PacifiqueTrade Indicator 2.0

Live System: Running 24/7 on Windows Task Scheduler

Repository: GitHub

Project Overview

Purpose

PacifiqueTrade Indicator 2.0 is a professional-grade automated Forex trading signal system designed for systematic traders who trade GBP/USD, EUR/USD, and USD/JPY pairs. The system combines fundamental analysis, multi-timeframe technical analysis, and institutional liquidity zone detection to generate high-probability trading signals with automated Telegram notifications.

Target Audience

Systematic Forex Traders: Traders using rule-based strategies
News Traders: Traders focusing on high-impact economic events
Swing Traders: Position traders holding 1-3 days
Professional Traders: Those seeking automated market screening

Value Proposition

🕐 Pre-Market Alerts: T-4h, T-2h, T-15min, T-0 notifications
📰 Fundamental Screening: Forex Factory economic calendar integration
📊 Multi-Timeframe Analysis: H4/H1 trend confirmation
💧 Liquidity Zone Detection: Equal Highs/Lows, Stop-Hunts, Fair Value Gaps
📱 Telegram Integration: Real-time notifications with TradingView links
🛡️ Risk Management: 3-part SL/TP system (1% risk per trade)
🤖 Fully Automated: 24/7 monitoring via Windows Task Scheduler

System Architecture Flowchart

The flowchart above illustrates the complete 4-phase trading workflow from fundamental screening to entry confirmation.

API Integration Flow

Shows how the system integrates with Forex Factory, yfinance, and Telegram APIs.

Strategy Design

4-Phase Trading Strategy

The PacifiqueTrade system implements a rigorous 4-phase approach:

Phase 1 (T-4h): Fundamental Screening
    ↓
  High-impact news detected?
    ↓ YES
Phase 2 (T-2h): Technical Analysis (H4/H1)
    ↓
  Trend aligns with fundamental?
    ↓ YES
Phase 3 (T-15min): Liquidity Zone Detection (M15)
    ↓
  Price near key liquidity zone?
    ↓ YES
Phase 4 (T-0): Market Open Confirmation
    ↓
  Market reaction confirms entry?
    ↓ YES → ENTER TRADE

User Stories

Epic 1: Fundamental Analysis

ID	As a...	I want to...	So that I can...	Priority
1.1	Trader	Receive T-4h pre-market alerts	Prepare for high-impact news	Must Have
1.2	Trader	See which currency will be affected	Anticipate market direction	Must Have
1.3	Trader	Know event name, forecast, previous	Make informed decisions	Must Have
1.4	Trader	Filter only 3-bull/red-flag events	Focus on impactful news	Must Have

Epic 2: Technical Confirmation

ID	As a...	I want to...	So that I can...	Priority
2.1	Trader	Receive T-2h trend confirmation	Validate fundamental direction	Must Have
2.2	Trader	See H4 and H1 trend alignment	Confirm multi-timeframe bias	Must Have
2.3	Trader	Know EMA50/200 positioning	Identify trend strength	Must Have
2.4	Trader	See Higher Highs/Lower Lows	Confirm momentum	Should Have

Epic 3: Liquidity Zone Detection

ID	As a...	I want to...	So that I can...	Priority
3.1	Trader	Detect Equal Highs/Lows	Identify institutional zones	Must Have
3.2	Trader	Find Stop-Hunt zones	Anticipate liquidity sweeps	Must Have
3.3	Trader	Locate Fair Value Gaps	Enter at premium/discount	Must Have
3.4	Trader	Receive T-15min "Ready to Trade" alert	Prepare for market open	Must Have

Epic 4: Entry Confirmation & Risk Management

ID	As a...	I want to...	So that I can...	Priority
4.1	Trader	Receive T-0 entry confirmation	Execute with confidence	Must Have
4.2	Trader	Get calculated SL/TP levels	Manage risk automatically	Must Have
4.3	Trader	See position size (lots)	Risk exactly 1% per trade	Must Have
4.4	Trader	Get TradingView chart link	See visual entry zone	Should Have
4.5	Trader	Track position with real-time updates	Monitor TP hits and trailing stops	Should Have

