REGIME
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KA INDEX
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LIQUIDITY
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CRYPTO
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EDGE
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DEPLOYED
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SIGNAL BOARD ★
Cross-asset posture · 20-engine synthesis
Composite Posture
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signal —
Engines Live
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Last Update
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Top Movers
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TODAY'S SETUPS
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RISK RECS
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🌪 STRESS TEST
scenario engine · 10 presets · 5 macro factors
Apply a hypothetical shock — equity, vol, rates, dollar, commodity — and see
per-asset P&L on a $100k portfolio with regime-amplified historical betas
from 1,142 days of Polygon data. Click presets like GFC 2008,
COVID March 2020, Volmageddon, or build custom shocks with sliders.
🏛️ TREASURY AUCTIONS
live tape · crisis comparison · BTC overlay · risk-on forward returns
Comprehensive interpretation of every US Treasury auction. Score versus 6 codified crisis patterns
(calibrated to GFC 2008 + COVID 2020 anchors). Compare today's tape to BTC tops
(Dec 2017, Apr 2021, Nov 2021, Mar 2024, Dec 2024), BTC bottoms (Mar 2020, Nov 2022),
bull/bear runs, and risk-on forward returns by regime.
📈 BONDS & YIELD CURVE
live yields · curve shape · bond regime · cross-asset playbook
Live US Treasury curve, real rates, breakevens, and bond-regime detector. Each regime tells you
what to do with risk assets — when bond regime says flight-to-quality, equities suffer;
when convexity unwind, vol explodes. Cross-asset playbook for each regime state.
🟢 LIQUIDITY & CREDIT ENGINE
51 FRED series · 5 categories · auto-updates every 6h
Every Khalid-spec liquidity and credit signal in one place. Fed balance sheet (H.4.1),
primary credit + central-bank swap lines, ICE BofA OAS by quality (CCC/BB/B + AAA-BBB + Euro + EM),
full HQM corporate curve, and the Senior Loan Officer Survey — bank tightening on C&I,
CRE (3 sub-types), credit cards, auto, mortgages. Per-series WoW · MoM · QoQ · YoY · z(1y) · z(5y)
with regime classification feeding back into KI, risk dashboard, morning brief, AI chat, and allocator.
🌍 GLOBAL BUSINESS CYCLE
OECD CLI · 35 economies · world map · 4-phase classification
Color-coded world map showing every major economy's current business cycle phase
(Expansion, At Risk,
Recession, Recovery)
using OECD Composite Leading Indicators from FRED across 35 countries. GDP-weighted phase
breadth drives a global regime classifier that feeds the Khalid Index, risk dashboard recession
subscore, allocator (country tilts on EEM/EFA/EWG/FXI), morning brief, and AI chat.
KA INDEX
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LIQUIDITY STACK
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CROSS-ASSET DIVERGENCES
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OPTIONS FLOW
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CRYPTO REGIME
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COT EXTREMES
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HYPOTHETICAL PNL — KA STRATEGY vs BUY+HOLD
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QUICK ACTIONS
Real working surfaces
🧠 INTELLIGENCE PIPELINE
8-factor α → confluence → regime → debate → sizing → journal
The 6 pages of the new alpha → portfolio decision stack. α picks → adversarial debate → Kelly-sized into your DDB book → catalyst countdown → outcomes tracked in a real ledger.
ALPHA SCOREBOARD
v1.1.0 · 8-factor composite (Quality · Growth · Momentum · Smart Money · Sentiment · Analysts · Insiders · Options Flow) · 503 stocks tiered S/A/B/C/D · hourly
DEBATE ENGINE
5 Claude personas in parallel: 💎 Value · 🚀 Growth · 🌐 Macro · 📊 Quant · 🐻 Short. Bear case FORCED into every analysis. Daily 12:15 UTC.
TRADE JOURNAL
Auto-logs every TIER S/A confluence, regime pick, debate verdict. Evaluates at 1d/7d/30d/90d/180d. Real win rate per strategy after 90 days.
ALPHA CALIBRATION
Weekly self-improvement loop · Information Coefficients + OLS factor attribution + Bayesian shrinkage with guardrails. Champion/challenger A/B. Auto-tunes alpha weights from real outcomes.
PORTFOLIO TRACKER
DDB-backed real positions + watchlist · enriched with alpha/confluence/regime per name · P&L · sector mix · hourly snapshots
KELLY SIZING
Regime-adjusted quarter-Kelly · ADD/TRIM/HOLD per position · entry candidates for unowned TIER S/A · drawdown circuit breaker
CATALYST CALENDAR
FOMC · Treasury auctions · earnings · witching · rebalance. Position-aware T-3 / T-1 / T-0 Telegram alerts for your book.
