Signal52

Signal Library

Technical Reference

Every signal in the Elite Engine, the market context that shapes how to read them, and the framework for interpreting what you see on the dashboard. This is the definitive reference for how Signal52 evaluates stocks.

Pipeline v1.2.0 • Data: 2026-03-05

Active Signals
8
DNA
13
Action
4
Risk

The Scoring Framework

Three signal categories work together to produce every score on the dashboard

DNA Signals

Build the Foundation

DNA signals identify stocks with underlying structural quality: strong relative strength, persistent momentum, institutional accumulation patterns, and consistent price behavior. They answer: does this stock have the right stuff?

Action Signals

Pull the Trigger

Action signals detect timing patterns: breakouts, volume surges, momentum accelerations, and confirmed entries. They answer: is now the right time to pay attention?

Risk Signals

Raise the Flag

Risk signals warn of potential problems: overextension, distribution patterns, and fading momentum. They answer: what could go wrong even if the score looks good?

Each active signal contributes weighted points based on its historical edge and category. The final score is the sum of all active signal weights, reflecting total setup quality. A score of 10+ with no risk flags is a fundamentally different setup than the same score with active warnings. Context matters, which is why the market backdrop below is essential reading.

Market Backdrop

How regime and volatility change what signals mean on any given day

Signals don't exist in a vacuum. The same DNA + Action combination that produces a clean breakout in a Risk-On environment may fail to follow through in Risk-Off conditions. Signal52 classifies two layers of market context daily, regime and volatility, and both should inform how you read the signals below.

Market Regimes: How They Change Signal Meaning
Risk-On

Growth and momentum are being rewarded. DNA and Action signals are at their most reliable. High-confluence setups have the strongest expected follow-through in this regime.

Risk-Off

The market is rotating defensively. Even strong signal combinations can stall or reverse. Risk signals carry extra weight here. Treat every warning flag more seriously than usual.

Neutral

No dominant macro trend. Signals remain useful but require higher confluence to be meaningful. Individual stock quality matters more than market direction.

Caution

Regime in transition. Expect lower signal reliability across all categories. The market hasn't decided its next direction yet. Wait for regime clarity before weighting signals heavily.

Volatility States: How They Shape Signal Expectations
Compressing

Volatility is coiling, a classic pre-breakout environment. Breakout and momentum Action signals tend to be more reliable here. Watch for the release.

Stable

Normal conditions. Standard signal weights apply. This is the baseline state where historical signal edge data is most consistent and representative.

Expanding

Rising volatility widens intraday ranges. Risk signals (Extension, Distribution) are highest-risk in this state. All signals carry more noise. Size positions accordingly.

Regime + Volatility Cross-Reference
Best for Signals
Risk-On + Compressing

Maximum signal reliability. DNA + Action combos have the strongest expected follow-through. This is the ideal environment for trusting high-confluence scores.

Standard Baseline
Neutral + Stable

No macro tailwind or headwind. Signal performance tracks historical averages. Focus on the highest-confluence setups and let the individual stock quality do the work.

Lowest Reliability
Risk-Off + Expanding

The worst combination for signal reliability. Even top-tier scores carry elevated failure risk. Risk flags should be treated as disqualifying rather than cautionary.

Today's regime and volatility state appear on the AI Insights page and in the Daily Briefing header.