Epic 5: Position Monitoring

ID	As a...	I want to...	So that I can...	Priority
5.1	Trader	Receive TP1 hit notification	Move to breakeven	Must Have
5.2	Trader	Receive TP2 hit notification	Close 33% at +2R	Must Have
5.3	Trader	Receive TP3 hit notification	Exit remaining position	Must Have
5.4	Trader	Get trailing stop updates	Lock in profits	Should Have
5.5	Trader	Get final P&L summary	Review trade performance	Should Have

System Flowcharts

Phase 1: Fundamental Screening

Phase 2: Technical Analysis

Phase 3: Liquidity Detection

Phase 4: Entry Confirmation

Features

Existing Features

F1: Fundamental Analysis (T-4h)

Forex Factory Integration: Real-time economic calendar scraping
High-Impact Filtering: Only 3-bull/red-flag events (NFP, CPI, Rate Decisions)
Telegram Notification: Pre-market alert 4 hours before London/NY open
Currency Mapping: Automatic pairing (USD CPI → GBP/USD, EUR/USD signals)
Event Details: Forecast, previous value, impact rating

Example Alert:

🔔 PRE-MARKET ALERT 🔔

📊 Pair: GBP/USD
🌍 Event: US CPI
⚡ Impact: 🔴🔴🔴 HIGH

📈 Expected Direction: USD Weaker (Bullish GBP/USD)

📋 Data:
  • Forecast: 3.2%
  • Previous: 3.5%

⏰ Market Opens In: 4 hours

💡 Note: Get ready for technical analysis in 2 hours.

F2: Multi-Timeframe Technical Analysis (T-2h)

H4 Trend Detection: EMA50/200 crossover + Higher High/Lower Low pattern
H1 Confirmation: Secondary timeframe validation
Trend Strength: Weak (1), Moderate (2), Strong (3)
Alignment Check: Fundamental vs Technical direction matching
Telegram Alert: "Technical Confirmation" or "Conflicting - No Trade"

Example Alert:

📊 TECHNICAL CONFIRMATION 📊

📈 Pair: GBP/USD
💹 Current Price: 1.27450

🎯 Fundamental: USD Weaker (Bullish GBP/USD)

📉 H4 Trend: BULLISH (Strength: 3)
  • EMA50: 1.27200
  • EMA200: 1.26800

📈 H1 Trend: BULLISH (Strength: 2)

✅ Alignment: CONFIRMED - Trend matches fundamental!

⏰ Next Step: Final check in 1h 45min

F3: Liquidity Zone Detection (T-15min)

Equal Highs/Lows: Multiple swing highs/lows at same level (resistance/support)
Stop-Hunt Zones: Fake breakouts followed by reversals
Fair Value Gaps (FVG): 3-candle imbalances (institutional entry zones)
Proximity Filter: Only signals when price is within 0.3% of zone
TradingView Link: Direct chart access with entry zone highlighted
Complete Signal: Entry, SL, TP1/2/3, position size, R:R ratio

Example Alert:

🚨 READY TO TRADE 🚨

🟢 Pair: GBP/USD
📍 Direction: LONG
⚡ Strength: STRONG

💰 ENTRY DETAILS:
  • Entry Price: 1.27000
  • Position Size: 0.20 lots
  • Risk Amount: $100.00

🎯 Entry Zone: Equal Lows @ 1.26950

🛑 STOP LOSS (3-Part System):
  • SL: 1.26500
  • Part 1 (33%): Move to BE at TP1
  • Part 2 (33%): Close at TP2
  • Part 3 (34%): Trail to TP3+

🎯 TAKE PROFIT LEVELS:
  • TP1: 1.27500 (+1R)
  • TP2: 1.28000 (+2R)
  • TP3: 1.28500 (+3R)

📊 Risk/Reward: 1:3.0

⏰ Market Opens: 15 minutes

📊 Chart: Open on TradingView

✅ Action: Prepare to enter on market open!

F4: Entry Confirmation (T-0, Market Open)

Market Reaction Monitor: Checks first 5-min candle after open
Volume Confirmation: Ensures volume >150% of average
Price Action: Validates bullish/bearish breakout
TradingView Link: 5-minute chart for precise entry
Binary Decision: "Entry Confirmed" or "Signal Cancelled"

Example Alert (Confirmed):

✅ ENTRY CONFIRMED ✅

📊 Pair: GBP/USD
📍 Direction: LONG
💰 Entry Price: 1.27020

🎯 Market Reaction: Strong bullish breakout
📈 Volume: +175% above average

✅ Status: ALL SYSTEMS GO!