ANOMALY & BLACK-SWAN
v3.0 · 41 institutional detectors · 12 categories · Macro Stress Score 0-100. NFCI/ANFCI/STLFSI4 financial conditions + real yields + recession nowcasts + net liquidity composite. Crisis cluster alerts.
SECTOR ROTATION
v1.0 · 11 SPDR sectors + 14 cross-asset ratios · 9 institutional signals composite-scored (RS+acceleration · CMF · OBV slope · MFI · MA position · volume surge · regime fit · sub-sector confirmation). Early-rotation alerts.
DEALER GEX & POSITIONING
SpotGamma-grade. Models market-maker options inventory across SPY/QQQ/IWM + 7 names. Zero-gamma flip levels · vanna/charm exposure · max pain · IV skew · 0DTE concentration · squeeze candidates. Regime classification drives trading bias.
FINRA SHORT VOLUME
Daily institutional short-selling intelligence. Per-ticker SVR, z-score vs 60d distribution, days-to-cover, climax detection. S&P 500 universe · 90-day rolling history · price-strength overlay · squeeze setup scoring. Sourced from FINRA Reg SHO daily file.
STOCK ANALYZER
Charts, fundamentals, AI research, financials, earnings — for any S&P 500 ticker
S&P 500 SCREENER
503 stocks · 30+ metrics · Piotroski · Altman Z · Golden/Death cross
CHART PATTERN SCANNER
Daily S&P 500 scan · 200-DMA cross-ups/downs · double tops & double bottoms · CONFIRMED/FORMING · with charts
INTELLIGENCE
KA Index regime detection · pre-crisis warnings · risk metrics
EDGE ENGINE
Options flow · fund sentiment · earnings momentum · liquidity composite
FED LIQUIDITY
Net liquidity · TGA · RRP · Fed balance sheet · SPY signal
DOLLAR RADAR
Pump/dump canary composite · FRED trade-weighted dollar family · DXY double tops/bottoms · net-liquidity driven
OPTIONS FLOW
VIX · put/call · gamma exposure · ETF flows · sentiment composite
CRYPTO INTEL
TVL · stablecoins · BTC dominance · funding · DEX volume · fear/greed
COT POSITIONING
29 contracts · TFF + Disagg + Legacy · 7 categories · weekly auto-refresh
DESK CONSOLE
All Phase outputs in one view · regime · divergences · COT · risk · setups
VALUATIONS
CAPE · Buffett indicator · 18 cross-asset valuation metrics
RISK SIZER
Kelly sizing · sector clustering · drawdown circuit breakers
VOLATILITY MONITOR
VIX · MOVE · SKEW · cross-asset vol regime · divergence detection · 5min refresh
ATH TRACKER
All-time-high distance · monthly bars back to 1990
BACKTEST & PERFORMANCE
Track record · per-signal P&L attribution · calibration weights
BACKTEST
v2.0.1 honest backtest · arithmetic Sharpe with bootstrap CI · per-signal contribution · v1.1/v1.2 comparison
PERFORMANCE
Paper portfolio P&L vs SPY buy-and-hold · open positions · signal-source breakdown · win rate
CALIBRATION WEIGHTS
How signal trust evolves week-over-week · weight trajectories · accuracy snapshots from SSM
HORIZONS
Per-horizon signal accuracy (day_1/3/7/14/30/90) · horizon-aware weights · best window per signal
POSITION SIZING
Risk parity · Kelly fraction · volatility targeting · concentration caps
SIGNALS
Live signal ledger · current calibration weights · latest fires · methodology
MORNING BRIEF
8AM ET daily AI brief · macro outlook · regime call · horizon-aware action items
MACRO NOWCAST
Composite z-score nowcast · 7 FRED series · regime classification · refreshed every 6h
AUDIT TRAIL
Time-series snapshot index · every feed every 5min in DynamoDB · 'what did the system show at <ts>' query
EVENT STUDY
SPY forward returns around 8 algorithmically-detected macro events · Fed cuts/hikes · curve · VIX · credit · daily refresh
DATA SOURCES & ANALYTICS
Specialized tools and raw data terminals
CHARTS TERMINAL
Bloomberg-style charting · 200+ series · multi-timeframe technical analysis
TREASURY AUCTIONS
UST auction calendar · bid-to-cover · indirect bidder share · primary dealer flow
DEX TERMINAL
DEX volume · token flows · pool TVL · cross-chain liquidity scanner
CARRY SIGNALS
FX carry trade · cross-currency basis · funding spreads · yield differentials
ML PREDICTIONS
Machine learning forecasts · 4h refresh · regime classification · confidence bands
DESK · V2
Operator console v2 — design language source · phase outputs · setups
REPORTS
Daily/weekly briefs · scorecards · calibration history · Telegram log
SYSTEM HEALTH
78-component health monitor · Lambda invocations · S3 freshness · live alerts
ALERTS
Last 100 fired alerts · Telegram + webhook delivery audit · severity distribution · multi-channel routing
AUDIT TRAIL
Time-series snapshots of every feed · DynamoDB · 365d TTL · "what did the system show at <timestamp>?"