DNA Signals

Foundational strength: the stock has the right structural qualities

SURGE3 pts

+50% gain in 40 days with controlled pullback and tight consolidation

ALPHA MALE3 pts+0.56%

Within 2% of 52-week high. Shows relative strength leadership

QUIET STORM2.5 pts

Near high + low volatility + quiet volume for 10+ days. Coiled spring

STEADY CLIMB2.5 pts+0.65%

8+ of last 10 days above 10-day SMA. Orderly uptrend

GOLDEN CROSS0.5 pts

50 SMA above 200 SMA. Long-term bullish trend state

BOLLINGER SQUEEZE2 pts

Bollinger Band width at 6-month low. Coiled spring ready to expand

MARKET LEADER1.5 pts

Relative Strength vs SPY at 52-week high. Confirms market leadership

PERFECT STACK2.5 pts+0.62%

Perfect MA stack: EMA8 > EMA21 > SMA50 > SMA200. Strong trend

Action Signals

Entry timing: something is happening right now

QUIET ACCUMULATION2 pts

Up day volume exceeds all down-day volume from last 10 days. Stealth buying

SELLER FATIGUE1.5 pts

Volume below 50% of average while near highs. Supply exhaustion

BREAKOUT3 pts

New 52-week high after 20+ days of consolidation. Classic breakout

SMA BOUNCE2 pts+0.31%

Bounce off SMA support with buyers stepping in

SUPPORT BOUNCE1.5 pts

Price pulled back to key support and bouncing with momentum

MOMENTUM SHIFT1.0 pt

MACD crosses above signal line from below. Momentum shift confirmed

STOCHASTIC POP1.5 pts

Stochastic crosses above 20 from oversold. Buy signal

INSIDE OUT2 pts

Narrow range day followed by expansion. Coiled spring release

BREAKAWAY GAP2.5 pts

Gap up on high volume. Strong institutional buying

PANIC REVERSAL1.5 pts+0.41%

Bearish engulfing pattern - contrarian BUY signal. Stocks bounce back

BARGAIN HUNTER1.0 pt+0.11%

RSI(2) below 5 while price above SMA200. Extreme oversold in uptrend - buying the dip

COMEBACK0.5 pts+0.14%

RSI(14) crosses above 30 from oversold while price above SMA50. Momentum reversal confirmed

SPRING LOADED0.25 pts+0.04%

ATR at 60-day low then range expansion with green close. Volatility squeeze breakout

Risk Signals

Warning flags: proceed with extra caution when these are active

WEAK FINISHDowngrade

Close in bottom 20% of range. Weak finish, potential reversal

EXTENSION×0.5-0.7

Up 25%+ above 50 SMA. Parabolic move, high risk of pullback

DISTRIBUTIONWarning

Price up but volume heavy. Institutions may be selling into strength

CHURNINGWarning

High volume but no price progress. Supply overwhelming demand

RocketShips Lens

RocketShips is a lens, not a signal. It narrows the entire stock universe before any signals are evaluated, showing only stocks that have persistently closed at 52-week highs.

What It Measures

How many times a stock closed at its 52-week high within the selected period: 7, 14, 30, 60, or 90 days. Stocks with high hit counts are the market's sustained momentum leaders.

Lens vs Signal

A lens changes which stocks appear in the table. A signal evaluates individual stocks within whatever universe is active. They're complementary. Enable RocketShips, then filter by signals on top.

Quick Reference

DNA = Foundational Quality
Action = Entry Timing
Risk = Warning Flags
Lens = Universe Filter
Weights: Higher weight = more impact on total score

Reading Signal Combinations

How to interpret common patterns you'll see on the dashboard

Clean Setup

Multiple DNA signals active plus at least one Action trigger, with no Risk flags. This is the highest-quality combination: structural strength with confirmed timing.

DNADNAAction
High Score + Risk Flag

Strong signal confluence but one or more Risk chips are active. The positive signals drive the score up, but the risk flag changes the character of the setup. Extra scrutiny is warranted, especially in defensive regimes.

DNAActionRisk
Action-Only Setup

Action signals are active but DNA is limited. Good timing signal, but the underlying structural foundation is weaker. These often land in the Watchlist band (3-5) and benefit from additional confirmation.

ActionAction
When Risk Signals Appear
Extension

Price may be stretched above its normal range. Breakout entries here carry elevated reversal risk.

Distribution

Institutional selling pattern detected. Smart money may be exiting while the price still looks stable.

Weak Finish

Intraday gains faded into the close. The bulls couldn't hold, a warning at any score level.

Signals in Context
Risk-On + DNA + Action

Best conditions. The market is rewarding exactly what these signals identify.

Risk-Off + High Score

Even strong setups can stall in defensive regimes. Raise the bar before acting.

Caution + Any Score

Regime in flux. Wait for clarity before weighting any signal combination heavily.

Compressing Volatility

Pre-breakout conditions. Breakout and momentum signals are most actionable here.

Technical Methodology

How the Elite Engine processes market data every evening

4-Layer Architecture
L1: Macro: Regime & volatility context
L2: Signals: Technical pattern detection
L3: AI: Narrative synthesis & scoring
L4: Policy: Federal contract monitoring
AI Pipeline

4-phase analysis each evening:

1Discovery: Live news research
2Scoring: Holistic candidate ranking
3Verification: Fact checking & grounding
4Generation: Narrative output
Data Sources
Yahoo Finance: Price & volume data
Finnhub: News & sentiment
FRED: Economic indicators
SAM.gov: Federal contracts
Macro Inputs

FRED indicators driving regime classification:

VIX: Volatility index
10Y-2Y: Yield curve spread
Credit Spread: Investment-grade bonds
Fed Funds: Policy rate

Disclaimer

Signal52 is for educational and informational purposes only. The signals, scores, and narratives are generated by automated systems and AI. They are not personalized investment recommendations. Past performance does not guarantee future results. See our full disclaimer.

Pipeline v1.2.0 • Data: 2026-03-05