Prometheus: Add Security Audit Report for vsvtrend-strategy

.kno/chunk_review.txt

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+
+=== File: VSVTrend.pine ===
+
+-- Chunk 1 --
+// /app/repos/repo_9/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="Стратегия ВКЛ/ИЗКЛ")
+use_supertrend = input.bool(true, title="Supertrend филтър")
+atrPeriod = input.int(10, title="ATR период")
+factor = input.float(3.0, title="Фактор")
+
+// === 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)
+
+=== File: README.md ===
+
+-- Chunk 1 --
+// /app/repos/repo_9/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

SECURITY_AUDIT_Prometheus-beta.md

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+# VSVTrend Trading Strategy: Comprehensive Security and Risk Analysis Report
+
+# Security Audit Report: VSVTrend Trading Strategy
+
+## Table of Contents
+- [Overview](#overview)
+- [Security Vulnerabilities](#security-vulnerabilities)
+- [Trading Logic Risks](#trading-logic-risks)
+- [Risk Management Issues](#risk-management-issues)
+- [Recommendations](#critical-recommendations)
+
+## Overview
+
+This security audit examines the VSVTrend trading strategy implemented in Pine Script, identifying critical vulnerabilities, logical weaknesses, and potential improvements in the trading algorithm's design and implementation.
+
+## Security Vulnerabilities
+
+### [1] Input Validation Weakness
+
+_File: VSVTrend.pine, Lines: 6-9_
+
+```pine
+atrPeriod = input.int(10, title="ATR период")
+factor = input.float(3.0, title="Фактор")
+sl = input.float(1.5, title="Стоп Лос (%)") / 100
+tp = input.float(3.0, title="Тейк Профит (%)") / 100
+```
+
+**Issue**: Lack of robust input parameter validation exposes the strategy to potential instability and unexpected behavior.
+
+**Risks**:
+- Unrestricted input ranges
+- Potential division by zero
+- No bounds checking
+
+**Suggested Fix**:
+```pine
+atrPeriod = math.max(1, math.min(input.int(10, title="ATR период"), 100))
+factor = math.max(0.1, math.min(input.float(3.0, title="Фактор"), 10.0))
+sl = math.max(0.01, math.min(input.float(1.5, title="Стоп Лос (%)") / 100, 0.5))
+tp = math.max(0.1, math.min(input.float(3.0, title="Тейк Профит (%)") / 100, 5.0))
+```
+
+## Trading Logic Risks
+
+### [2] Oversimplified Trading Decisions
+
+_File: VSVTrend.pine, Lines: 16-19_
+
+```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 trading decisions based solely on Supertrend direction without additional signal confirmation.
+
+**Risks**:
+- No multi-factor validation
+- Ignores broader market context
+- Potential false signals
+
+**Suggested Fix**:
+```pine
+// Add additional confirmation signals
+rsiConfirmation = ta.rsi(close, 14) > 50  // Example RSI confirmation
+longCond = show_strategy and (direction == 1) and rsiConfirmation
+shortCond = show_strategy and (direction == -1) and not rsiConfirmation
+```
+
+## Risk Management Issues
+
+### [3] Static Risk Parameters
+
+_File: VSVTrend.pine, Lines: 24-26_
+
+```pine
+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)
+```
+
+**Issue**: Fixed percentage-based stop loss and take profit without considering market volatility.
+
+**Risks**:
+- Uniform risk across different market conditions
+- No adaptive risk sizing
+- Potential over/under exposure
+
+**Suggested Fix**:
+```pine
+volatility = ta.atr(14)
+dynamicSL = sl * volatility
+dynamicTP = tp * volatility
+strategy.exit("TP/SL Long", from_entry="Long", profit=dynamicTP, loss=dynamicSL)
+```
+
+## Critical Recommendations
+
+1. Implement comprehensive input validation
+2. Add multi-signal confirmation logic
+3. Create dynamic risk management mechanisms
+4. Enhance strategy configurability
+5. Add comprehensive logging and error tracking
+
+## Severity Breakdown
+
+| Category | Severity |
+|----------|----------|
+| Input Validation | HIGH |
+| Trading Logic | CRITICAL |
+| Risk Management | HIGH |
+| Configurability | MEDIUM |
+
+**Note**: This audit provides guidance to improve the trading strategy's robustness, reliability, and risk management capabilities.