diff --git a/.kno/chunk_review.txt b/.kno/chunk_review.txt new file mode 100644 index 0000000..5eb0c7c --- /dev/null +++ b/.kno/chunk_review.txt @@ -0,0 +1,57 @@ + +=== File: README.md === + +-- Chunk 1 -- +// /app/repos/repo_3/README.md:1-19 +# VSVTrend Strategy + +**VSVTrend** is an advanced Pine Script strategy for TradingView, designed to maximize trade accuracy using adaptive indicators, a Supertrend filter, visual on/off toggle, and AI/ML-based false signal detection. + +## Key Features: +- Adaptive Stop Loss / Take Profit system +- Supertrend filter (toggleable) +- Visual on/off toggle button on the chart +- Full backtesting functionality +- AI/ML module for identifying potential false signals +- Works on all timeframes + +## Purpose +The goal is to create a perfect "alpha indicator" strategy, freely available and open to community suggestions for continuous improvement. + +## Project Structure +- `VSVTrend.pine` – main strategy code +- `data/sample_tradelog.csv` – trade log for model training +- `ml/model_train.py` – Python script for training ML model + +=== File: VSVTrend.pine === + +-- Chunk 1 -- +// /app/repos/repo_3/VSVTrend.pine:1-28 +//@version=5 +strategy("VSVTrend Strategy", overlay=true, default_qty_type=strategy.percent_of_equity, default_qty_value=10) + +// === INPUTS === +show_strategy = input.bool(true, title="Strategy ON/OFF") +use_supertrend = input.bool(true, title="Supertrend filter") +atrPeriod = input.int(10, title="ATR period") +factor = input.float(3.0, title="factor") + +// === SUPER TREND === +[supertrend, direction] = ta.supertrend(factor, atrPeriod) +plot(use_supertrend ? supertrend : na, color=direction ? color.green : color.red, title="Supertrend") + +// === УСЛОВИЯ ЗА ВХОД/ИЗХОД === +longCond = show_strategy and (direction == 1) +shortCond = show_strategy and (direction == -1) + +if (longCond) + strategy.entry("Long", strategy.long) +if (shortCond) + strategy.entry("Short", strategy.short) + +// === TP/SL === +sl = input.float(1.5, title="Стоп Лос (%)") / 100 +tp = input.float(3.0, title="Тейк Профит (%)") / 100 + +strategy.exit("TP/SL Long", from_entry="Long", profit=tp, loss=sl) +strategy.exit("TP/SL Short", from_entry="Short", profit=tp, loss=sl) diff --git a/.kno/embedding_SBERTEmbedding_1746605841209_fd74fd1/12790e96-51fe-49d7-a202-f3b929d16486/data_level0.bin b/.kno/embedding_SBERTEmbedding_1746605841209_fd74fd1/12790e96-51fe-49d7-a202-f3b929d16486/data_level0.bin new file mode 100644 index 0000000..5d80f3f Binary files /dev/null and b/.kno/embedding_SBERTEmbedding_1746605841209_fd74fd1/12790e96-51fe-49d7-a202-f3b929d16486/data_level0.bin differ diff --git a/.kno/embedding_SBERTEmbedding_1746605841209_fd74fd1/12790e96-51fe-49d7-a202-f3b929d16486/header.bin b/.kno/embedding_SBERTEmbedding_1746605841209_fd74fd1/12790e96-51fe-49d7-a202-f3b929d16486/header.bin new file mode 100644 index 0000000..074f5b8 Binary files /dev/null and b/.kno/embedding_SBERTEmbedding_1746605841209_fd74fd1/12790e96-51fe-49d7-a202-f3b929d16486/header.bin differ diff --git a/.kno/embedding_SBERTEmbedding_1746605841209_fd74fd1/12790e96-51fe-49d7-a202-f3b929d16486/length.bin b/.kno/embedding_SBERTEmbedding_1746605841209_fd74fd1/12790e96-51fe-49d7-a202-f3b929d16486/length.bin new file mode 100644 index 0000000..4257bb2 Binary files /dev/null and b/.kno/embedding_SBERTEmbedding_1746605841209_fd74fd1/12790e96-51fe-49d7-a202-f3b929d16486/length.bin differ diff --git a/.kno/embedding_SBERTEmbedding_1746605841209_fd74fd1/12790e96-51fe-49d7-a202-f3b929d16486/link_lists.bin b/.kno/embedding_SBERTEmbedding_1746605841209_fd74fd1/12790e96-51fe-49d7-a202-f3b929d16486/link_lists.bin new file mode 100644 index 0000000..e69de29 diff --git a/.kno/embedding_SBERTEmbedding_1746605841209_fd74fd1/chroma.sqlite3 b/.kno/embedding_SBERTEmbedding_1746605841209_fd74fd1/chroma.sqlite3 new file mode 100644 index 0000000..3e583dd Binary files /dev/null and b/.kno/embedding_SBERTEmbedding_1746605841209_fd74fd1/chroma.sqlite3 differ diff --git a/SECURITY_AUDIT_Prometheus-beta.md b/SECURITY_AUDIT_Prometheus-beta.md new file mode 100644 index 0000000..9596768 --- /dev/null +++ b/SECURITY_AUDIT_Prometheus-beta.md @@ -0,0 +1,160 @@ +# Pine Script VSVTrend Strategy: Comprehensive Security and Performance Audit + +# Pine Script Strategy Security Audit: VSVTrend + +## 📋 Table of Contents +- [Security