# KoshX — Quantitative Terminal for Indian Equities & MTF Swing Traders

> KoshX (https://koshx.in) is a zero-latency, client-side quantitative terminal engineered for Indian equity swing traders utilizing Margin Trading Facility (MTF 3.5x–4x leverage). It features equal-weighted synthetic indices, multi-timeframe market treemaps, and 5 empirical mathematical alpha models.

## Core Capabilities
- **216 MTF Stocks Watchlist**: Curated universe of high-liquidity NSE stocks eligible for broker Margin Trading Facility (MTF) with 3.5x to 4x leverage.
- **Equal-Weighted Synthesized Indices**: Base 1000 index engine constructing unweighted candlestick geometry across Master and 13 Sector sub-indices.
- **5 Quantitative Alpha Models**:
  - EMA Mean Reversion & Pullback Hunter: Identifies low-risk swing entries when strong uptrend equities retest the EMA 20–50 support zone.
  - Cross-Sectional Residual Momentum: Regresses stock returns against the market index to isolate true company alpha from macro beta.
  - Kinematic Phase-Space Vectors: Treats price kinematics through Newtonian physics (velocity and acceleration leading indicators).
  - Ornstein-Uhlenbeck Stochastic Mean Reversion: Calculates reversion half-life and equilibrium z-scores.
  - Fractal Hurst Exponent Regimes: Differentiates persistent trending regimes (H > 0.5) from random walk noise (H < 0.5).
- **Automated Pipeline**: Cloud-native daily Bhavcopy ingestion at 1:00 PM and 3:40 PM IST via GitHub Actions.

## Pricing Tiers
- **Free Explorer**: ₹0 / forever free (Core 132 investment basket, 1D treemap, synthetic candlestick index).
- **KoshX Pro Monthly**: ₹799 / month (Full 216 MTF screener, 5 quant models, multi-timeframe treemaps).
- **KoshX Pro Annual**: ₹6,710 / year (~₹559 / month, 30% discount off monthly rate).

## Canonical Links & Data Resources
- Full Technical Specification: https://koshx.in/llms-full.txt
- System Architecture & Documentation: https://koshx.in/system_docs.html
- Master Synthetic Index OHLC: https://koshx.in/data/master_index.json
- Core 132 Stocks Heatmap: https://koshx.in/data/heatmap_data.json
- 216 MTF Stocks Heatmap: https://koshx.in/data/mtf_heatmap_data.json
- 5 Quant Alpha Models Dataset: https://koshx.in/data/quant_models.json
- XML Sitemap: https://koshx.in/sitemap.xml