market-analyst

Market Analyst Skill

Purpose

This skill consumes outputs from the reddit-sentiment-analysis skill to perform meta-analysis across multiple products/games. It identifies:

• Common patterns across successful products (what universally drives satisfaction)
• Market gaps where demand exists but supply is lacking
• Underserved segments with unmet needs
• Novelty opportunities where unique approaches could succeed
• Predicted hits based on cross-product sentiment intelligence
• Strategic recommendations for product development and positioning

When to Use This Skill

Use this skill when you have:

• ✅ Multiple sentiment analysis reports (2+ products/games analyzed)
• ✅ Need to identify market opportunities across a product category
• ✅ Want to predict which upcoming products will succeed
• ✅ Looking for gaps in the market based on user sentiment
• ✅ Need strategic recommendations for product development
• ✅ Want to understand what makes products succeed or fail

Prerequisites

1. Input Data: 2+ Reddit sentiment analysis reports in /docs/

   • Generated by reddit-sentiment-analysis skill
   • Must follow standard format with LIKES/DISLIKES/WISHES sections
   • Recent data (ideally within same time period)

2. Analysis Scope: Clear product category (e.g., FPS games, productivity apps, streaming services)

Core Workflow

Phase 1: Data Ingestion and Normalization

1. Identify Available Sentiment Reports

• Scan /docs/ for reddit-sentiment-*.md files
• Parse each report to extract structured data
• Validate format and completeness

2. Extract Key Data Points

For each product/game analyzed, extract:

{
  product_name: string,
  overall_sentiment: {positive: %, negative: %, neutral: %},
  likes: [
    {aspect: string, mentions: number, sentiment: %, quotes: []}
  ],
  dislikes: [
    {aspect: string, mentions: number, severity: string, quotes: []}
  ],
  wishes: [
    {feature: string, mentions: number, urgency: string, quotes: []}
  ],
  key_insights: [],
  competitor_mentions: {}
}