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Process

SCAN. SCORE.
ACT.

No black box. Every signal is visible, every pick has a thesis, every decision is yours. The overnight pipeline runs from market close to 7 AM:

While you sleep, STS looks at thousands of stocks and gives each one a score. The AI assistant, Cleopatra, picks the best few and writes a short note on why. By 7 in the morning the picks are waiting in your dashboard and email — well before the market opens. Switch to Detailed for the full step-by-step timeline.

1
4:00 PM EST
CAPTURE

After the market closes, STS captures live price, volume, 52-week range and fundamentals for 9,300+ stocks across all 11 sectors (Finnhub). Illiquid names (<500K avg daily volume) are filtered out.

2
6:00 AM EST
SCORE

Each candidate scored across 11 signals — 6 daily (momentum, P/E, sector strength, beta, market cap, news) + 5 historical (price momentum, trend, golden cross, volume, win streaks).

3
6:30 AM EST
AI PICK

Top 25 candidates handed to Cleopatra (the STS AI). It reads news + technicals + sentiment + your active strategy, then ranks the top picks with a plain-English thesis on each.

4
7:00 AM EST
DELIVER

Picks land in the dashboard + your inbox as the Morning Brief — 2½ hours before the 9:30 AM open. Stop-loss, take-profit, and "How STS would invest" allocation guidance on every pick.

Want the deep walkthrough? Read the full methodology →

Methodology

EVERY SIGNAL.
ONE NUMBER.

Every stock gets one score from 0–100, where 100 is highest conviction. Daily signals build the base. Historical signals reward setups that hold up over multiple days — not just one-day spikes.

100% AI-driven

Strategy driven by AI. Signal weights tuned by AI. Picks selected by AI. No human overrides, no analyst opinions, no editorial bias — what the model says is what you see.

Every night a computer checks each stock with 11 health tests — like how fast it is rising, how cheap it is, and what the news says. It adds them up into one score from 0 to 100. A higher number means the stock looks stronger. Switch to Detailed to see every test and an example scorecard.

Daily Signals
Momentum
Value (P/E)
Sector Strength
Volatility
Market Cap
News Sentiment
Historical Signals
Price Momentum
Price Trend
Trend Crossover
Volume Trend
Win Streaks & Pullbacks
Sample scorecard — illustrative, not today's live pick
NVDA
Information Technology · Semiconductors
86
STS Score · HIGH CONFIDENCE · MOMENTUM · BUY_MORE
Momentum★★★★★
Value★★★★☆
Sector Strength★★★★★
Volatility★★★☆☆
Market Cap★★★★★
News★★★★☆
Price Momentum✓ confirmed
Price Trend✓ confirmed
Trend Cross✓ confirmed
Volume Trend✓ confirmed
Win Streaks✓ confirmed
STS Reasoning (sample)
“Bouncing back with AI leadership intact, CEO says AI is just beginning. Bullish analyst calls persist and Kumo AI acquisition adds capability. Buy the dip.”
Use Cases

YOUR STYLE.
YOUR EDGE.

The same daily picks, four ways to view them. Pick whichever matches how you trade — same underlying data, different lens.

These are dashboard views, not separate strategies. Cleopatra still selects up to 5 ranked picks daily — these tabs just slice them differently.

Day Trader
Use this if: You exit by close. You want volume-confirmed breakouts.
⚡ DAY TABLOGIN →

High-conviction breakouts with volume behind them. Filtered for stocks where volume is surging well above its 30-day average — large buyers moving in, not noise. Trend crossover confirmed. Enter early, ride the move, exit before close.

▶ Filter: Volume Surge > 2× · HIGH confidence · strong uptrend
Swing Trader
Use this if: You hold 3–10 days. You want fundamentals + room to run.
↗ SWING TABLOGIN →

Undervalued setups with technical confirmation. Filtered to HIGH confidence — solid fundamentals, price not yet extended, room to run over 3–10 days. P/E under 20 with price sitting near the middle of its 52-week range is the sweet spot.

▶ Filter: P/E < 20 · Confidence: HIGH · 52W mid-range
Position Trader
Use this if: You hold weeks to months. You want LONG-side setups with patience.
◎ POSITION TABLOGIN →

All categories, Score ≥70, any confidence. Holds weeks to months — names that need time to develop their thesis. Pair with the Watchlist to track each open position day-by-day as the move unfolds.

▶ Score ≥ 70 · all categories · pair with Watchlist for daily tracking
Value Investor
Use this if: You hold months to years. You want undervalued quality.
◆ VALUE TABLOGIN →

VALUE, DEFENSIVE, and RECOVERY only. Patient capital — undervalued or out-of-favour names with fundamental backing. Low beta, P/E focus, hold months to years. Suited to investors, not traders.

▶ Categories: VALUE · DEFENSIVE · RECOVERY · low-beta · P/E focus
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