Stop Cluster Magnet Map [AGPro Series]Stop Cluster Magnet Map
🧠 Core Idea
Where are clustered stops likely sitting, and is price being pulled toward them or rejecting after a sweep?
📌 Overview / What it does
Stop Cluster Magnet Map is a rule-based liquidity and market-structure visualization tool designed to identify repeated swing-high and swing-low areas where stop orders may cluster.
The script maps upper and lower stop-cluster zones, grades their quality, tracks magnet pressure, and highlights potential sweep or rejection behavior after price interacts with those zones.
It does not predict future price direction, automate trades, or claim that any stop cluster must be taken. It only visualizes structural conditions that may deserve attention.
🎯 Purpose & Design Philosophy
This script was built to solve a common chart-reading problem: traders often talk about liquidity above highs or below lows, but many tools do not clearly separate clustered stop areas from random swing points.
The design goal is to make stop-cluster context visible at a glance without turning the chart into a noisy signal machine.
It helps traders who study price action, liquidity sweeps, equal highs, equal lows, stop hunts, and structural reaction zones.
⚡ Why This Script Is Different
Most tools mark every swing high or swing low as if each level has the same importance.
This script does NOT treat every pivot as meaningful liquidity.
Instead, it looks for repeated nearby swing points, builds a mapped stop-cluster zone, grades the cluster, tracks magnet pressure, and separates sweep behavior from simple proximity.
⚙️ Methodology
1. Context Detection
The script detects confirmed swing highs and swing lows using a configurable pivot length.
2. Reference Mapping
Nearby repeated swing highs are grouped into an upper stop cluster, while nearby repeated swing lows are grouped into a lower stop cluster.
3. Reaction Evaluation
The script evaluates distance, recency, number of touches, sweep events, and post-sweep close behavior.
4. Visual Output
The active stop-cluster zones, magnet rail, right-side tags, event labels, and decision panel are displayed using a clean AGPro visual hierarchy.
🗺️ How to Read the Chart
Zones represent areas where repeated highs or lows have created potential clustered stops.
Labels identify important events such as upper stops, lower stops, magnet pressure, and sweep behavior.
Colors follow the AGPro visual language: teal for lower-side or recovery-oriented context, pink for upper-side or risk-oriented context, yellow for neutral attention, and indigo for magnet reference.
The panel summarizes the current magnet state, score, upper/lower cluster quality, cluster prices, sweep risk, next context, and active timeframe.
🚦 Signals & States
• UPPER STOPS → repeated swing highs have formed a valid upper stop cluster
• LOWER STOPS → repeated swing lows have formed a valid lower stop cluster
• UPSIDE MAGNET → price is near a higher-quality upper stop cluster
• DOWNSIDE MAGNET → price is near a higher-quality lower stop cluster
• UPPER SWEEP → price moved above the upper cluster and closed back inside
• LOWER SWEEP → price moved below the lower cluster and closed back inside
• BALANCED CLUSTERS → both upper and lower clusters are active, with no dominant side
🔔 Alerts Logic
Alerts can trigger when a new upper or lower stop cluster becomes valid, when price sweeps a stop cluster and closes back inside, or when the dominant magnet side changes.
These alerts are attention markers only. They are not buy or sell signals.
🧩 Confluence Logic (Optional)
The context becomes stronger when a valid stop cluster has multiple touches, remains recent, price approaches the cluster, and sweep behavior appears with a close back inside the mapped zone.
Cluster quality plus proximity plus reaction behavior creates a stronger read than any single condition alone.
📊 When to Use
• Around equal highs or equal lows
• During range-bound markets where stop pools may form
• Before or after liquidity sweeps
• When price is approaching a visible cluster of prior swing points
• When evaluating whether a move is targeting external liquidity
⚠️ When NOT to Use
• In extremely illiquid markets
• During chaotic news-driven candles
• When price history is too short to build reliable clusters
• When the chart is dominated by random spikes rather than readable structure
• As a standalone entry or exit system
🎛️ Key Inputs
• Swing Pivot Length → controls how swing highs and lows are confirmed
• Cluster Validity Lookback → controls how long a cluster remains relevant
• Minimum Cluster Touches → controls how many nearby pivots are needed
• Cluster Width ATR → controls how wide each stop-cluster grouping can be
• Magnet Nearness ATR → controls how sensitive magnet proximity becomes
• Visual settings → control zones, labels, right-side tags, panel, and font sizes
🖥️ Interface & Visual Design
The interface is designed for fast chart reading.
The panel gives the current decision context. Zones show where clustered stops may sit. Labels mark key events. Right-side tags keep current levels readable without forcing the trader to inspect every candle.
The layout is intentionally clean, premium, and structured for public-chart screenshots.
🧪 Practical Usage Workflow
1. Read the panel to identify the current magnet state.
2. Check whether the upper or lower stop-cluster zone is active.
3. Watch how price behaves near the mapped cluster.
4. Evaluate whether a sweep closes back inside or continues beyond the zone.
5. Use broader market context before making any decision.
🔍 Interpretation Guidelines
A strong stop cluster does not mean price must move there.
A sweep does not automatically mean reversal.
The best interpretation comes from combining cluster quality, distance, market structure, volume behavior, volatility, and the trader's own higher-timeframe context.
🚫 What This Script Is NOT
This script is not a prediction engine.
It is not financial advice.
It is not an automated trading system.
It does not provide guaranteed signals.
It does not know where actual broker stop orders are placed.
⚠️ Limitations & Transparency
The script estimates stop-cluster areas using visible chart structure only.
Different timeframes may show different clusters.
High volatility can expand zones and change quality scores quickly.
Market conditions can shift, and a previously important cluster may lose relevance over time.
🧠 Market Context Notes (Optional)
Stop clusters often matter because repeated highs and lows can become obvious reference points.
When many traders see the same level, price may react around that area, sweep it, reject from it, or continue through it.
This script is designed to make that structural pressure easier to observe.
🧾 Use Case Examples (Optional)
When price approaches an upper stop cluster with a high quality score, the trader can monitor whether the market sweeps above it and closes back inside.
When lower stops cluster beneath a range, the trader can watch whether price is being pulled toward downside liquidity or rejecting before reaching it.
🧱 System Philosophy (Advanced)
The AGPro approach focuses on structured decision support, not hype.
This script turns repeated swing references into a readable liquidity map so traders can evaluate context instead of reacting to isolated candles.
🔐 Non-Promise Statement
No script can guarantee outcomes.
Stop-cluster mapping is a contextual tool, not certainty.
📉 Risk Disclosure
Trading involves risk.
Users are fully responsible for their own analysis, risk management, and trading decisions.
This script is provided for educational and analytical purposes only and does not constitute financial advice.
📚 Educational Note (Optional)
Use this tool to study how repeated highs, repeated lows, sweeps, and reactions appear across different timeframes.
The goal is to improve market observation, not to replace disciplined analysis.
Pine Script®指標
