System
Glossary
System Methodology & Intelligence Framework
Structure

The Intelligence Loop

1. Predict (Morning)

Every morning, the system synthesizes real-time global data and news into a high-conviction briefing with specific archetypes and sentiment scores.

2. Review (Evening)

At the closing bell, the system "audits" its own predictions against actual market data (RVOL, ADR, and sector moves) to generate an objective performance score.

3. Audit (Meta-Analysis)

Bi-weekly, a "High-Fidelity Auditor" analyzes system vitals. If it detects a narrative shift, it rewrites its own logic and backtests improvements before implementation.

Evaluation

Execution Quality Rubric

30%
Narrative Accuracy
The primary weight. Measures how accurately the morning’s "Session Narrative" described the day’s actual fundamental driver and sequence of events.
15%
Directional Bias
Evaluates the predicted closing direction (Bullish/Bearish) against the actual price change from the opening gap to session close.
15%
Archetype Fit
Measures the alignment between the "Expected Archetype" (e.g., Expansion) and the actual realized behavior of the ticker data.
15%
Sector Rotation
Audits whether the predicted sector leaders and laggards matched the top/bottom performers in the final ETF closing data.
15%
Driver Fit
Validates if the news/data points identified in the morning briefing remained the primary movers throughout the trading day.
10%
Watch Items
Analyzes the relevance of specific "Things to Watch" (e.g., Bond Yield resistance) for the day’s actual price action.
Categorization

Market Archetypes

TREND
Trend Day
Strong directional bias with increasing intensity throughout the session. Characterized by a high Volatility Ratio (>0.6) and a significant price change. The market narrative is usually dominated by a single, clear driver that persists from open to close.
BREAKOUT
Violence Expansion
A violent expansion of the daily range. Price moves decisively beyond previous day limits, often triggered by surprise news. Characterized by High Relative Volume (RVOL > 1.2) and a sustained breakout away from the opening range.
CHOP
Range-Bound
A quiet or conflicting narrative where the market lacks a clear leader. Price likely mean-reverts within a tight range. Characterized by Low Volatility (ADR < 0.8%) and Low Volume (RVOL < 0.9). Best suited for "wait and see" positioning.
REVERSAL
Mean Reversion
Market exhaustion at major psychological or data-driven levels. Price moves strongly in one direction before "snapping back" sharply as the narrative shifts. Requires careful monitoring of intra-day sector rotations and exhaustion signals.
Strategic Strategy

Strategic Outlook Framework

90-Day Thesis
A high-level structural assessment of the market environment (e.g., Structural Bearishness). It anchors the daily briefings, providing a broader context for short-term news events.
Strategic Alignment
ALIGNED: The daily sentiment matches the 90-day thesis (e.g., Bullish Daily vs Bullish Strategic).
DIVERGING: The daily sentiment contradicts the thesis (e.g., Bearish Daily vs Bullish Strategic), signaling a potential "Counter-Trend Breakout" or a "Deep Dip."
Freshness States
FRESH: Generated within the last 7 days; high relevance.
AGING: 7–14 days old; thesis still active but needs close monitoring.
STALE: 14+ days old; system is prioritizing a new strategic meta-analysis.
EXPIRED: Thesis logic is no longer used for daily synthesis.
Quantification

Intelligence Metrics

RVOL (Relative Volume)
Measures today's traded volume against the 20-day average for the same time interval. RVOL > 1.2 signifies significant institutional interest and high expansion potential.
Volatility Ratio
The relationship between the current range and the ATR (Average True Range). Applied to all indices, commodities, and digital assets. A ratio > 1.0 indicates a session of high participation and range expansion beyond the norm.
Conviction Score
A 1-10 quantitative confidence scale assigned by the system. Low conviction (4-5) often leads to Mean Reversion expectations, while high conviction (8-10) favors Expansion and Trend.
ATR Drift
Measures the expansion or contraction of the Average Daily Range (High-Low) relative to a 10-day baseline. A drift of >30% indicates that the market has entered a new volatility regime.
Sector Dispersion
The mathematical spread between the best and worst performing sector ETFs. High Dispersion (>2.0%) suggests sectors are moving independently, making standard broad-market calls more complex.
Regime Fit Score
An AI-calculated score (1-5) assessing whether the current Market Regime correctly describes the session's behavior. Scores below 1.5 trigger a System Audit via the Hysteresis Handoff.
A/B Backtest
A validation pass where proposed logic changes are simulated against previous sessions. A change is only promoted if it achieves a +15% improvement in prediction accuracy.
ADR (Average Daily Range)
The average price range (High to Low) over a specified period (usually 10 days). It provides the baseline for expected daily movement. A 10-day ADR of 120 points means the market "normally" moves 120 points in a session.
Premarket Pace
An intelligence flag that adjusts volume expectations during the early pre-open phase, preventing session conviction bias based on expected low liquidity.
Liquidity Proxy (BTC-USD)
Bitcoin is used as a high-fidelity "Canary" for global dollar liquidity. It measures institutional risk appetite and the expansion/contraction of high-beta risk capital.
BTC Correlation Alpha
A quantitative comparison of 20-day returns between BTC and the Nasdaq. Positive correlation confirms a dominant "Risk-On" regime; divergence suggests a "Friction-Based" or "Liquidity-Starved" environment.
Logistics

System Operations & Behaviors

Divergence Alert
Triggered when inter-market correlations break down (e.g., Gold crashing while Bond Yields spike, or Nasdaq rallying while BTC lags). This signifies "Inter-market Decoupling" and often precedes a higher-volatility session as different asset classes re-price at different speeds.
Safe-haven Decoupling
A tactical state where traditional hedges (Gold/Bonds) fail to act as a defensive buffer, forcing a chaotic reorganization of defensive assets. BTC’s relative performance provides the primary directional bias in these states.
Holiday Protocol
The system automatically detects US market closures (e.g., Christmas, Labor Day). During these periods, data gathering is suspended, and the dashboard shifts to the "Next Active Session" to ensure all narratives remain relevant to future price action.
Update Cadence
The dashboard updates on a Jagged Schedule (e.g., T-3h 53m and T-48m before the open). These specific offsets ensure we bypass API rate limits while capturing the most critical pre-open institutional flows and Asian/European session overlaps.
Market Open Lock
A strict logical guard that prevents the generation of a new "Premarket" briefing after the 9:30 AM ET market open. This preserves the historical integrity of the day's predictions by preventing retrospective editing once the actual outcome begins.
Weekend Fallback
During weekends, the system enters "Fallback Mode," persisting the Friday session's data through Sunday morning. This ensures that the dashboard remains informative until the next session's data begins to populate Sunday afternoon.
System Health Assessment
A bi-weekly quality check. VALID means the current narrative framework correctly explains market action. RE-EVALUATING triggers the Hysteresis Handoff to rewrite and backtest the system's underlying logic.
Methodology

Core Systematic Concepts

Market Regimes
The overarching thematic state of the market (e.g., Fed Centric, AI Euphoria, Reflation). Regimes determine the "weight" given to specific news drivers.
Hysteresis Handoff
The logic bridge between daily execution and bi-weekly meta-analysis. If the system's "narrative" fails to explain price action for 3+ sessions, it triggers a recursive logic rewrite.
Data Dimensions
The system monitors primary indices (S&P 500, Nasdaq, Dow) alongside the 11 Select Sector SPDR ETFs to identify inter-market flows and institutional positioning.