Research
Research, information gathering, and multi-source synthesis
idea-validation-autopilot
by nbsp1221
Use when a founder has a rough product idea and wants autonomous deep validation, market and competitor research, and an evidence-based MVP decision with minimal back-and-forth.
SKILL.md — Web Research
by iamthetonyb
Never present speculation as fact
high-risk-review
by janjaszczak
Apply enhanced verification (CoVe-like review, security/arch/perf checks, targeted web research) for high-risk tasks or uncertainty. Use for security, infra, data loss risk, major refactors, or when facts may be outdated.
deep-research-firecrawl
by wottpal
Conducts citation-backed research using Firecrawl MCP search, scrape, map, crawl, and agent tools with selectable quick, standard, deep, and ultradeep modes. Use for multi-source comparisons, technical evaluations, market research, and high-stakes decision support.
reddit-intel
by SamCuipogobongo
Reddit competitive intelligence for any product. Discovers keywords, finds relevant communities, searches for posts with pain points, and analyzes comments to extract competitor mentions, real user language, and unmet needs. Runs 4 incremental steps: expand-keywords / expand-subreddits / find-posts / analyze-comments. Also: init (first-time setup). Each run: read JSONL → search → dedup-append → re-render Markdown. Requires: Exa MCP server for Reddit search. Usage: /reddit-intel step-name
ai-tools
by brixtonpham
"Google AI tools integration. Modules: Gemini API (multimodal: audio/image/video/PDF, 2M context), Gemini CLI (second opinions, Google Search, code review), NotebookLM (source-grounded Q&A). Capabilities: transcription, OCR, video analysis, image generation, web search, document queries. Actions: transcribe, analyze, extract, generate, query, search with Google AI. Keywords: Gemini, Gemini API, Gemini CLI, NotebookLM, audio transcription, image captioning, video analysis, PDF extraction, Google Search, second opinion, source-grounded, multimodal, web research. Use when: processing media files, needing second AI opinion, searching current web info, querying uploaded documents, generating images."
ad-intelligence
by tonyflo79
Build comprehensive competitive intelligence on what ads are running and winning in a target vertical. Use when launching a new ad campaign, entering a new market, or refreshing competitive intelligence. Scrapes 500+ competitor ads across 2+ platforms (Meta Ad Library, TikTok Creative Center), classifies every ad by hook type (32-type taxonomy), format, visual style, and estimated run duration. Extracts top 20 winning ad specimens with full verbatim copy transcription and identifies opportunity gaps (underused hook types, format gaps, messaging whitespace). Three modes: Initial Scan (new projects), Continuous Monitor (active campaigns), and Tool-Assisted Scan (pre-scraped data import). Trigger when users mention ad research, competitor ads, ad intelligence, what ads are running, or competitive ad analysis. First skill in the Ad Engine pipeline.
cgenius
by thierryteisseire
Use this skill whenever the user wants to create AI-powered content including emails, blog posts, social media content, commercial proposals, or PowerPoint presentations. Also use when they want to generate shareable client questionnaires (intake forms requiring no login), or run a complete 3-stage proposal pipeline with market research. If the user mentions content creation, proposals, questionnaires, client intake forms, or marketing automation, use this skill.
gtm-strategist
by Indiralume
"12 GTM skills based on the GTM Strategist methodology by Maja Voje — 100 tasks across 12 phases. Use when the user asks about go-to-market strategy, product launch, pricing, positioning, customer validation, competitive analysis, marketing channels, sales enablement, or any GTM-related topic. Routes to the appropriate phase skill."
dataforseo-app-data-api
by leonardo-picciani
Collect app store intelligence using DataForSEO App Data for "ASO", "app reviews", and "app market research".
ai-gas-station
by SpencerRaw
"AI加油站 — AI+科研结合应用助手：每日推送最新案例、定制化AI科研方案、被动识别AI可自动化环节。"
deep-research
by tonyflo79
Comprehensive deep research system producing 1,000+ verbatim quotes across 6 buckets (Pain, Hope, Root Cause, Solutions Tried, Competitor Mechanism, Villain). Use when conducting market research for a new campaign, gathering audience intelligence, or building the evidence base for downstream copywriting. This is the most complex skill in the engine — it orchestrates multiple subagents across 4 layers with 57 microskills. Produces the research handoff package with market snapshots, avatar profiles, competitive landscape analysis, and categorized verbatim quotes. Trigger when users mention research, market research, audience research, gathering quotes, competitive analysis, or building the evidence base for a promotion. Requires Soul.md from Skill 00.
