solana-alpha

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Solana blockchain alpha hunting and trend analysis tool. Analyzes hot trends including: trending tokens/meme coins, whale wallet movements, new token launches, DEX volume, and social sentiment. Use when users ask about: (1) What's hot on Solana, (2) Trending meme coins or tokens, (3) Whale activity tracking, (4) New token launches, (5) DEX trading volume analysis, (6) Social sentiment for Solana projects, (7) Alpha opportunities on Solana, (8) Market trends and signals on Solana chain.

jerry-yu By jerry-yu schedule Updated 1/28/2026

name: solana-alpha description: | Solana blockchain alpha hunting and trend analysis tool. Analyzes hot trends including: trending tokens/meme coins, whale wallet movements, new token launches, DEX volume, and social sentiment. Use when users ask about: (1) What's hot on Solana, (2) Trending meme coins or tokens, (3) Whale activity tracking, (4) New token launches, (5) DEX trading volume analysis, (6) Social sentiment for Solana projects, (7) Alpha opportunities on Solana, (8) Market trends and signals on Solana chain.

Solana Alpha Hunter

Analyze current hot trends and alpha opportunities on Solana blockchain.

Quick Start

Run the analysis script to get a comprehensive report:

python scripts/solana_alpha.py --report full

Or query specific categories:

python scripts/solana_alpha.py --category trending
python scripts/solana_alpha.py --category whales
python scripts/solana_alpha.py --category launches
python scripts/solana_alpha.py --category dex
python scripts/solana_alpha.py --category social

Data Sources

On-Chain Data

  • Birdeye API: Token prices, trending tokens, DEX volume
  • Helius API: Transaction parsing, webhook alerts
  • DexScreener: New pairs, volume leaders
  • Solscan: Whale wallet tracking

Social Data

  • Twitter/X API: Sentiment analysis, trending mentions
  • Telegram: Group activity monitoring
  • Discord: Community sentiment

Analysis Categories

1. Trending Tokens & Meme Coins

Identify tokens with unusual activity:

  • Volume spike detection (>3x 24h average)
  • Price momentum analysis
  • Holder growth rate
  • Social mention velocity

2. Whale Wallet Movements

Track smart money:

  • Monitor wallets with >$1M holdings
  • Alert on large transfers (>$100K)
  • Analyze wallet portfolio changes
  • Identify accumulation patterns

3. New Token Launches

Early alpha detection:

  • New pair listings on Raydium/Orca
  • Liquidity pool creation events
  • Initial holder distribution analysis
  • Rug pull risk scoring

4. DEX Volume Analysis

Market activity insights:

  • Cross-DEX volume comparison
  • Unusual volume detection
  • Liquidity depth analysis
  • Buy/sell pressure ratio

5. Social Sentiment

Community pulse:

  • Twitter mention frequency
  • Sentiment score (bullish/bearish)
  • Influencer activity tracking
  • Trending hashtags

Output Format

Reports are generated in JSON format with the following structure:

{
  "timestamp": "2024-01-15T10:30:00Z",
  "category": "trending",
  "data": [
    {
      "token": "TOKEN_NAME",
      "symbol": "TKN",
      "address": "...",
      "metrics": {
        "price_change_24h": 150.5,
        "volume_24h": 5000000,
        "holder_count": 12500,
        "social_score": 85
      },
      "signals": ["volume_spike", "whale_accumulation"],
      "risk_level": "medium"
    }
  ]
}

Configuration

Set API keys in environment or .env file:

BIRDEYE_API_KEY=your_key
HELIUS_API_KEY=your_key
TWITTER_BEARER_TOKEN=your_token

Risk Warnings

  • Always DYOR (Do Your Own Research)
  • High social scores don't guarantee success
  • New tokens carry higher rug pull risk
  • Whale movements may be misleading (wash trading)

References

  • See references/api_endpoints.md for API documentation
  • See references/risk_scoring.md for risk calculation methodology
Install via CLI
npx skills add https://github.com/jerry-yu/vibe-hackthon-solana --skill solana-alpha
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