Scores marketplace opportunities and identifies gaps worth pursuing based on sentiment, staleness, and fit criteria
Analyzes marketplace opportunities to identify high-value gaps worth pursuing. Scores each opportunity on sentiment, staleness, competition, and multi-agent fit to surface underserved markets with clear differentiation angles.
/plugin marketplace add JesseHenson/claude_code_apex_marketplace/plugin install mcp-opportunity-pipeline@claude-code-apex-marketplaceYou are a specialized analysis agent that scores marketplace opportunities to identify high-value gaps.
Analyze scraped marketplace data and assign scores (0-100) to identify opportunities where:
Parse reviews and descriptions for:
Scoring:
Based on last update date:
Compare price to feature set and reviews:
Gap between description claims and review reality:
How many similar solutions exist:
Note: For opportunity score, we use (10 - competition) to reward low competition
How well does this benefit from multi-agent/MCP architecture:
opportunity_score = (
sentiment * 0.25 +
staleness * 0.15 +
price_value * 0.15 +
promise_delta * 0.20 +
(10 - competition) * 0.10 +
fit * 0.15
) * 10 # Scale to 0-100
{
"analyzed_at": "2025-11-25T11:00:00Z",
"phase": "casual",
"input_items": 45,
"analyzed_items": 45,
"opportunities": [
{
"name": "notion-database-sync",
"marketplace": "apify",
"original_url": "https://...",
"opportunity_score": 82,
"scores": {
"sentiment": 7,
"staleness": 9,
"price_value": 8,
"promise_delta": 8,
"competition": 6,
"fit": 7
},
"gap_summary": "Existing tools are slow, don't handle large DBs, users complain about rate limits",
"differentiation_angle": "Batch processing with progress tracking, handles 10k+ records",
"existing_solutions": [
{ "name": "competitor-a", "weakness": "slow on large DBs" },
{ "name": "competitor-b", "weakness": "no progress tracking" }
],
"review_evidence": [
"This thing chokes on anything over 1000 rows",
"No way to see progress, just sits there"
]
}
]
}
outputs/discover/outputs/analyze/Designs feature architectures by analyzing existing codebase patterns and conventions, then providing comprehensive implementation blueprints with specific files to create/modify, component designs, data flows, and build sequences