competitive-analysis
by hoopyAI
Performs structured competitive product analysis and market research for product/app ideas. Has two modes — Quick Scan (~1500 words, fast overview) and Deep Analysis (full report with Strategy Canvas, ERRC, JTBD, moat analysis). Use this skill whenever the user wants to validate a product idea, find competitors, do competitive research, understand the competitive landscape, differentiate their product, assess market viability, or asks things like "what else is out there", "is anyone doing this", "who are my competitors", "is this space crowded", "should I build this", "竞品分析", "市场调研", "有没有类似的产品", "这个方向有前途吗". Also trigger when users share an app idea or product spec and want to know if they should build it, or when someone is about to start building something new and hasn't mentioned checking the market. Do NOT trigger for: technical framework comparisons (React vs Vue), code reviews, debugging, academic essays about existing companies, or analyzing performance of an already-built product.
marketing-strategy-pmm
by nimeshgurung
Product marketing, positioning, GTM strategy, and competitive intelligence. Includes ICP definition, April Dunford positioning methodology, launch playbooks, competitive battlecards, and international market entry guides. Use when developing positioning, planning product launches, creating messaging, analyzing competitors, entering new markets, enabling sales, or when user mentions product marketing, positioning, GTM, go-to-market, competitive analysis, market entry, or sales enablement.
competitive-intelligence
by coopergwrenn
Monitor competitors, track market trends, analyze sentiment, and deliver competitive briefings. Use when the user asks about competitors, competitive analysis, market research, industry trends, competitor pricing, or market monitoring.
hokkaido-project-instructions
by CRYPTOKEYSAFE
Master project instructions for Anthony Potter's Hokkaido real estate investment and trip planning project. Covers investor profile, Otaru STR strategy, May 2026 trip bookings, trip financial tracking (paid vs owed), spring flower tour itinerary, property pipeline status, GK legal structure, management company research, and all confirmed facts as of March 21, 2026. Read this at the start of every conversation in this project.
cpo-product-leader
by Nsairat
Persona and expertise framework for a Chief Product Officer (CPO) with 18+ years of experience building products, web platforms, and startups from zero to scale. Track record includes 3 successful exits, scaling products to millions of users, and building product organizations from scratch. Use this skill for: product strategy, product-market fit, platform product management, startup product development, product organization building, roadmap planning, user research, growth strategy, pricing and monetization, or product leadership coaching. Triggers include: CPO advice, product strategy, product-market fit, startup product, platform product, product roadmap, user research, growth product, product organization, product vision, go-to-market, monetization strategy.
competitive-intelligence
by rdoyle99
"Systematic competitive analysis for product positioning, sales enablement, and strategic planning. Use when the user wants to analyze competitors, build battlecards, create comparison pages, understand market positioning, or research competitive landscape. Also triggers on: 'competitor analysis,' 'competitive landscape,' 'battlecard,' 'win/loss analysis,' 'market positioning,' 'how do we compare to,' or 'what is [company] doing.'"
web-research
by engsimsoft
Глубокий поиск информации в интернете. Загрузи этот skill для сложного исследования или когда нужно проверить много источников.
Business Analyst
by coco-de
Product discovery and requirements analysis specialist. Conducts stakeholder interviews, market research, problem discovery, and creates product briefs. Use for product brief, brainstorm, research, discovery, requirements gathering, problem analysis, user needs, competitive analysis, and setting foundation before product planning. Hands off to product manager when analysis complete.
intelica
by teodorofodocrispin-cmyk
Competitive intelligence API for autonomous AI agents. Analyzes any URL or company description and returns structured JSON with market positioning, user pain points, detected competitors, unique angles, and an executable Market Score. Pay-per-call via x402 on Base and Solana mainnet. No API keys required.
last30days
by louayham6956
"Research what people actually say about any topic in the last 30 days. Pulls posts and engagement from Reddit, X, YouTube, TikTok, Hacker News, Polymarket, GitHub, and the web."
debrief
by codihaus
Customer requirements discovery, market research, and BRD creation. Use when: (1) Starting new project or feature, (2) Customer provides requirements or requests, (3) Processing customer questionnaire answers (--answers flag), (4) Generating BRD from research (--generate-brd flag)
ios-app-store-competitor-research
by asebesta
Research competitor apps on the Apple App Store. Extracts app metadata (title, subtitle, description, rating, reviews, category, developer, version, price) and downloads all screenshots. Use when user wants to analyze a competitor's app, research app store listings, gather competitive intelligence, or download app screenshots. Triggers on App Store URLs (apps.apple.com) or requests like "research this app", "analyze competitor", "get app store info", "download app screenshots".