📊 Chart: Open on TradingView

💡 Action: Enter the trade now!
📝 Remember: Follow your SL/TP plan exactly

Example Alert (Cancelled):

❌ SIGNAL CANCELLED ❌

📊 Pair: GBP/USD
📍 Direction: LONG

⚠️ Reason: Weak market reaction - volume only +80%

💡 Action: DO NOT ENTER
🔍 Status: Wait for next opportunity

Remember: Not every signal becomes a trade. We only take HIGH PROBABILITY setups!

F5: Position Monitoring (Real-Time)

TP1 Hit Alert: Move 33% to breakeven
TP2 Hit Alert: Close 33% at +2R, move stop to +1R
TP3 Hit Alert: Close remaining 67%, full exit
Trailing Stop Updates: Dynamic stop adjustments beyond +2R
Final P&L Summary: Complete trade statistics

Example Alerts:

TP1 Hit:

🎯 TP1 HIT! 🎯

📊 Pair: GBP/USD (LONG)

💰 Current Status:
  • Entry: 1.27000
  • TP1: 1.27500
  • Profit: 50 pips ($100.00)
  • R-Multiple: +1.0R

✅ Action Taken: Moved 33% to breakeven (SL: 1.27000)

💡 Let profits run on remaining 67%!

Final Exit:

🎉 POSITION FULLY CLOSED 🎉

📊 Pair: GBP/USD (LONG)

💰 Final Results:
  • Entry: 1.27000
  • Exit Average: 1.28200
  • Total Profit: 120 pips ($360.00)
  • R-Multiple: +3.6R
  • Duration: 4h 23min

✅ Trade Grade: EXCELLENT

📊 Next: Wait for next setup!

F6: Automated Scheduling (24/7)

Windows Task Scheduler Integration: Auto-start on boot
Cron-Based Triggers:
- 04:00 UTC / 09:30 UTC - Fundamental Screening
- 06:00 UTC / 11:30 UTC - Technical Analysis
- 07:45 UTC / 13:15 UTC - Signal Generation
- 08:00 UTC / 13:30 UTC - Market Reaction
Auto-Restart on Failure: Watchdog script restarts every 10 seconds
Logging: Complete audit trail in logs/pacifique_trade.log

F7: Risk Management System

Position Sizer: Calculates exact lot size for 1% risk
3-Part SL/TP:
- Part 1 (33%): Breakeven at +1R
- Part 2 (33%): +2R exit
- Part 3 (34%): Trailing to +3R+
SL/TP Calculator: ATR-based or EMA21-based levels
Trailing Stop Manager: Dynamic stop adjustment beyond +2R
Risk/Reward Filter: Minimum 1:2 R:R ratio required

F8: Comprehensive Logging

Structured Logging: Timestamp, level, module, message
Rotating Logs: Automatic archiving at 10MB
Log Levels: DEBUG, INFO, WARNING, ERROR, CRITICAL
Real-Time Monitoring: Get-Content -Wait support
Error Tracking: Full stack traces for debugging

Future Features

Feature	Description	Priority	Status
Backtesting Engine	Historical strategy validation	High	Planned
Web Dashboard	Real-time monitoring interface (Flask)	Medium	Planned
TradingView Pine Script	Overlay indicator with alerts	High	Planned
PostgreSQL Database	Signal logging and analytics	Medium	Planned
ML Price Prediction	Machine learning signal enhancement	Low	Research
Email Notifications	Alternative to Telegram	Low	Planned
Multi-Account Support	Manage multiple trading accounts	Low	Planned
WhatsApp Integration	Additional notification channel	Low	Idea

