Platform Documentation

Inside the BJNFX
Trading System

Six integrated modules. One coherent ecosystem. From live trade entry to audit-grade data validation, this is the architecture behind every data point.

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6
Core Modules
80%+
iFVG Win Rate
5+
Rank Tiers
24/7
Sheet Sync

Platform Modules

Six tightly integrated layers working together to automate your trading data workflows end-to-end.

Module 01 · Entry

Trade Entry Engine

Captures live trade metadata through strict validation gates. Enforces stop boundary rules and uses SHA-256 cryptographic hash gating before granting database write access.

Multi-Timeframe (1M–5M) Confluence Mapping Live W/L Preview SHA-256 Password Gate TradingView Resolver
Module 02 · Ranking

Setup Rank Calculator

Scores each trade setup against structural criteria — Delivery type, Sweep quality, SMT divergence, and Macro alignment — to output a single definitive rank grade.

A++ → C Grade Scale LTF/HTF Sweep Checks Auto Checklist Scoring Size Optimization Guide
Module 03 · Database

Trade Log Database

Renders all historical trade rows with local-first indexing for instant filtering. Executes cross-column searches by date, confluence, timeframe, and free-text comment tags.

Alphanumeric Sorting Real-time Filter Chips CSV Export Pagination Controls Screenshot Viewer
Module 04 · Analytics

Performance Analytics

Computes mathematical trade outcomes and renders equity curves, peak-to-trough drawdown bands, streak patterns, weekday heatmaps, and monthly P&L bars via Chart.js.

Profit Factor & Expectancy Drawdown Bands Win/Loss Streaks Weekday Distribution Monthly Breakdown
Module 05 · News

News Impact Analyzer

Cross-references each trade timestamp against high-impact economic events — CPI, NFP, GDP, ISM PMI, Retail Sales — to isolate how macro shocks affect your edge.

8:30 AM vs 10:00 AM No-News Benchmark Event-level Avg P&L News Day Comparison
Module 06 · Quality

Data Quality Scanner

An automated audit engine that sweeps database rows for integrity violations — invalid date stamps, weekend entries, W/L sign mismatches, and confluence rank inconsistencies.

Date Format Checks Weekend Entry Flags Rank Mismatch Detection Exportable Debug Log

Setup Rank Scale

Every logged trade is graded from A++ to C based on structural confluence quality.

A++
Highest
A+
Excellent
A
Strong
B+
Above Avg
B
Average
C+
Below Avg
C
Minimum

Data Flow Architecture

How a single trade travels through all six layers from raw entry to refined analytics.

01
Intake & Gate
Entry form collects confluences, timeframe, and outcome. SHA-256 password gate validates write access before submission fires.
02
Rank & Store
Checked parameters are scored into a rank grade. Apps Script macro writes the row to Google Sheets and invalidates the local browser cache.
03
Scan & Audit
Data Quality Scanner sweeps new and existing rows for timestamp errors, sign mismatches, and rank inconsistencies, flagging them for repair.
04
Analyze & Chart
Clean rows feed the Analytics engine — equity curves, drawdowns, win streaks, and news event breakdowns are rendered in real time.

Tech Stack

Purpose-built with lightweight, browser-native technologies for maximum performance and zero dependency overhead.

Bootstrap 5
Responsive grid, component primitives, and layout utilities across all six sub-pages.
Vanilla ES6+
All core logic — ranking, caching, filtering, drawdown math — runs in pure JavaScript with no frameworks.
Chart.js
Animated line, bar, and area charts for equity curves, session breakdowns, and P&L distributions.
Google Apps Script
Server-side macro that writes, reads, and validates sheet rows — acts as the database API layer.
Google Sheets
Primary data store for all trade rows, with named columns mapped directly to the platform schemas.
Web Crypto API
SHA-256 digest hashing used by the password gate on the Trade Entry module for access control.

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