mss-detector

Detect market structure shifts across timeframes and assets with structured signals.

125|865|Updated Jun 5, 2026
One-click install
npx skills add https://github.com/Signal-Execution-Labs/forex-trading-ai-agent --skill mss-detector-signal-execution-labs
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: mss-detector
Source: https://github.com/Signal-Execution-Labs/forex-trading-ai-agent/tree/main/src/skills/mss-detector
Command: npx skills add https://github.com/Signal-Execution-Labs/forex-trading-ai-agent --skill mss-detector-signal-execution-labs

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Market participants need reliable detection of market structure shifts to anticipate reversals, reduce guesswork, and improve entry timing.

Core Features & Use Cases

  • Swing high/low detection for MSS identification across timeframes.
  • MSS confirmation with candle closes and liquidity-sweep cues.
  • AI-assisted validation for higher-probability setups.
  • Multi-timeframe confluence analysis and actionable signals.
  • Integration-ready outputs: signals, entry zones, stop-loss, targets, and structure context.

Quick Start

Run kit skill mss-detector with a symbol/timeframe to obtain the latest MSS signals and recommended actions.

Frequently Asked Questions about mss-detector

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

FAQPage Schema
How do I detect market structure shifts to anticipate price reversals?

Detecting market structure shifts involves identifying swing points and confirming them with candle closes and liquidity sweeps to anticipate price reversals. This process provides structured bullish or bearish signals with specific entry zones, stops, and targets.

What is multi-timeframe market structure shift analysis?

Multi-timeframe market structure shift analysis aggregates swing point detection and MSS confirmation across different timeframes. This confluence analysis produces higher-probability, AI-validated trading signals by confirming reversals across multiple chart intervals simultaneously.

How do I get MSS signals with entry zones and stop-loss levels?

To get MSS signals with entry zones and stop-loss levels, run the detector with a specific symbol and timeframe. The system outputs actionable recommendations including structure context, confidence scores, and predefined stops and targets.

Does AI confirmation improve market structure shift detection accuracy?

AI confirmation improves market structure shift detection accuracy by applying AI scoring to validate bullish and bearish setups. This mechanism filters lower-probability trades by assessing liquidity sweeps and MSS confluence across multiple timeframes.

Can I use market structure shift detection for multiple assets and timeframes?

Yes, you can apply market structure shift detection across multiple assets and timeframes. The system performs multi-timeframe aggregation and swing point detection to generate structured signals regardless of the specific symbol analyzed.

What are the limitations of relying on market structure shift signals?

Market structure shift signals rely on accurate swing point detection and liquidity sweep cues, meaning false breakouts can generate inaccurate reversal forecasts. Traders should use the provided AI confidence scores and structure context to filter low-probability setups.