System Architecture

Data Flow Diagram

Module Structure

┌─────────────────────────────────────────────────────────────┐
│                    PACIFIQUETRADE SYSTEM                    │
├─────────────────────────────────────────────────────────────┤
│                                                             │
│  ┌──────────────┐   ┌──────────────┐   ┌──────────────┐     │
│  │   DATA       │   │   ANALYSIS   │   │     RISK     │     │
│  │  ──────────  │   │  ──────────  │   │  ──────────  │     │
│  │ Forex Factory│   │ Fundamental  │   │Position Sizer│     │
│  │   yfinance   │───│ Trend Detect │───│  SL/TP Calc  │     │
│  │    Cache     │   │ Liquidity    │   │ Trailing Stop│     │
│  └──────────────┘   │ Signal Gen   │   └──────────────┘     │
│                     └──────────────┘                        │
│                            │                                │
│  ┌──────────────┐   ┌──────────────┐   ┌──────────────┐     │
│  │ NOTIFICATION │   │  SCHEDULER   │   │   LOGGING    │     │
│  │  ──────────  │   │  ──────────  │   │  ──────────  │     │
│  │   Telegram   │───│ APScheduler  │───│  File Logger │     │
│  │   Messages   │   │  Cron Jobs   │   │Console Logger│     │
│  └──────────────┘   └──────────────┘   └──────────────┘     │
│                                                             │
└─────────────────────────────────────────────────────────────┘

Component Interaction

Component	Input	Processing	Output
Forex Factory API	Economic calendar URL	HTML parsing → Event objects	High-impact news list
Market Data Fetcher	Symbol + timeframe	yfinance API call	OHLCV DataFrame
Fundamental Analyzer	News events + pairs	Currency mapping → Direction	Fundamental signals
Trend Detector	OHLCV data	EMA calculation → HH/HL detection	Trend analysis
Liquidity Detector	M15 data	Equal H/L + Stop-Hunt + FVG	Liquidity zones
Signal Generator	All analysis results	Combine + filter	Trading signals
Position Sizer	Account balance + risk %	ATR calculation	Lot size
SL/TP Calculator	Entry + direction	ATR or EMA-based	SL/TP levels
Telegram Notifier	Signal object	Message formatting	Telegram alert
Job Scheduler	Cron expressions	APScheduler triggers	Automated execution

Technologies Used

Core Languages & Frameworks

Technology	Version	Purpose
Python	3.10+	Main programming language
APScheduler	3.10.4	Job scheduling (cron-based)
yfinance	0.2.28	Market data (H4, H1, M15)
pandas	2.1.3	Data manipulation
numpy	1.26.2	Numerical calculations

API & Data Sources

Service	Purpose	Rate Limits
Forex Factory	Economic calendar	Free (no limits)
Yahoo Finance	OHLCV data	Free (no limits)
Telegram Bot API	Notifications	30 messages/second

Notification & Communication

Technology	Version	Purpose
python-telegram-bot	20.7	Telegram integration
requests	2.31.0	HTTP requests

Utilities

Technology	Version	Purpose
python-dotenv	1.0.0	Environment variables
beautifulsoup4	4.12.2	HTML parsing
lxml	4.9.3	XML parsing
pytz	2023.3	Timezone handling

Development Tools

Tool	Purpose
Git	Version control
GitHub	Repository hosting
VS Code	Code editor
PowerShell	Scripting & automation
Draw.io	Flowcharts & diagrams

Agile Methodology

GitHub Projects Board

This project was developed using Agile principles with GitHub Projects.

Board Link: PacifiqueTrade Project Board

Sprint Structure

Sprint	Duration	Focus	Deliverables
Sprint 1	Week 1-2	Core Infrastructure	Config, APIs, Data fetching
Sprint 2	Week 3-4	Analysis Modules	Fundamental, Trend, Liquidity
Sprint 3	Week 5	Automation & Alerts	Scheduler, Telegram, Position Monitor
Sprint 4	Week 6	Testing & Optimization	Unit tests, Bug fixes, Documentation

User Stories Management

All user stories were tracked as GitHub Issues with:

Labels: Must Have, Should Have, Could Have, Won't Have
Acceptance Criteria: Clear definition of done
Tasks: Checkbox list for implementation steps
Linked Epics: Grouped by trading phase

Testing

Automated Testing

Python Unit Tests

# Run all tests
python test_all.py

# Run with verbose output
python -m pytest tests/ -v

# Run with coverage
coverage run test_all.py
coverage report

Test Coverage: 14/14 tests passing (100% success rate)

Test Modules:

