What broker does this skill support?

The provided workflow is specifically optimized for the Alpaca Trading API using alpaca-py, though the P&L logic can be adapted for other brokers.

How are infrastructure costs handled?

The skill uses a DashboardConfig dataclass to subtract daily data and software costs from gross P&L to calculate a true net P&L.

Does it require a database for performance history?

No, it is designed to work by reading historical equity data directly from the broker API and local profit tracker JSON logs.

Can I visualize risk-reward for open positions?

Yes, it includes an R-multiple calculation and color-coding system that compares entry price and current price against stop-loss levels.

Trading Dashboard P&L Visualization

Name: Trading Dashboard P&L Visualization
Author: smith6jt-cop

bysmith6jt-cop

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Analytics & Monitoring

Enhances trading dashboards with comprehensive P&L tracking, R-multiple visualizations, and win-rate overlays.

This skill provides a professional-grade framework for building and enhancing trading dashboards by integrating real-time broker data with historical profit logs. It enables traders to separate realized from unrealized P&L, account for infrastructure costs, and visualize position risk-reward ratios through color-coded R-multiples. By bridging the gap between raw execution data and actionable performance metrics, it helps quantitative traders monitor their strategy's true net profitability and risk limits within a Python-based environment.

Key Features

01Infrastructure cost integration for calculating true net P&L

02Realized vs. Unrealized P&L breakdown for accurate performance tracking

030 GitHub stars

04Configurable JSON-based runtime settings for symbols and risk limits

05Automated win-rate and loss-streak overlays from profit tracker logs

06Color-coded R-multiple visualization for position risk-reward analysis

Use Cases

01Real-time monitoring of algorithmic trading performance with equity curve history

02Financial auditing of trading strategies including data and software costs

03Risk management through automated R-multiple tracking and stop-price validation

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add smith6jt-cop/skills_registry dashboard-pnl-visualization

For use in Claude.ai and ChatGPT

Download Skill