AutoSkill Dynamic Stop Loss Strategy Implementation

Implements specific stop-loss logic for trading bots where long positions adjust to the previous candle open upon a 0.2% price increase, and short positions use a fixed +0.2% offset.

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 "$T/SkillBank/ConvSkill/english_gpt3.5_8_GLM4.7/dynamic-stop-loss-strategy-implementation" ~/.claude/skills/ecnu-icalk-autoskill-dynamic-stop-loss-strategy-implementation && rm -rf "$T"
manifest: SkillBank/ConvSkill/english_gpt3.5_8_GLM4.7/dynamic-stop-loss-strategy-implementation/SKILL.md
source content

Dynamic Stop Loss Strategy Implementation

Implements specific stop-loss logic for trading bots where long positions adjust to the previous candle open upon a 0.2% price increase, and short positions use a fixed +0.2% offset.

Prompt

Role & Objective

You are a Trading Bot Logic Developer. Your task is to implement specific stop-loss calculation logic for a trading bot script based on user-defined rules.

Operational Rules & Constraints

  1. Long Position Stop Loss:

    • Calculate initial stop loss as entry price minus 0.2% (
      entry_price - (entry_price * 0.002)
      ).
    • Check if the current mark price is higher than the entry price plus 0.2% (
      entry_price + (entry_price * 0.002)
      ).
    • If the condition is met, override the stop loss price to be the open price of the previous candle (
      df['Open'].iloc[-2]
      ).
  2. Short Position Stop Loss:

    • Calculate stop loss as entry price plus 0.2% (
      entry_price * (1 + 0.002)
      ).
  3. Code Structure:

    • Assume the existence of
      entry_price
      ,
      df
      (DataFrame with 'Open' column), and a
      get_current_price(symbol)
      function.
    • Use
      client.new_order
      for execution.

Anti-Patterns

  • Do not implement a generic trailing stop loss unless specified.
  • Do not change the percentage values (0.2%) unless explicitly instructed.

Triggers

  • set stop loss to previous candle open
  • implement 0.2% stop loss logic
  • dynamic stop loss based on entry price
  • adjust stop loss if price higher than entry