✅ Core Configuration
✅ Enums & Exceptions
✅ Forex Factory API
✅ Market Data (yfinance)
✅ Fundamental Analysis
✅ Trend Detection
✅ Liquidity Zone Detection
✅ Signal Generator
✅ Position Sizer
✅ SL/TP Calculator
✅ Trailing Stop Manager
✅ Message Templates
✅ Telegram Bot
✅ Job Scheduler

Manual Testing

Telegram Bot Testing

Test Case	Input	Expected Output	Result
Startup Notification	`python main.py --schedule`	"🚀 System Started" message	✅ Pass
Pre-Market Alert	High-impact news detected	T-4h alert with event details	✅ Pass
Technical Confirmation	H4/H1 trend aligned	T-2h confirmation alert	✅ Pass
Ready to Trade	All conditions met	T-15min signal with SL/TP	✅ Pass
Entry Confirmed	Volume >150%, bullish	T-0 entry confirmation	✅ Pass
Entry Cancelled	Weak volume	T-0 cancellation notice	✅ Pass
TP1 Hit	Price reaches TP1	"🎯 TP1 HIT!" alert	✅ Pass
Position Closed	All TPs hit	Final P&L summary	✅ Pass

Validator Testing

Python Code Quality

Tool	Purpose	Status
flake8	PEP 8 compliance	✅ 0 errors
pylint	Code quality	✅ 9.2/10 rating
black	Code formatting	✅ All formatted
mypy	Type checking	✅ No issues

Configuration Validation

# Validate .env file
python -c "from core.config import config; config.validate_all()"
# Output: ✅ All configuration validated successfully

Bugs

Resolved Issues

Bug #1: Forex Factory 403 Forbidden

Issue: Forex Factory blocked our request (403)
Cause: Missing User-Agent header
Fix: Added realistic User-Agent + fallback to mock data
Status: ✅ Resolved

Bug #2: Liquidity Zone KeyError 'time'

Issue: KeyError: 'time' in _detect_equal_highs()
Cause: DataFrame index name mismatch after reset_index()
Fix: Used iterrows() instead of column access
Status: ✅ Resolved

Bug #3: Position Monitor Not Starting

Issue: 'self' doesn't exist in module-level code
Cause: Position Monitor initialized outside JobScheduler.__init__()
Fix: Moved initialization inside __init__() method
Status: ✅ Resolved

Bug #4: Message Templates f-string Error

Issue: SyntaxError: '{' was never closed
Cause: Unclosed { in multi-line f-string
Fix: Rewrote all multi-line f-strings as concatenated strings
Status: ✅ Resolved

Bug #5: Telegram Not Sending Messages

Issue: No Telegram notifications arriving
Cause: TELEGRAM_ENABLED=false in .env
Fix: Changed to TELEGRAM_ENABLED=true
Status: ✅ Resolved

Known Issues

Issue	Description	Impact	Workaround
Forex Factory Blocking	Occasional 403 errors	Low	Falls back to mock data
yfinance Data Gaps	Weekend/holiday missing data	Low	Forward-fill missing bars
API Rate Limits	None currently (free APIs)	None	N/A

Installation & Deployment

Prerequisites

Required Software:

Python 3.10 or higher
Git
Windows 10/11 (for Task Scheduler)

Required Accounts:

Telegram account
Telegram bot (created via @BotFather)

Local Setup

Step 1: Clone Repository

cd C:\Users\YourName\Desktop
git clone https://github.com/SteveDok22/PacifiqueTrade-indicator2.0.git
cd PacifiqueTrade-indicator2.0

Step 2: Create Virtual Environment

python -m venv venv
.\venv\Scripts\Activate.ps1

Step 3: Install Dependencies

pip install -r requirements.txt

Step 4: Configure Environment

# Copy template
copy .env.example .env

# Edit with your credentials
notepad .env

Required .env Variables:

TELEGRAM_BOT_TOKEN=7980796551:AAH...
TELEGRAM_CHAT_ID=434313972
TELEGRAM_ENABLED=true

TRADING_PAIRS=GBP/USD,EUR/USD,USD/JPY
RISK_PERCENTAGE=1.0
ACCOUNT_BALANCE=10000

LOG_LEVEL=INFO

Step 5: Get Telegram Chat ID

# Run helper script
python -c "
import requests, os
from dotenv import load_dotenv
load_dotenv()

token = os.getenv('TELEGRAM_BOT_TOKEN')
url = f'https://api.telegram.org/bot{token}/getUpdates'
r = requests.get(url).json()

if r['result']:
    chat_id = r['result'][-1]['message']['chat']['id']
    print(f'Your Chat ID: {chat_id}')
"

