The Core Pipeline

Eight modules that fire on every scan — from raw market data to an AI-written trade thesis. This is the engine that turns noise into signal.

01 DATA 02 VOLUME 03 TECHNICALS 04 PRICE 05 PATTERN 06 COMPARE 07 SCORER 08 AI ENGINE COMPILER OUTPUT Ranked Top 10 · Tier A / B / C · AI Trade Thesis Entry Zone · Stop Loss · Profit Targets · Risk/Reward · Conviction Grade 94 81 67 42
The 8 Stages
How Data Becomes a Trade Thesis
01 Data Fetcher

Every scan starts here. The Data Fetcher pulls real-time intraday bars, daily OHLCV history, options chains, pre/post-market quotes, and fundamentals from Yahoo Finance — all in parallel with built-in rate limiting and session caching so you never miss a beat or hit an API wall.

Why it matters: Without clean, fast data flowing in, every downstream module is blind. This is the foundation everything else builds on.
02 Volume Analyzer

Volume is the one indicator that doesn't lie. The Volume Analyzer computes Relative Volume (RVOL), time-adjusted RVOL, Cumulative Volume Delta (CVD), float rotation percentage, and detects intraday volume spikes — telling you not just that a stock is moving, but whether there's real institutional participation behind the move.

Why it matters: A breakout without volume is a fake-out. This module separates real moves from traps.
03 Technical Engine

15+ indicators computed instantly: RSI, MACD, Bollinger Bands, EMA Ribbon (8/21/50/200), VWAP, Stochastic, ATR, ADX, OBV, MFI, Ichimoku Cloud, Keltner Channels, TTM Squeeze, and Volume Profile. Instead of flipping between chart windows, you get every signal in one pass.

Why it matters: One indicator can mislead. Fifteen indicators in agreement is a signal you can trust.
04 Price Action Analyzer

Reads the candles like a trader would — detecting patterns, drawing automatic support and resistance levels, identifying breakouts and breakdowns, analyzing gaps with fill probability, and classifying trend structure. It's the chart-reading module that never blinks.

Why it matters: Support, resistance, and structure tell you where the fight is. This module draws the battlefield map.
05 Pattern Recognition

Bull flags, bear flags, wedges, channels, head and shoulders, double tops and bottoms, triangles, and cup-and-handle patterns — each detected automatically and scored by confidence level. You don't need to squint at charts. The module does the pattern-spotting for you.

Why it matters: Patterns repeat because human psychology repeats. Catching them early gives you a setup before the crowd sees it.
06 Day Comparison

Compares today's action against yesterday's — price change, range expansion, volume shift, candle body strength, and gap at open. A high score here means something is genuinely different about today's trading. Low score means the stock is just doing what it always does.

Why it matters: The best day trades happen when today is NOT like yesterday. This module measures exactly that.
07 Scorer

The brain. Every output from modules 01–06 feeds into a weighted scoring engine that produces a single 0–100 composite score. Seven core factors, dynamic strategy overlays, and a confluence bonus of up to +5 points when multiple signals align. Score ≥ 65 triggers an alert. 80+ is high conviction. 90+ is gold tier with desktop notification.

Why it matters: One number tells you whether the trade is worth your attention — no interpretation needed.
08 AI Engine (Claude)

For top-ranked tickers, TradeMe sends the full technical picture to Claude Sonnet with extended thinking — up to 10,000 reasoning tokens. The AI returns a structured trade thesis with directional bias, entry/exit levels, risk assessment, invalidation triggers, a conviction grade (A+ through C), and a recommended play type. It also generates your daily Morning Brief.

Why it matters: AI doesn't replace your judgment — it gives you a second opinion that has read every data point you don't have time to read.
Output
What Comes Out the Other End
A+

Ranked Top 10 with Trade Blueprints

Every run produces a ranked list of your highest-conviction setups — each with a composite score, tier classification (A/B/C), signal dots showing which modules fired, and a complete AI-written trade blueprint including entry zone, stop loss, profit targets, risk/reward ratio, and conviction grade.

You get a ready-to-execute trade plan before the opening bell.

Morning Brief

One click before the market opens generates a prop-desk-quality briefing: overnight movements, pre-market gappers with context, top 3–5 setups ranked by conviction, macro events to watch, and sector context showing what's leading and lagging.

Start every session knowing the lay of the land — before your coffee gets cold.
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