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作者 @zaharenok

zaharenok OpenClaw Workspace OpenClaw AI agent workspace - configuration, memory, skills, and automation scripts Discovery Metadata - Repository: zaharenok/o...

🃏 Poker Strategy - Complete Preflop System

Texas Hold'em GTO Strategy Python 3.10+ Complete


📚 Overview

Complete poker preflop strategy system based on Game Theory Optimal (GTO) principles. This repository contains preflop charts, an interactive Python trainer, online resources, and mathematical foundations for Texas Hold'em 6-Max cash games.

Perfect for: Beginners to intermediate players who want to master preflop play.


🎯 What's Included

📖 Complete Theory (PREFLOP_STRATEGY.md)

  • GTO-based ranges for every position
  • Equity tables and mathematics
  • Rules for different hand types
  • Position value analysis
  • Bankroll management tips

📊 Quick Reference Chart (PREFLOP_CHART_QUICK.txt)

  • Visual table for instant lookup
  • Color-coded actions (✅ RAISE | ❌ FOLD | ⚡ DEPENDS)
  • Print-ready format
  • All positions covered (UTG → BTN → Blinds)

🎮 Interactive Trainer (preflop_trainer.py)

  • Practice with random hands and positions
  • Real-time feedback on decisions
  • Score tracking and mistake analysis
  • Customizable question count
  • Progressive difficulty

🌐 Online Resources (ONLINE_RESOURCES.md)

  • Preflop Prodigy (Upswing Poker) — FREE solver-backed charts
  • GTO Wizard — Professional AI solver
  • Comparison of tools
  • Learning roadmap

📖 Quick Start (README.md)

  • 3 essential rules
  • Hand categories guide
  • Quick reference card
  • Next steps

📘 Complete Guide (COMPLETE_GUIDE.md)

  • Step-by-step learning plan
  • Progress tracking
  • Success metrics
  • Pro tips

🚀 Quick Start

Option 1: Train Now (10 minutes)

# Clone the repo
git clone https://github.com/zaharenok/poker-strategy.git
cd poker-strategy

# Run the trainer
python3 preflop_trainer.py

Option 2: Study First

# Read the complete guide
cat COMPLETE_GUIDE.md

# Then practice
python3 preflop_trainer.py

Option 3: Use Online Tools

  1. Open Preflop Prodigy: https://upswingpoker.com/preflop/
  2. Choose your position
  3. Study the solver-backed charts
  4. Come back here to practice

📊 Core Concepts

The 3 Golden Rules:

  1. Never limp (except pairs 22-99 for set-mining)
  2. Position > Cards (BTN is always better than UTG)
  3. Tight is right (start tight, expand later)

Position Value:

PositionProfit (BB/100)Action
BTN+30Raise wide
CO+10Raise wide
MP0Be selective
UTG-10Only premium

Hand Categories:

  • 🔥 Premium: AA, KK, QQ, AK → Always raise
  • 💪 Strong: JJ, TT, AQ, KQ → Raise from position
  • 🎲 Speculative: Suited connectors, small pairs → Deep stacks only
  • ❌ Trash: Weak offsuit → Always fold

🎓 Learning Path

Week 1: Foundation

  • Read COMPLETE_GUIDE.md
  • Understand position value
  • Learn "green zone" hands (RAISE ALWAYS)
  • Practice with trainer (20 questions/day)

Week 2-3: Practice

  • Daily trainer: 20 questions
  • Focus on weak positions
  • Use Preflop Prodigy for verification
  • Goal: 80%+ accuracy

Week 4: Mastery

  • Try GTO Wizard (free trial)
  • Analyze your own hands
  • Study postflop play
  • Goal: 90%+ accuracy

🛠️ Technical Details

Trainer Script (preflop_trainer.py)

  • Language: Python 3.10+
  • Dependencies: None (standard library only)
  • Features:
    • Random hand generation
    • Position-based ranges
    • Real-time feedback
    • Score tracking
    • Mistake analysis by position

Usage:

# Interactive mode
python3 preflop_trainer.py

# Specify question count
echo -e "20\n" | python3 preflop_trainer.py

# Run multiple rounds
for i in {1..5}; do echo -e "10\n" | python3 preflop_trainer.py; done

🌐 Free Online Tools

Preflop Prodigy (Upswing Poker)

GTO Wizard

  • URL: https://gtowizard.com
  • Cost: Freemium (free trial available)
  • Features:
    • AI solver (millions of spots)
    • Practice trainer
    • Game analysis
    • ICM support

📈 Progress Tracking

Success Metrics:

  • Beginner: 70%+ accuracy on trainer
  • Intermediate: 80%+ accuracy, know "green zone"
  • Advanced: 90%+ accuracy, use GTO Wizard
  • Expert: Sustained profit, postflop mastery

Common Mistakes:

  • ❌ Limping with premium hands
  • ❌ Calling 3-bets with weak hands
  • ❌ Defending too wide OOP
  • ❌ Playing trash hands from UTG

💡 Pro Tips

✅ DO:

  • Follow position guidelines
  • Study with Preflop Prodigy
  • Practice daily with trainer
  • Review your mistakes
  • Start tight, expand later

❌ DON'T:

  • Don't limp with AA-QQ
  • Don't call 3-bets with weak hands
  • Don't auto-pilot (think!)
  • Don't neglect position
  • Don't play trash hands

📁 File Structure

poker-strategy/
├── README.md                   ← This file
├── COMPLETE_GUIDE.md           ← 📘 Full guide (START HERE!)
├── PREFLOP_STRATEGY.md         ← 📖 Theory + math
├── PREFLOP_CHART_QUICK.txt     ← 📊 Quick chart (printable!)
├── preflop_trainer.py          ← 🎮 Interactive trainer
├── ONLINE_RESOURCES.md         ← 🌐 Free + paid tools
└── LICENSE                     ← MIT License

🤝 Contributing

This is a personal project for learning purposes. However, suggestions and improvements are welcome!

  1. Fork the repo
  2. Create a feature branch
  3. Make your changes
  4. Submit a pull request

📄 License

This project is licensed under the MIT License - see the LICENSE file for details.


🎓 Acknowledgments

  • Upswing Poker — Preflop Prodigy (free charts)
  • GTO Wizard — Solver technology and education
  • Matthew Janda — "Applications of No-Limit Hold'em"
  • Sklansky & Miller — "No Limit Hold'em: Theory and Practice"

📞 Support

For questions or feedback:

  • Open an issue on GitHub
  • Study the COMPLETE_GUIDE.md
  • Use the preflop_trainer.py to practice

🚀 Next Steps

  1. Star this repo if you find it helpful
  2. 📖 Read the complete guide
  3. 🎮 Practice with the trainer
  4. 🌐 Explore Preflop Prodigy
  5. 📈 Track your progress

Remember: Position > Cards | Tight is Right | Practice Makes Perfect

Made with love For Poker Players Based on GTO

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