Vulnerabilities](#security-vulnerabilities) +- [Trading Strategy Limitations](#trading-strategy-limitations) +- [Code Quality Concerns](#code-quality-concerns) +- [Performance Considerations](#performance-considerations) +- [Overall Risk Assessment](#overall-risk-assessment) + +## 🔒 Security Vulnerabilities + +### [1] Input Validation Weakness +_File: VSVTrend.pine, Lines 5-8_ + +```pine +atrPeriod = input.int(10, title="ATR period") +factor = input.float(3.0, title="factor") +``` + +**Issue**: No input range validation allowing arbitrary parameter configurations. + +**Potential Impact**: +- Unrestricted input could lead to unexpected strategy behavior +- Risk of setting extreme parameters that break strategy logic + +**Suggested Fix**: +```pine +atrPeriod = input.int(10, minval=1, maxval=50, title="ATR period") +factor = input.float(3.0, minval=0.1, maxval=10.0, title="factor") +``` + +### [2] Risk Management Gaps +_File: VSVTrend.pine, Lines 22-25_ + +```pine +sl = input.float(1.5, title="Стоп Лос (%)") / 100 +tp = input.float(3.0, title="Тейк Профит (%)") / 100 +``` + +**Issue**: Fixed percentage Take Profit/Stop Loss without adaptive mechanisms. + +**Potential Impact**: +- Inflexible risk management across different market conditions +- Potential for significant losses in volatile markets + +**Suggested Fix**: +- Implement dynamic TP/SL based on market volatility +- Use ATR or other volatility indicators to adjust stop loss/take profit + +## 🎯 Trading Strategy Limitations + +### [1] Single Indicator Dependency +_File: VSVTrend.pine, Lines 11-13_ + +```pine +[supertrend, direction] = ta.supertrend(factor, atrPeriod) +plot(use_supertrend ? supertrend : na, color=direction ? color.green : color.red) +``` + +**Issue**: Over-reliance on Supertrend without multi-indicator confirmation. + +**Potential Impact**: +- Higher risk of false signals +- Limited strategy robustness + +**Suggested Fix**: +- Integrate additional confirmation indicators +- Consider combining with: + - RSI + - Moving Averages + - MACD + - Volume indicators + +### [2] Simplistic Entry/Exit Logic +_File: VSVTrend.pine, Lines 15-20_ + +```pine +longCond = show_strategy and (direction == 1) +shortCond = show_strategy and (direction == -1) + +if (longCond) + strategy.entry("Long", strategy.long) +if (shortCond) + strategy.entry("Short", strategy.short) +``` + +**Issue**: Binary long/short signals without nuanced entry criteria. + +**Potential Impact**: +- Potential for low-quality trade entries +- Lack of sophisticated trade filtering + +**Suggested Fix**: +- Add additional entry confirmation rules +- Implement multi-timeframe analysis +- Use additional technical indicators for signal validation + +## 🛠 Code Quality Concerns + +### [1] Limited Error Handling +**Issue**: No explicit error management or trade validation. + +**Suggested Fix**: +- Implement comprehensive trade validation +- Add logging mechanisms +- Create fallback strategies for edge cases + +### [2] Hardcoded Parameters +_File: VSVTrend.pine, Lines 22-25_ + +```pine +sl = input.float(1.5, title="Стоп Лос (%)") / 100 +tp = input.float(3.0, title="Тейк Профит (%)") / 100 +``` + +**Issue**: Fixed percentage values without market context. + +**Suggested Fix**: +- Make parameters more configurable +- Implement market-adaptive calculations +- Add dynamic parameter adjustment based on market conditions + +## 🚀 Performance Considerations + +### [1] Computational Redundancy +_File: VSVTrend.pine, Lines 11-20_ + +**Issue**: Potential unnecessary recalculations of Supertrend. + +**Suggested Fix**: +- Optimize indicator calculations +- Cache intermediate results +- Minimize redundant computations + +## 🔍 Overall Risk Assessment + +### Risk Level: 🟠 MEDIUM + +**Strengths**: +- Solid foundational trading logic +- Clear strategy structure +- Flexible input parameters + +**Areas for Improvement**: +1. Enhanced risk management +2. Multi-indicator confirmation +3. Dynamic parameter adaptation +4. Robust error handling + +## 🚨 Disclaimer +- This analysis is based on static code review +- Actual trading performance requires comprehensive backtesting +- Always validate strategy under various market conditions + +**Recommended Next Steps**: +- Implement suggested fixes +- Conduct extensive backtesting +- Paper trade to validate strategy performance \ No newline at end of file