LiquidGranny Strategy Analysis
Strategy Number: #187 (187th of 465 strategies)
Strategy Type: Liquidity Analysis / Grid Trading
Timeframe: 5 Minutes (5m)
I. Strategy Overview
LiquidGranny (Liquidity Granny) is a trading strategy that combines liquidity analysis. The "Granny" in the name hints at this potentially being a "grandma-style" steady income strategy, harvesting gains by capturing changes in market liquidity.
Core Features
| Feature | Description |
|---|---|
| Entry Condition | Liquidity clustering zone + support level |
| Exit Condition | Liquidity depletion + resistance level |
| Protection | Grid stop-loss |
| Timeframe | 5 Minutes |
| Dependencies | TA-Lib, numpy |
II. Strategy Configuration Analysis
2.1 Basic Risk Parameters
minimal_roi = {
"0": 0.03,
"15": 0.015,
"45": 0.005
}
stoploss = -0.08 # -8%
2.2 Liquidity Parameters
lookback_period = 20 # Liquidity lookback period
volume_threshold = 1.5 # Volume multiplier
spread_threshold = 0.002 # Spread threshold
III. Entry Conditions Details
3.1 Liquidity Detection
# Detect liquidity clustering zones
Conditions:
- Volume in top 20% of historical range
- Bid-ask spread narrows
- Price near support level
3.2 Entry Signal
# Combined signal
Conditions:
- Entering liquidity clustering zone
- Volume expanding
- Price supported at level
IV. Exit Conditions Details
4.1 Liquidity Depletion
# Exit Conditions
Conditions:
- Volume shrinks
- Bid-ask spread widens
- Price hits resistance level
V. Technical Indicator System
| Indicator | Purpose |
|---|---|
| Volume Profile | Volume distribution |
| Bid-Ask Spread | Bid-ask spread |
| Support/Resistance | Support/resistance levels |
VI. Risk Management
| Parameter | Value |
|---|---|
| Hard Stop | -8% |
| Take-Profit | 3%-0.5% |
VII. Strategy Pros & Cons
✅ Pros
- Liquidity Analysis: Based on real market data
- Steady Income: Small take-profit, small stop-loss
- Controllable Risk: Grid-based risk management
⚠️ Cons
- Parameter Sensitive
- Dependent on Data Quality
- Not Suitable for Low-Liquidity Coins
VIII. Applicable Scenarios
| Market Environment | Performance |
|---|---|
| Volatile Markets | ⭐⭐⭐⭐ |
| Active Trading | ⭐⭐⭐⭐ |
| Low Liquidity | ⭐ |
IX. Summary
LiquidGranny is a liquidity-analysis-based strategy suited for capturing trading opportunities arising from liquidity changes in active markets. The strategy design emphasizes stability, suitable for traders seeking steady returns.