Fundamental Comparator

SkillCommerce & finance

Compare key financial metrics across multiple symbols on a single chart. Overlay price charts with fundamentals for direct, side-by-side comparison.

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the Fundamental Comparator skill

About this capability

About AI quantitative trading platform for crypto, stocks, and forex with backtesting, live trading, market data, and multi-agent research.vibe-trading ,trading-agents,ai-trader,ai-trading

What this skill tells your AI

The instructions your AI receives, as published by signal-execution-labs/forex-trading-ai-agent in skills/fundamental-comparator/SKILL.md and read by ahel’s review.

Compare key financial metrics across multiple symbols on a single chart. Overlay price charts with fundamentals for direct, side-by-side comparison.

Category

Analysis

Inspired By

  • TradingView Fundamental Graphs
  • Koyfin
  • FinViz

Features

100+ Metrics Available

  • Valuation: P/E, P/B, P/S, EV/EBITDA, PEG Ratio
  • Profitability: ROE, ROA, ROIC, Net Margin, Gross Margin
  • Growth: Revenue Growth, EPS Growth, Free Cash Flow Growth
  • Dividends: Yield, Payout Ratio, Dividend Growth Rate
  • Debt: Debt/Equity, Interest Coverage, Current Ratio
  • Efficiency: Asset Turnover, Inventory Turnover
  • Per Share: EPS, Book Value, Revenue, Free Cash Flow

Comparison Modes

  • Cross-Company: Compare AAPL vs MSFT vs GOOGL
  • Sector Average: Company vs sector benchmark
  • Historical: Same company over time
  • Peer Group: Auto-selected industry peers

Visualization

  • Multi-Line Charts: Overlay any metrics
  • Price + Fundamental: Dual-axis charts
  • Heatmaps: Sector-wide metric comparison
  • Scatter Plots: Correlation analysis (P/E vs Growth)
  • Ranking Tables: Sort by any metric

Screening Integration

  • Undervalued Finder: P/E < sector + growth > sector
  • Quality Score: Composite fundamental rating
  • Momentum + Value: Combine technical and fundamental
  • Dividend Aristocrats: Filter by dividend history

AI Analysis

  • Metric Interpretation: "Why is this P/E ratio concerning?"
  • Peer Comparison: "How does this compare to competitors?"
  • Trend Analysis: "Are margins improving or declining?"
  • Risk Assessment: "What does this debt level mean?"

Usage

import { FundamentalComparator } from 'kit-trading/skills/fundamental-comparator';

const comparator = new FundamentalComparator();

// Compare P/E ratios
const comparison = await comparator.compare(
  ['AAPL', 'MSFT', 'GOOGL', 'META'],
  ['peRatio', 'revenueGrowth', 'netMargin']
);

// Get fundamental score
const score = await comparator.score('NVDA');
// { overall: 85, valuation: 60, profitability: 95, growth: 98 }

// Find undervalued stocks
const undervalued = await comparator.screen({
  peRatio: { lt: 15 },
  revenueGrowth: { gt: 20 },
  debtToEquity: { lt: 0.5 }
});

API Endpoints

  • GET /api/fundamentals/:symbol - Full fundamental data
  • POST /api/fundamentals/compare - Multi-symbol comparison
  • GET /api/fundamentals/metrics - Available metrics list
  • POST /api/fundamentals/screen - Filter by fundamentals
  • GET /api/fundamentals/:symbol/history - Historical metrics

Signals

GitHub stars
136
Forks
870
Last commit
Sep 2026
Advanced
Catalog kind
skill
Gateway key
fundamental-comparator
Source
github.com/signal-execution-labs/forex-trading-ai-agent