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/startup-validator

@3f7fc48

Comprehensive startup idea validation and market analysis tool. Use when users need to evaluate a startup idea, assess market fit, analyze competition, validate problem-solution fit, or determine market positioning. Triggers include requests to "validate my startup idea", "analyze market opportunity", "check if there's demand for", "research competition for", "evaluate business idea", or "see if my idea is viable". Provides data-driven analysis using web search, market frameworks, competitive research, and positioning recommendations.

Use this Skill: https://skilld.dev/gh/ailabs-393/ai-labs-claude-skills/startup-validator

This session only. Nothing lands on disk.

referencesresearch_templates.md

≈1.2k tokens on demand. Your agent reads this file only when SKILL.md points to it.

Research Templates and Data Sources

Web Search Query Templates

Market Size Research

  • "[industry] market size [year]"
  • "[industry] market forecast [year]-[year+5]"
  • "global [product/service] market analysis"
  • "[industry] CAGR growth rate"
  • "number of [target customers] worldwide"

Competitive Research

  • "[product/service] alternatives"
  • "[company name] competitors"
  • "best [product category] [year]"
  • "[product] vs [competitor] comparison"
  • "[industry] market leaders"

Problem Validation

  • "[target audience] pain points [industry]"
  • "challenges facing [industry]"
  • "[target audience] biggest problems"
  • "why do [target audience] need [solution type]"

Trend Analysis

  • "[industry] trends [year]"
  • "future of [industry]"
  • "[technology] adoption rate"
  • "[industry] investment report [year]"
  • "[industry] emerging technologies"

Customer Insights

  • "[target audience] behavior study"
  • "[industry] customer survey [year]"
  • "[product category] user demographics"
  • "how [target audience] choose [product type]"

Pricing Research

  • "[product category] average price"
  • "[product/service] pricing models"
  • "[industry] pricing strategies"
  • "cost of [solution] for [target audience]"

Reliable Data Sources by Category

Market Research & Statistics

  • Statista (market data and statistics)
  • Grand View Research (industry reports)
  • MarketsandMarkets (market forecasts)
  • IBISWorld (industry analysis)
  • Gartner (technology research)
  • Forrester (market analysis)
  • IDC (tech market intelligence)

Financial & Business Data

  • Crunchbase (startup funding, company data)
  • PitchBook (private equity data)
  • CB Insights (venture capital trends)
  • SEC filings (public company data)
  • Bloomberg (financial news and data)
  • Yahoo Finance (public company metrics)

Industry News & Trends

  • TechCrunch (tech startups)
  • VentureBeat (tech industry)
  • The Information (tech news)
  • Protocol (tech policy and business)
  • Industry-specific trade publications

Academic & Research

  • Google Scholar (academic papers)
  • arXiv (preprint research papers)
  • SSRN (social science research)
  • PubMed (medical research)
  • IEEE Xplore (technology research)

Consumer Insights

  • Nielsen (consumer behavior)
  • Pew Research (demographic trends)
  • McKinsey reports (business insights)
  • Deloitte insights (industry analysis)
  • Bain reports (strategy insights)

Government & Regulatory

  • US Census Bureau (demographics)
  • Bureau of Labor Statistics (employment)
  • USPTO (patent data)
  • FDA (regulatory approvals)
  • Country-specific regulatory bodies

Technology & Patents

  • Google Patents (patent search)
  • USPTO database (US patents)
  • Product Hunt (new product launches)
  • GitHub (open source projects)
  • Stack Overflow (developer trends)

Search Strategy Best Practices

Multi-Source Validation

  • Cross-reference data from at least 3 sources
  • Prioritize recent data (within 2 years for fast-moving industries)
  • Look for consensus vs. outliers
  • Note methodology differences

Source Quality Hierarchy

  1. Primary sources: Company reports, government data, original research
  2. Reputable analysts: Gartner, Forrester, McKinsey
  3. Industry publications: Trade journals, specialized news
  4. General business press: WSJ, Bloomberg, Reuters
  5. Aggregators: Secondary analysis, blog posts

Red Flags for Unreliable Data

  • No cited sources or methodology
  • Promotional content disguised as research
  • Outdated information (>3 years old for tech)
  • Suspiciously precise forecasts without explanation
  • Contradicts multiple other sources

Report Structure Template

Executive Summary

  • Startup idea overview
  • Core finding (viable/not viable/conditional)
  • Key supporting evidence
  • Critical recommendations

Market Analysis

  • Market size and growth
  • Target customer segments
  • Market trends and drivers
  • Entry barriers and opportunities

Competitive Landscape

  • Direct and indirect competitors
  • Competitive positioning
  • Differentiation opportunities
  • Market gaps

Problem-Solution Fit

  • Problem validation
  • Current solutions and limitations
  • Proposed solution advantages
  • Customer value proposition

Business Model Assessment

  • Revenue model viability
  • Unit economics potential
  • Scalability analysis
  • Financial requirements

Risk Analysis

  • Critical risks identified
  • Mitigation strategies
  • Deal-breakers vs. manageable challenges

Positioning Recommendations

  • Target market segments
  • Value proposition refinement
  • Go-to-market approach
  • Differentiation strategy

Next Steps

  • Immediate validation actions
  • Information gaps to fill
  • Key assumptions to test
  • Recommended pivots (if any)

Source: SKILL.md on GitHub

2 warnings16d5 checks · Risk SAFE
  • Gen Agent Trust Hub16d

    The startup-validator skill is a business analysis tool designed for market research and financial evaluation. It utilizes standard web search capabilities and a bundled Python script to process user-provided market data. While it interacts with external web sources, no malicious patterns, sensitive data exfiltration, or unauthorized command executions were found. All functionalities align with the skill's stated purpose of startup validation.

  • Socket16d

    No alerts

  • Snyk16d

    Risk: MEDIUM · 1 issue

  • Runlayer7mo

    6/6 files flagged

  • ZeroLeaks5mo

    Score: 93/100 · 2 sections analyzed

Signed by skilld at 3f7fc48. This ties the file your Agent reads to that commit on GitHub. It does not review the instructions.

Last checked against GitHub 2 months ago.

Dormantupdated 11 months ago

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