NRL SuperCoach Intelligence

Stop guessing.
Trade smarter
with AI.

THESCIP analyses live SuperCoach data, tracks every player's form and price movement, then uses a local AI to explain exactly why you should make each trade.

Open Dashboard → Trade Engine
608+
NRL players tracked
16
Rounds of history
148+
Active alerts
AI
Local LLM — no cloud
Features

Everything you need
to dominate SuperCoach

Built by a SuperCoach obsessive, for SuperCoach obsessives. Real data, real insights.

⚡
Smart Alerts
148 players flagged every round — cash cows, fallen guns recovering, price risers, form droppers. Never miss a move.
🔄
Trade Engine
Dynamic 1–5 trade optimiser finds the best combination from your squad, filtered by position, cash, and exclusions.
🤖
AI Explanations
AI Coach analysis for every trade — plain English reasons behind each recommendation, powered by a dedicated LLM.
📈
Price Tracking
Full price history per player across all rounds. Spot rising stars before the crowd and sell at the peak.
🎯
Form Analysis
Rolling avg3 and avg5 with trend deltas. Know instantly if a player is genuinely improving or just had a lucky week.
⚡
Season Simulator
Replay the season so far with optimal or interactive trades. Compare your actual decisions against the engine — auto or round-by-round.
🛡️
Injury Tracking
Live injury and suspension status on every player card. Never trade in an injured player by accident again.
How it works

Data → Analysis → Decision

A fully automated pipeline from live data to AI-powered trade advice.

01
Collect & store
Player prices, scores, and stats are collected each round and stored in a Postgres database.
02
Analyse with SQL
Smart SQL views calculate form trends, price movements, breakevens, and trade scores across your full squad.
03
AI explains why
Qwen2.5 14B translates the numbers into plain English trade reasoning.
04
You make the call
THESCIP surfaces the intelligence. You make the final trade decision with full context.
alerts · round 16
Latrell Mitchell
STH · Wing/Centre
Fallen Gun ↑+10.0
Nathan Cleary
PTH · Halfback
Fallen Gun ↑+14.0
Sosaia Alatini
BRO · 2nd Row
Sell-8.7
Oliver Pascoe
GCT · Hooker
Cash Cow+7.3
Brian To'o
PTH · Wing
Price ↑+18.7
148 alerts · round 16↻ live
Tech stack

Built on solid foundations

A focused, self-managed stack purpose-built for SuperCoach analytics.

🐘
PostgreSQL 16
All player history, trade views, and analytics stored in a robust relational DB with smart SQL views.
⚡
FastAPI
High-performance Python API serving player data, alerts, and trade recommendations with async support.
🤖
Ollama + Qwen
Qwen2.5 14B powers AI Coach — fast, private inference dedicated to SuperCoach analysis.
🐳
Docker
Full stack in containers — API, DB, LLM, scraper, monitoring. One command to bring everything up.

Ready to win
SuperCoach?

Your dashboard is live and waiting.

View Alerts → Trade Suggestions Trade Engine