conducting user research, creating design systems, evaluating usability, or when user mentions UX, UI, wireframes, prototypes, user flows, or accessibility.
gemini-cli
by Asura-2010
Wield Google's Gemini CLI as a powerful auxiliary tool for code generation, review, analysis, and web research. Use when tasks benefit from a second AI perspective, current web information via Google Search, codebase architecture analysis, or parallel code generation. Also use when user explicitly requests Gemini operations. 需代理的网络环境需配置代理。
playstore-competitor-analysis
by linakis
Research and analyze competitor apps on the Google Play Store. Extracts app metadata (title, description, rating, reviews, category, developer, version, price, installs) and downloads screenshots. Supports analyzing multiple competitor apps for comparison, or searching for top competitors by keyword. Use when user wants to analyze competitors, research Play Store listings, gather competitive intelligence, compare multiple apps, or find top apps in a category. Triggers on Play Store URLs (play.google.com), app package IDs, or requests like "analyze competitor", "research this app", "compare these apps", "top 10 messenger apps", "find competitors for X".
shopify-app-factory
by ratul0
Build production-ready Shopify apps from idea to deployment. Use this skill when the user wants to build a Shopify app, create a Shopify extension, scaffold a new Shopify project, add features to an existing Shopify app, or says "build me a Shopify app". Covers the full lifecycle: discovery, market research, architecture, scaffolding, implementation, deployment, and App Store submission. Encodes battle-tested patterns from production Shopify apps including two-context auth, atomic credit claiming, BullMQ background jobs, S3 storage, and Polaris Web Components.
obsidian-deep-research
by anavvanzin
Builds and grows an Obsidian knowledge base through iterative deep research using zettelkasten methodology. Processes documents into atomic vault notes, researches topics from the web, queries existing vault knowledge, and manages research backlogs. Use when the user mentions an Obsidian vault, MOCs, atomic notes, research backlog, or asks to research, investigate, or add findings to their vault. Also use when given a document or report for vault integration.
competitive-intelligence
by realjaymes
"Builds a complete competitive intelligence pipeline: gather intel, synthesize it into a SWOT, construct a one-per-competitor battlecard, then validate and refresh it with win-loss interview evidence. Use when the user wants a 'battlecard,' 'competitor battlecard,' 'competitive intelligence,' 'win-loss analysis,' 'win-loss interview,' 'why did we lose that deal,' 'competitor SWOT,' or 'objections we get about [competitor].' Distinct from competitor-alternatives, which builds public-facing 'vs' and alternative pages for SEO — this skill builds internal, rep-facing sales assets."
notebooklm
by forkrul
Complete API for Google NotebookLM - full programmatic access including features not in the web UI. Create notebooks, add sources, generate all artifact types, download in multiple formats. Activates on explicit /notebooklm or intent like "create a podcast about X"
deep-research
by kangnam7654
"Use when the user needs thorough research on a topic — technology comparisons, trend analysis, competitor research, best practices survey, or any question requiring multiple sources. Produces a structured report with citations.\n\nExamples:\n- \"/deep-research React vs Vue 2025\" → Launch deep research on framework comparison\n- \"이 기술 스택 조사해줘\" → Launch deep research\n- \"경쟁사 분석 해줘\" → Launch deep research on competitors"
ocas-look
by indigokarasu
'Converts user-provided images into validated, decision-ready action drafts. Routes images by inferred intent across domains: events from flyers, macros from meal photos, places to save, products to price, receipts to log, documents to file, civic issues to report. Supports reverse image search via Yandex and Google. NOT for generic OCR, computer vision research, or surveillance.'
brand-discovery
by rampstackco
"Run upstream brand discovery covering audience research, competitive landscape, category dynamics, problem space, and positioning territory exploration. Use this skill at the very start of a brand or website project when the user needs to understand who they're for, who they compete with, what the audience actually needs, and where the brand could plausibly stand. Triggers on brand discovery, audience research, market research, competitive scan, category research, customer research, who is this for, who are we, positioning research, intake, kickoff. Also triggers when a creative brief is requested but the upstream inputs (audience, competitors, problem space) are not yet clear."
gemini-cli
by brixtonpham
"Google Gemini CLI orchestration for AI-assisted development. Capabilities: second opinion/cross-validation, real-time web search (Google Search), codebase architecture analysis, parallel code generation, code review from different perspective. Actions: query, search, analyze, generate, review with Gemini. Keywords: Gemini CLI, second opinion, cross-validation, Google Search, web research, current information, parallel AI, code review, architecture analysis, gemini prompt, AI comparison, real-time search, alternative perspective, code generation. Use when: needing second AI opinion, searching current web information, analyzing codebase architecture, generating code in parallel, getting alternative code review, researching current events/docs."
market-research
by b1tank
Research existing products and competitors for a given product idea. Use when starting a new project, cloning an existing product, or analyzing competitive landscape. Returns feature analysis, gaps, and differentiation opportunities.