# Then send /start to your bot in Telegram
# Run the script again to get your Chat ID

Step 6: Test Installation

python test_all.py

Expected Output:

🔥 PACIFIQUETRADE INDICATOR 2.0 - ПОЛНАЯ ПРОВЕРКА
✅ Passed: 14
❌ Failed: 0
📊 Success Rate: 100.0%

🎉 ВСЕ ТЕСТЫ ПРОШЛИ УСПЕШНО!

Windows Task Scheduler Deployment

Step 1: Create BAT Files

# Create silent startup script
@"
@echo off
cd /d "C:\Users\name\Desktop\All IN\Code Inst. Projects\PacifiqueTrade-indicator2.0"
call venv\Scripts\activate.bat
python main.py --schedule >> logs\system.log 2>&1
"@ | Out-File -FilePath start_trading_silent.bat -Encoding ASCII

Step 2: Create Task in Task Scheduler

Open Task Scheduler (Win + R → taskschd.msc)
Create Task (NOT Basic Task)
General Tab:
- Name: PacifiqueTrade Indicator 2.0
- ✅ Run whether user is logged on or not
- ✅ Run with highest privileges
Triggers Tab:
- New → At startup
- ✅ Enabled
Actions Tab:
- Start a program
- Program: C:\...\start_trading_silent.bat
- Start in: C:\...\PacifiqueTrade-indicator2.0
Conditions Tab:
- ❌ Start only if on AC power
- ✅ Wake computer to run
Settings Tab:
- ✅ Allow task to be run on demand
- ✅ Run as soon as possible after missed start
- ✅ If fails, restart every: 5 minutes

Step 3: Test Task

# Start task manually
Start-ScheduledTask -TaskName "PacifiqueTrade Indicator 2.0"

# Check status
Get-ScheduledTask -TaskName "PacifiqueTrade*" | Select-Object TaskName, State, LastRunTime

Step 4: Monitor Logs

# Watch logs in real-time
Get-Content logs\pacifique_trade.log -Wait -Tail 50

Configuration

Pair-Specific Settings (core/config.py)

PAIRS = {
    "GBP/USD": {
        "news_focus": ["UK_CPI", "BOE_RATES", "UK_PMI", "US_NFP"],
        "timeframes": {
            "trend": "4h",
            "confirmation": "1h",
            "entry": "15m"
        },
        "ema": {
            "fast": 50,
            "slow": 200,
            "entry": 21
        }
    },
    # ... similar for EUR/USD, USD/JPY
}

Scheduler Times (scheduler/job_scheduler.py)

# London Session (08:00 UTC open)
LONDON_T4H = "04:00"  # Fundamental
LONDON_T2H = "06:00"  # Technical
LONDON_T15MIN = "07:45"  # Signal
LONDON_T0 = "08:00"  # Entry

# New York Session (13:30 UTC open)
NEWYORK_T4H = "09:30"
NEWYORK_T2H = "11:30"
NEWYORK_T15MIN = "13:15"
NEWYORK_T0 = "13:30"

Usage Guide

Quick Start

# Activate virtual environment
.\venv\Scripts\Activate.ps1

# Run in scheduled mode (recommended)
python main.py --schedule

Manual Analysis

# Analyze specific pair right now
python main.py --pair GBP/USD --now

# Test fundamental screening
python -c "
from scheduler.job_scheduler import JobScheduler
scheduler = JobScheduler()
scheduler._run_fundamental_screening('ManualTest')
"

Telegram Commands

Send to your bot:

/status - System status
/signals - Active signals
/help - Available commands

Monitoring

# Real-time logs
Get-Content logs\pacifique_trade.log -Wait -Tail 50

# Check for errors
Get-Content logs\pacifique_trade.log | Select-String "ERROR|WARNING"

# View today's signals
Get-Content logs\pacifique_trade.log | Select-String "READY TO TRADE"

Credits

Code & Libraries

Component	Source	License
APScheduler	https://apscheduler.readthedocs.io/	MIT
python-telegram-bot	https://python-telegram-bot.org/	GPL 3.0
yfinance	https://github.com/ranaroussi/yfinance	Apache 2.0
pandas	https://pandas.pydata.org/	BSD 3-Clause

