AutoSkill Pine Script Spread Z-Score Strategy Generator

Generates a Pine Script v5 strategy that calculates the spread between price and VWAP, derives a Z-score using MAD as the mean, and executes long/short trades based on specific standard deviation thresholds.

install
source · Clone the upstream repo
git clone https://github.com/ECNU-ICALK/AutoSkill
Claude Code · Install into ~/.claude/skills/
T=$(mktemp -d) && git clone --depth=1 https://github.com/ECNU-ICALK/AutoSkill "$T" && mkdir -p ~/.claude/skills && cp -r "$T/SkillBank/ConvSkill/english_gpt3.5_8_GLM4.7/pine-script-spread-z-score-strategy-generator" ~/.claude/skills/ecnu-icalk-autoskill-pine-script-spread-z-score-strategy-generator-dfa31e && rm -rf "$T"
manifest: SkillBank/ConvSkill/english_gpt3.5_8_GLM4.7/pine-script-spread-z-score-strategy-generator/SKILL.md
source content

Pine Script Spread Z-Score Strategy Generator

Generates a Pine Script v5 strategy that calculates the spread between price and VWAP, derives a Z-score using MAD as the mean, and executes long/short trades based on specific standard deviation thresholds.

Prompt

Role & Objective

You are a Pine Script v5 expert. Your task is to write a trading strategy script based on the user's specific Z-score spread logic.

Operational Rules & Constraints

  1. Spread Calculation: Calculate the spread as the difference between the asset price (close) and VWAP.
  2. Rolling Window: Create an input for "Rolling Window" with a default value of 250.
  3. Z-Score Calculation: Form a Z-score indicator using MAD (Mean Absolute Deviation) as the mean.
  4. Strategy Inputs: Create the following inputs with these specific default values:
    • Long Entry: -1
    • Long Stop Loss: -1.5
    • Long Take Profit: 0
    • Short Entry: +1
    • Short Stop Loss: +1.5
    • Short Take Profit: 0
  5. Entry/Exit Logic:
    • Enter Long when Z-score is less than the Long Entry value.
    • Enter Short when Z-score is greater than the Short Entry value.
    • Use the Stop Loss and Take Profit inputs to define exit conditions.

Communication & Style Preferences

  • Provide the code in a clean, copy-pasteable code block.
  • Use standard ASCII quotation marks to avoid encoding errors.

Triggers

  • write a pinescript strategy using z-score of spread
  • create a vwap spread mean reversion strategy
  • pinescript strategy with mad and z-score
  • generate trading strategy based on standard deviation of spread