SkillsLib.ai

Technical Pattern Recognition and Validation Framework

Identify and validate chart patterns with technical confluence scoring

3.3(4 reviews)
100+ downloads
Updated Sep 2026

What You Can Do

Systematically identify chart patterns and validate them using technical confluence scoring. You get actionable trade setups with entry/exit levels and risk/reward analysis based on multiple indicator confirmation. Filter false signals and improve your trade quality by combining technical indicators in a disciplined framework.

Features

Multi-Pattern Recognition

You can identify reversals (head & shoulders, double tops/bottoms, inverse patterns), continuations (flags, pennants, wedges), and trend patterns with automatic classification and structural analysis

Technical Confluence Scoring

You validate patterns across multiple indicators (RSI, MACD, Bollinger Bands, volume) and receive a composite score (0-10) that weights confirmation signals for pattern quality

Trade Setup Generation

You get precise entry points at pattern breakout levels, stop loss placements at structural support, and profit targets based on pattern geometry and risk/reward ratios

Risk/Reward Calculation

You calculate exact risk exposure versus potential profit for each setup, enabling disciplined position sizing and trade filtering by your preferred risk/reward thresholds

Multi-Timeframe Analysis

You analyze patterns across daily, 4-hour, and intraday charts simultaneously to identify confluence setups where higher timeframe patterns align with lower timeframe entries

False Signal Filtering

You reduce whipsaw trades through validation rules that check volume confirmation, momentum divergence, and structural support before triggering entries

Pattern Probability Assessment

You receive confidence metrics based on pattern completeness, confluence strength, and alignment with market structure to prioritize high-probability setups

Backtesting Compatibility

You get structured output (entry, stop, target, confluence score) formatted for testing your pattern-based strategies against historical price action

Example Output

Pattern Detected: Inverse Head & Shoulders (Bullish Reversal)

  • Timeframe: 4-hour
  • Confluence Score: 8.2/10
  • Indicators confirming:
    • RSI: Oversold (22) with bullish divergence ✓
    • MACD: Bullish crossover on histogram ✓
    • Volume: Increasing on neckline approach ✓
    • Bollinger Bands: Price testing lower band ✓

Trade Setup:

  • Entry: $2,875 (neckline break with volume)
  • Stop Loss: $2,820 (left shoulder low)
  • Target 1: $2,920 (pattern height projection)
  • Target 2: $2,960 (extended profit target)
  • Risk/Reward: 1:2.1 (favorable setup)
  • Confidence: High quality pattern with strong confluence

Pattern Detected: Bearish Double Top (Distribution)

  • Timeframe: Daily
  • Confluence Score: 6.8/10
  • Technical analysis: Lower volume on second peak, RSI divergence, support at $4,200 provides clear invalidation
  • Action: Wait for neckline break below $4,150 on increased volume before shorting

What's Included

  • Pattern Recognition Framework: You get a systematic rule set for identifying 12+ chart patterns, including structural requirements, volume characteristics, and timeframe specifications
  • Confluence Validation Checklist: You receive a weighted scoring system across RSI, MACD, Bollinger Bands, volume, and price structure to quantify pattern quality
  • Trade Management Workflow: You follow a step-by-step process from pattern spotting through entry validation to target achievement and trade closure
  • Risk Calculation Templates: You get spreadsheet-ready formulas to compute position size, stop loss impact, and target profit based on your account size and risk tolerance
  • Multi-Timeframe Correlation Guide: You learn which timeframe combinations produce the highest-probability setups (e.g., daily structure + 4-hour entry trigger)
  • False Signal Reference: You receive common pattern failures and how to avoid them, including stop-run scenarios and mean reversion traps

Who It's For

  • Day Traders
  • Swing Traders
  • Technical Analysts
  • Quantitative Traders
  • Investment Advisors

Best For

  • Identifying breakout and reversal setups in stocks, forex, and crypto
  • Validating chart patterns before committing capital
  • Multi-timeframe confluence analysis across daily and intraday charts
  • Quantifying risk/reward for pattern-based trades
  • Developing and backtesting pattern recognition strategies

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