ERRORS
Self-hosted error tracking · 11 critical Lambdas instrumented · structured JSON · traceback + log stream
LEGENDARY INVESTORS
6 investor personas (Buffett · Munger · Burry · Druckenmiller · Lynch · Wood) analyze any S&P 500 ticker
DOLLAR STRENGTH
DXY broad · major (G10) · OITP · Fed nominal trade-weighted indices · 5min refresh
FORENSIC SCREEN
Beneish M-Score · Sloan accruals · WC divergence · goodwill bloat — earnings quality red flags across SP500, 12h refresh
BOND INDICES
ICE BofA US Corp Master · High Yield · Treasury benchmarks · 1D/1W/1M/3M changes
MACRO DATA
Global manufacturing PMI · banking sector loans · BEA GDP & national accounts
SENTIMENT & TRENDS
News sentiment · Google search trends · crypto + finance behavioral signals
REPO & PRE-CRISIS
57-metric plumbing health · phase classification · pre-crisis warnings · 30min refresh
CRISIS & PLUMBING
Official Fed stress indices · MMF flows · cross-currency basis · yield curve · 6h refresh
REGIME & ANOMALY
Hidden Markov Model 4-state regime detector · Mahalanobis anomaly layer · daily refit
CORRELATION BREAKS
10-asset 60d rolling correlation matrix · Frobenius z-score · pairs breaking 1Y norms · daily refresh
INSTITUTIONAL EDGE STACK · 10 engines
Hedge-fund-grade alpha catalogue · academic-prior-anchored · retail-readable why-now · live trade tickets
VIX BACKWARDATION TRIGGER
VX1/VX2 ratio & term-structure inversion · spike-detection on regime flips · contrarian SPX long ticket · Carr-Wu vol-arb prior
INSIDER OPEN-MARKET BUY CLUSTER
SEC Form 4 fresh open-market clusters · multi-insider conviction · Lakonishok-Lee +6-9% 12m drift edge · per-name ticket
BREADTH THRUST (ZWEIG)
10d advance-ratio crossing 61.5% from below · NYSE McClellan confirm · post-thrust 12m +24% historical · long-equity ticket
VOL-TARGET FUND UNWIND
Realised-vol regime jumps trigger systematic deleveraging · forced flow timing · CTA & risk-parity flow window · counter-trend ticket
RUSSELL RECON FRONT-RUN
$10.6T benchmarked AUM forced-flow window · predicted adds/deletes/migrations · Madhavan-Ming 2003 +4-8% pre-rebal alpha · April-June calendar
BUYBACK AUTHORIZATION + DRIFT
8-K fresh-program scanner · $-sized + insider cross-confirm · Ikenberry/Peyer-Vermaelen +8-12% 90d drift · per-tranche ticket
STABLECOIN MINT-FLOW
USDT/USDC net mint vs burn 30d · BTC fwd-correlation · EXPLOSIVE/PARABOLIC regime detector · crypto-leverage rotation ticket
OPEX · 0DTE GAMMA CALENDAR
3rd-Friday OPEX + quad-witching state machine · Polygon max-pain · dealer gamma proxy · pin-comp & post-OPEX drift tickets
ACTIVIST 13D · <5-DAY ALERT
18-name activist roster · SEC EDGAR fresh SC 13D · Brav-Jiang-Partnoy-Thomas +6-12% 12m alpha · multi-activist confluence ticket
RV/IV · VARIANCE RISK PREMIUM
Yang-Zhang RV vs ATM IV scanner · cross-sectional dispersion regime · VRP-rich/cheap basket · earnings-vol-crush tickets · daily post-close
RISK, HEDGING & VOLATILITY
CRO cockpit · tail-hedge execution stack · volatility & market-cycle radars
RISK DESK
14-engine CRO cockpit · firm risk board, tail hedge, stress desks, factor & attribution · live intraday severity strip
FIRM RISK BOARD
Firm-wide risk synthesis · single posture across every desk · exposure, leverage & limit breaches · daily
TAIL HEDGE OVERLAY
Tail-exposure gap vs the soft loss limit · sizes the required protection sleeve by scenario class
HEDGE PLANNER
Hedge execution ticket · worked legs by sleeve class · vol-radar timing overlay · pre-trade checks
HEDGE P&L
Hedge carry scorecard · cumulative premium spent vs convex stress payoff · is the sleeve earning its carry
VOL TURNING-POINT RADAR
Spike-risk & exhaustion canaries across 7 vol engines · COILED → PEAKING posture · 6-hourly
