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harmonic

Detect XABCD harmonic price patterns in OHLCV data and generate D-point trading signals.

6.1k|1.2k|Updated Jun 9, 2022
Search Tags:#technical-analysis#pattern-recognition#trading-signals#fibonacci#harmonic-patterns#xabcd-pattern
One-click install
npx skills add https://github.com/charliedream1/ai_quant_trade --skill harmonic-charliedream1
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: harmonic
Source: https://github.com/charliedream1/ai_quant_trade/tree/main/a_%E5%85%A8%E7%BD%91%E4%BC%98%E7%A7%80%E8%B5%84%E6%BA%90/10_%E5%A4%A7%E6%A8%A1%E5%9E%8B/07_skill%E5%8C%85/vibe_trading_skills/harmonic
Command: npx skills add https://github.com/charliedream1/ai_quant_trade --skill harmonic-charliedream1

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires numpy, pandas, requests, pyharmonics, and includes references (resource) components.

What problem does it solve?

Traders need automatic detection of harmonic price patterns in financial time series to generate timely trading signals.

Core Features & Use Cases

  • Detect Gartley, Bat, Butterfly, and Crab XABCD patterns using Fibonacci ratios and identify their D-point PRZ for potential reversals.
  • Generate trading signals (long/short) at the D-point with direction awareness, with a built-in detector fallback if pyharmonics is unavailable.
  • Supports both manual OHLCV data and optional pyharmonics-based analysis when the library is installed.

Quick Start

Feed OHLCV data into the Harmonic Patterns engine to produce D-point trading signals.

Frequently Asked Questions about harmonic

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

FAQPage Schema
How do I detect harmonic patterns in OHLCV data for trading signals?▼

Detect harmonic patterns by feeding OHLCV financial time series into the engine to identify Gartley, Bat, Butterfly, and Crab XABCD formations. It generates actionable long or short trading signals at the D-point PRZ to indicate potential price reversals.

Do I need pyharmonics installed to find XABCD Fibonacci patterns?▼

No, pyharmonics is optional for finding XABCD Fibonacci patterns. The engine uses a built-in Fibonacci-based detector as a fallback if pyharmonics is unavailable, ensuring pattern detection and signal generation continue functioning robustly.

What harmonic price patterns can I identify using Fibonacci ratios?▼

You can identify Gartley, Bat, Butterfly, and Crab harmonic price patterns using Fibonacci ratios. The engine detects these XABCD formations in financial time series and locates their D-point Potential Reversal Zone to signal trades.

Can I apply harmonic pattern detection to any financial instrument?▼

Yes, you can apply harmonic pattern detection to any financial instrument. The engine processes standard OHLCV data, making it compatible with stocks, forex, crypto, and other markets to generate D-point trading signals.

How does the engine handle trading signal direction at the D-point?▼

The engine generates trading signals at the D-point with direction awareness, outputting long or short positions based on the specific harmonic pattern detected. This identifies the Potential Reversal Zone for timely trade execution.

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