APIs & Data

Service	Purpose	Terms
Forex Factory	Economic calendar	Free for non-commercial
Yahoo Finance	Market data	Free (no guarantees)
Telegram	Notifications	Free bot API

Learning Resources

Code Institute - Python fundamentals
TradingView - Chart analysis education
Babypips.com - Forex strategy concepts
ICT (Inner Circle Trader) - Liquidity zone concepts

Acknowledgements

Code Institute Mentors - Project guidance
Forex Factory Community - Calendar data
Claude.ai - Development assistance
Trading Community - Strategy feedback

Legal Disclaimer

⚠️ IMPORTANT TRADING DISCLAIMER ⚠️

This software is provided for educational and research purposes only.

Not Financial Advice: This system does not provide financial advice
Risk Warning: Trading Forex carries substantial risk of loss
No Guarantees: Past performance does not indicate future results
Use at Own Risk: Author assumes no liability for trading losses
Testing Recommended: Thoroughly test on demo account first

By using this software, you acknowledge that you are solely responsible for your trading decisions and any resulting financial outcomes.

Developed by Stiven Dokic | GitHub | 2025

Name		Name	Last commit message	Last commit date
Latest commit History 107 Commits
.claude		.claude
.venv		.venv
analysis		analysis
assets/img		assets/img
core		core
data		data
docs		docs
logs		logs
notification		notification
risk		risk
scheduler		scheduler
scripts		scripts
tests		tests
tradingview		tradingview
visualization		visualization
.env.example		.env.example
.gitignore		.gitignore
README.md		README.md
get_my_chat_id.py		get_my_chat_id.py
main.py		main.py
requirements.txt		requirements.txt
start_trading.bat		start_trading.bat
start_trading_silent.bat		start_trading_silent.bat
test_all.py		test_all.py
test_config.py		test_config.py
test_telegram_send.py		test_telegram_send.py

Folders and files

Latest commit

History

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PacifiqueTrade Indicator 2.0

Table of Contents

Project Overview

Purpose

Target Audience

Value Proposition

System Architecture Flowchart

API Integration Flow

Strategy Design

4-Phase Trading Strategy

User Stories

Epic 1: Fundamental Analysis

Epic 2: Technical Confirmation

Epic 3: Liquidity Zone Detection

Epic 4: Entry Confirmation & Risk Management

Epic 5: Position Monitoring

System Flowcharts

Features

Existing Features

F1: Fundamental Analysis (T-4h)

F2: Multi-Timeframe Technical Analysis (T-2h)

F3: Liquidity Zone Detection (T-15min)

F4: Entry Confirmation (T-0, Market Open)

F5: Position Monitoring (Real-Time)

F6: Automated Scheduling (24/7)

F7: Risk Management System

F8: Comprehensive Logging

Future Features

System Architecture

Data Flow Diagram

Module Structure

Component Interaction

Technologies Used

Core Languages & Frameworks

API & Data Sources

Notification & Communication

Utilities

Development Tools

Agile Methodology

GitHub Projects Board

Sprint Structure

User Stories Management

Testing

Automated Testing

Python Unit Tests

Manual Testing

Telegram Bot Testing

Validator Testing

Python Code Quality

Configuration Validation

Bugs

Resolved Issues

Known Issues

Installation & Deployment

Prerequisites

Local Setup

Step 1: Clone Repository

Step 2: Create Virtual Environment

Step 3: Install Dependencies

Step 4: Configure Environment

Step 5: Get Telegram Chat ID

Step 6: Test Installation

Windows Task Scheduler Deployment

Step 1: Create BAT Files

Step 2: Create Task in Task Scheduler

Step 3: Test Task

Step 4: Monitor Logs

Configuration

Pair-Specific Settings (core/config.py)

Scheduler Times (scheduler/job_scheduler.py)

Usage Guide

Quick Start

Manual Analysis

Telegram Commands

Monitoring

Credits

Packages