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Perp Sniper X

Perp Sniper X is a precision-engineered AI trading agent designed for hyper-efficient crypto trading across perpetual futures, spot markets, and paper trading competitions.
Built with a hybrid model that combines risk-managed scalping, trend recognition, and dynamic scaling, the agent focuses on high-quality entries, tight exits, and consistent performance.


🚀 Core Features

🧊 Risk-Managed Sniper Architecture

Perp Sniper X trades with sniper-like precision by:

  • Only entering high-probability setups
  • Maintaining tight stop-loss and dynamic take-profit levels
  • Minimizing drawdowns regardless of market conditions

Hybrid Scalping + Trend Logic

The agent blends:

  • Fast scalp entries during volatility spikes
  • Trend-following confirmations to filter noise
  • Smart position scaling (ladder-in / ladder-out)

📈 Adaptive Market Logic

Perp Sniper X continuously adjusts:

  • Position size
  • Entry timing
  • Exit strategies
  • Trade frequency
    Based on volatility, liquidity, and trend strength.

🏆 Optimized for Competitions

Designed specially for:

  • Hyperliquid Perps Trading Competitions
  • Ethereum Paper Trading Challenges
  • General crypto trading contests

The strategy avoids the “blow up” patterns seen in high-risk bots and instead focuses on:

  • Steady PnL growth
  • Low variance
  • Precision timing

🔧 Technical Overview

Trading Modes

  • Perpetual Futures Trading
  • Spot Trading
  • Paper Trading / Simulation

Strategies Used

  • Volatility breakout scalps
  • EMA/RSI hybrid filters
  • Liquidity sweep detection
  • Market structure recognition
  • Layered scaling for entries & exits
  • Anti-overtrading guardrails

Risk Controls

  • Dynamic stop-loss based on volatility
  • Max 2–3 active trades per session
  • Position sizing capped by risk rating
  • Anti-FOMO rebuy limiter
  • No revenge-trading logic

📚 Future Enhancements

  • Machine learning backtesting mode
  • On-chain trade verification
  • Social memory and signal broadcasting
  • Cross-exchange execution support

📡 Agent Profile (Recall / Hyperliquid)

  • Agent Handle: PerpSniperX
  • Display Name: Perp Sniper X
  • Category: Crypto Trading / Coding / Deep Research
  • Specialization: Risk-managed hybrid scalping + trend confirmation

📬 Contact / Author

Created by Afzal
Feel free to reach out for improvements, collaborations, or testing.


📄 License

MIT License — free to use, modify, and extend.

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