strategy_ladder_buys_v2

Automate incremental stock position scaling during price declines for Alpaca paper trading.

2|4|Updated Apr 27, 2026
One-click install
npx skills add https://github.com/khoks/ClaudeTrading --skill strategy-ladder-buys-v2
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: strategy_ladder_buys_v2
Source: https://github.com/khoks/ClaudeTrading/tree/main/.claude/skills/strategy_ladder_buys_v2
Command: npx skills add https://github.com/khoks/ClaudeTrading --skill strategy-ladder-buys-v2

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires jq, and includes scripts (resource) components.

What problem does it solve?

This Skill eliminates the manual effort and guesswork of timing incremental buy orders for stocks that decline in price, a core component of the ClaudeTrading automated paper trading workflow.

Core Features & Use Cases

  • Ladder Buy Execution: Automatically places notional buy orders for stocks in the buyable set when their price drops a configurable percentage below the previous buy price, scaling into positions gradually without manual intervention.
  • Configurable Parameters: Supports per-stock tuning of drop thresholds, fixed buy amounts, and optional disabling of initial position entry for newly added stocks.
  • Use Case: For a trader running the ClaudeTrading system, this Skill automatically builds a position in a stock that drops 18% from its last buy price, aligning with the system's cooldown rules to avoid pattern-day-trader classification.

Quick Start

Invoke the master_trading_v2 skill during a scheduled market tick to automatically run ladder buy logic for all eligible stocks in your trading pool.

Frequently Asked Questions about strategy_ladder_buys_v2

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I automate incremental stock buys on price dips for paper trading?

You can automate ladder buys by configuring a drop threshold percentage, a fixed buy amount, and a cooldown period. The system then monitors price declines and automatically places notional buy orders for eligible stocks once the configured drop occurs.

What is ladder buy position scaling in automated stock trading?

Ladder buy position scaling is a strategy that gradually builds a stock position by placing incremental buy orders as the price falls. It uses baseline price tracking to trigger new buys only after a configurable percentage drop from the previous entry price.

Can I use Alpaca paper trading for cooldown-gated automated order placement?

Yes, this ladder buy strategy applies directly to Alpaca-based paper trading systems. It enforces cooldown rules between orders to avoid pattern-day-trader classification while executing automated notional buy placements across a curated set of stocks.

How do I prevent over-committing cash when running automated buy strategies across multiple stocks?

To prevent over-committing cash during multi-stock trade cycles, the ladder buy logic adjusts orders based on available cash balance and applies cooldown-gated entry rules. This ensures notional order sizing stays within safe limits for each stock in the buyable set.

Do I need jq to run automated position scaling scripts?

Yes, jq is a required dependency for running the ladder buy scripts. It is used to process JSON data from the Alpaca API, enabling the script to parse pricing data and manage the automated order workflow.

Can I configure different drop thresholds for individual stocks in my trading pool?

Yes, the ladder buy strategy supports per-stock tuning of drop thresholds, fixed buy amounts, and optional disabling of initial position entry. This allows customized incremental scaling rules for each stock in your curated buyable set.