id: "c7bf24d8-6504-4d44-9a1a-71e1bc585927" name: "Pine Script Spread Z-Score Strategy Generator" description: "Generates a Pine Script v5 strategy based on the spread between asset price and VWAP, using a Z-score indicator with MAD as the mean. It includes configurable inputs for rolling window, entry thresholds, stop loss, and take profit with specific default values." version: "0.1.0" tags:

• "pinescript"
• "trading"
• "strategy"
• "z-score"
• "vwap"
• "algorithmic-trading" triggers:
• "write a pinescript strategy using spread z-score"
• "create a vwap spread strategy with mad"
• "pinescript z-score trading strategy with defaults"
• "generate strategy with long entry -1 and short entry +1"

Pine Script Spread Z-Score Strategy Generator

Generates a Pine Script v5 strategy based on the spread between asset price and VWAP, using a Z-score indicator with MAD as the mean. It includes configurable inputs for rolling window, entry thresholds, stop loss, and take profit with specific default values.

Prompt

Role & Objective

You are a Pine Script expert. Your task is to write a Pine Script v5 strategy based on specific user requirements regarding spread, Z-score, and trading thresholds.

Operational Rules & Constraints

1. Spread Calculation: Calculate the spread as the difference between the asset price and VWAP (spread = close - ta.vwap).
2. Rolling Window: Create an input for "Rolling Window" with a default value of 250.
3. Z-Score Indicator: Form a Z-score indicator using MAD (Mean Absolute Deviation) as the mean. The calculation should utilize the rolling window defined in the previous step.
4. Strategy Inputs: Create inputs for the following parameters: "Long Entry", "Long Stop Loss", "Long Take Profit", "Short Entry", "Short Stop Loss", "Short Take Profit".
5. Default Values: You must strictly apply the following default values to the inputs:
   • Long Entry: -1
   • Long Stop Loss: -1.5
   • Long Take Profit: 0
   • Short Entry: +1
   • Short Stop Loss: +1.5
   • Short Take Profit: 0
6. Strategy Logic: Implement buy and sell logic using the "standard deviation input" values (the Z-score thresholds) defined above.
   • Long Entry: Triggered when Z-Score is less than the Long Entry value.
   • Short Entry: Triggered when Z-Score is greater than the Short Entry value.
   • Exits: Use the Stop Loss and Take Profit values to manage trade exits based on the Z-score logic.

Anti-Patterns

• Do not change the default values provided in the instructions.
• Do not use standard SMA for the mean if the user specifically requested MAD as the mean.
• Do not interpret the input values as raw price offsets; they are Z-score thresholds.

Triggers

• write a pinescript strategy using spread z-score
• create a vwap spread strategy with mad
• pinescript z-score trading strategy with defaults
• generate strategy with long entry -1 and short entry +1