RYUREX Ultimate Flipper

GPL-3.0-or-later · Author: RYUREX · Local-first OSRS Grand Exchange HFT framework

A high-frequency trading framework for the OSRS Grand Exchange. Runs entirely on your machine — Python GUI, FastAPI engine, and this Next.js v15 dashboard all talk to each other locally. No cloud required, works fully offline.

Start everything: v3.ps1 all

Port 8000

FastAPI Engine

Python + FastAPI data backend. Ingests live OSRS Wiki API ticks, runs analytics, serves all local API endpoints consumed by the GUI and this website.

Port 8100

Head API

Orchestration and auth layer. Handles Discord bot authorization, VPS sync, and account-linked protected routes shared between the GUI and web clients.

Port 3000

Next.js v15 Web

This dashboard. All data calls proxy through /api/* routes to keep CORS clean. Real-time views into the same data the Tkinter GUI shows.

14 Trading Dashboards

▸Flip Finder — spread capture with Kelly sizing

▸GE Slot Advisor — optimal slot allocation

▸Snipe Candidates — underpriced item detector

▸High Volume Dip Scanner — momentum dips

▸Market Intelligence — Z-score signal feed

▸Analytics — rolling stats and regime detection

▸Paper Trader — simulated position tracking

▸Potions Conversion — herb → potion arbitrage

▸Seed → Sapling Conversion

▸Alerts — real-time item price triggers

▸Favourites — tracked item watchlist

▸Blocklist — items excluded from scans

▸Discord Bridge — bot-based alert routing

▸VPS Sync — remote data push/pull

Position Sizing

Kelly Criterion sizing based on live bank stack (M GP input)
Buy limit enforcement per GE slot constraints
Profit thresholds in K GP per unit and total after tax

Signal Analysis

Z-scores and rolling standard deviations on price series
Mean-reversion and momentum regime detection
Volatility estimators for trade safety scoring
Data freshness controls (12-option age selector)

Data Sources

OSRS Wiki Prices API — live and historical tick data
Local SQLite DB — offline-first, no internet required
Parquet stat-engine cache — fast rolling aggregations

Auth & Sync

Discord bot — one-time auth unlocks protected sync routes
VPS sync — push/pull paper trader and config to remote
Local mode — everything works without any remote connection

License & Attribution

First-party RYUREX code and documentation: GPL-3.0-or-later. Bundled dependencies, vendored assets, and upstream materials remain under their own licenses. Independent fan project — not affiliated with or endorsed by Jagex. No guaranteed trading outcomes.