Signal Families

The lab grouped by theme instead of one flat wall of alternative experiments.

Status legend:

Attention & Sentiment

Signals: 81

Signals that try to catch sector moves through attention spikes, headlines, search interest, and sentiment shifts.

Live Only: 40 Parked: 4 Sandbox: 37
  • VIX Term Structure +0.26% (Live Only)
  • Medical Device Approval News Surge Signals Healthcare Innovation Bid +0.02% (Live Only)
  • Cyber Incident Notification Law Awareness Google Trends Spike 0.00% (Sandbox)
  • Attention Sentiment Daily Spike In Rss Counts For Corporate Layoff Announcements Signals Xlf Weakness 0.00% (Sandbox)
  • Ai Chatbot Hype Surge Triggers Tech Sector Rally 0.00% (Sandbox)

Consumer Stress

Signals: 195

Signals built around consumer pressure, housing, rates, and spending strain before that stress fully shows up in sector prices.

Failed: 1 Live Only: 81 Parked: 4 Sandbox: 109
  • Retail Sales Momentum +3.28% (Live Only)
  • Weekly Surge In Google Trends Searches For Home Improvement Loan Signals Consumer Stress Lifting Xly +0.06% (Live Only)
  • Daily Spike In Google Trends For Emergency Dental Care Signals Consumer Stress Impacting Health Sector +0.05% (Live Only)
  • Google Trends Surge In Used Car Price Searches +0.04% (Live Only)
  • Healthcare Cost Inflation Google Trends Acceleration +0.03% (Live Only)

Core Rotation

Signals: 5

The cleaner baseline rotation rules: momentum, trend, and other simple sector-switching logic with fewer alternative inputs.

Promoted: 5
  • Quantified Simple Monthly Rotation +11.81% (Promoted)
  • Algo Biscotti (Unconditional Loyalty) +9.66% (Promoted)
  • Antonacci Dual Momentum Sector Rotation +6.73% (Promoted)
  • Algo Baileymol (Chaos Monger) +6.50% (Promoted)
  • Faber Momentum Rotation +3.92% (Promoted)

Freight & Logistics

Signals: 67

Signals using shipping, freight, ports, and supply-chain activity as early reads on industrial and materials demand.

Live Only: 37 Parked: 2 Sandbox: 28
  • Truck Tonnage Index +3.19% (Live Only)
  • Freight Rail Carloads +2.45% (Live Only)
  • Port Container Volume +2.38% (Live Only)
  • Usgs Earthquake Activity Spike Near Major Freight Hubs Signals Temporary Freight Disruption +0.04% (Live Only)
  • Daily Spike In Earthquake Activity Near Major Port Hubs Signals Freight Logistics Risk +0.03% (Live Only)

Labor & Jobs

Signals: 79

Signals watching layoffs, hiring, labor stress, and job demand for clues about sector weakness or resilience.

Live Only: 34 Parked: 4 Sandbox: 41
  • Job Posting Acceleration +1.97% (Live Only)
  • Recession Whisper Google Trends Unemployment Search Surge +0.10% (Live Only)
  • Daily Surge In Google Trends For Work From Office Signals Tech Sector Rotation +0.06% (Live Only)
  • Weekly Jump In Rss News Counts Mentioning Corporate Wage Hikes Signals Labor Cost Pressure +0.01% (Live Only)
  • Daily Jump In Google Trends For Job Market Reskilling Courses Indicates Labor Market Shift 0.00% (Sandbox)

Local Economy Signals

Signals: 98

Ground-level alternative signals from local behavior, foot traffic, closures, calls, and other messy real-world activity.

Live Only: 39 Parked: 2 Sandbox: 57
  • Weekly Google Trends Surge For Warehouse Automation Signals Industrial Tech Demand Acceleration +0.08% (Live Only)
  • Weekly Google Trends Surge For Solar Panel Installation Signals Green Energy Sector Strength +0.07% (Live Only)
  • Earthquake Aftershock Insurance Claims Spike +0.07% (Live Only)
  • Earthquake Activity Cluster Signal For Insurance And Utility Sector +0.05% (Live Only)
  • Daily Spike In Earthquake Activity Near Key Ports Signals Potential Shipping Disruptions +0.03% (Live Only)

Macro Input Pressure

Signals: 148

Signals tied to macro shocks like volatility, weather, commodities, energy, and other broad external pressure inputs.

Backtest Weak: 1 Live Only: 56 Parked: 5 Sandbox: 86
  • Algo Biscotti (Unconditional Loyalty) +10.00% (Live Only)
  • High Yield Spread Regime +5.85% (Live Only)
  • Copper Momentum +2.41% (Live Only)
  • Housing Permit Velocity +0.91% (Live Only)
  • Lumber Momentum +0.07% (Live Only)

Political & Insider Filings

Signals: 20

Signals built from insider flows, political filings, and dark-pool style positioning clues before the market fully reacts.

Backtest Weak: 3 Live Only: 9 Parked: 2 Sandbox: 6
  • Materials Sector Weekly Positive Correlation Breakdown With Xlb +0.03% (Live Only)
  • Bank Equity Sector Outperformance After Cre Distress News Fade Signals Recovery Trade +0.03% (Live Only)
  • Energy Sector Sudden Weekly Volatility Spike 0.00% (Parked)
  • Congress Trading Fade 0.00% (Sandbox)
  • Bankruptcy Filing Rate 0.00% (Sandbox)

Travel & Mobility

Signals: 53

Signals using movement, travel, transit, and mobility behavior as an early read on consumer and cyclical activity.

Live Only: 14 Parked: 2 Sandbox: 37
  • Uber Mobility Index +3.72% (Live Only)
  • Google Trends Surge In Flight Delay Complaints +0.01% (Live Only)
  • Airport Passenger Traffic Surge From Google Trends Spring Break Bookings -0.00% (Live Only)
  • Airline Load Factor Proxy 0.00% (Sandbox)
  • Airline Fuel Cost Volatility Expansion 0.00% (Sandbox)