MARKET CYCLE EXTREMES
Tops & bottoms radar · euphoria/distribution signature + capitulation engine · cycle-position dial 0–100
GLOBAL STRESS MATRIX
World equity & bond-market stress · 6 equity + 4 bond markets scored 0–100 · worst flashes red
GSI CALIBRATION
Per-dimension IC vs forward 21d SPY drawdown · empirical weight evolution · paired-obs scatter · self-improving GSI
CALIBRATION FLEET
Universal IC loop across the signal fleet · 10 engines fit to forward SPY drawdown · PREDICTIVE/NOISE/CONTRARIAN rating per engine · SSM weight map for synthesizers
MASTER ALLOCATOR
Top-of-firm capital allocation · IC-weighted tactical tilts on a 60/30/10 strategic benchmark · DEFENSIVE→RISK_ON posture · 800bp active-risk budget · per-asset rationale
SIGNAL ORTHOGONALITY
Pairwise Spearman correlation audit across the fleet · greedy clustering at |corr|≥0.80 · keeper recommendation by IC · effective-information-rank
GSI HORIZONS
Term structure of stress · the same six-dim GSI calibrated at 5d / 21d / 63d / 252d · tactical vs cycle divergence detector · per-horizon weights + IC
LIVE PULSE
Fast intraday stress · SPY/VIX/DXY/MOVE every 15 min · 0–100 pulse vs morning batch GSI drift · auto-refresh 30s · Telegram tripwire on EVENT
LIVE STREAM
Real-time institutional signal fanout · WebSocket push the moment any of 7 tracked engines moves enough to matter · per-engine cards pulse + rolling delta tape · auto-reconnect
VOLATILITY RISK PREMIUM
Implied (VIX) minus realised (SPY) vol · VRP at 9d/30d/3m · percentile & ex-post scorecard · RICH/THIN regime
ECONOMIC CALENDAR
Forward macro-release calendar · consensus vs prior · tier-1 release countdown · recent surprise tally
FIRM RISK DESKS
Firm-wide risk capstones · exposure, factor, stress & attribution
FACTOR RISK MODEL
Multi-factor decomposition of the book · market, size, value, momentum & quality betas · contribution to variance · daily
FIRM BOOK
Consolidated firm-wide position book · net & gross exposure, sector & asset weights · the single source of truth for what the firm holds
STRESS DESK
15-scenario firm P&L stress test · historical & hypothetical shocks · worst-case loss per scenario · daily
LIQUIDITY MONITOR
Book liquidation capacity · days-to-liquidate per position · portfolio-level liquidity score · daily
MERGER-ARB BOOK RISK
Deal-break stress on the merger-arb book · spread risk, financing & regulatory break scenarios · daily
P&L ATTRIBUTION
Return decomposition across desks, factors & positions · what actually drove the book's P&L · daily
RISK MONITOR
Live firm risk monitor · VaR, exposure & limit usage · continuous
RISK RADAR
Cross-engine risk synthesis radar · early-warning read across every desk
STRATEGY DESKS & SCANNERS
Live trading desks & universe scanners
MERGER-ARBITRAGE DESK
Live M&A deal screen · annualised spread, completion odds & expected return per deal
PAIRS DESK
Statistical-arbitrage pairs book · cointegration, z-score entries & live pair P&L
PAIRS SCANNER
Scans the universe for cointegrated, mean-reverting pairs · ranked by edge
SPIN-OFF DESK
Corporate spin-off tracker · post-spin opportunity screen & forced-selling setups
INDEX RECONSTITUTION DESK
Index add / delete forecasts · positioning ahead of the rebalance flow
DIVIDEND COMPOUNDERS
Dividend-growth screen · payout durability, growth streak & yield-on-cost
CONVICTION ENGINE
Multi-signal conviction scoring across the equity universe · the highest-conviction names
OPTIONS FLOW SCANNER
Unusual options activity · large prints, sweeps & implied directional bets
SIGNAL SCORECARD
Track record of every signal · hit rate, edge & calibration over time
PORTFOLIO
Personal portfolio book · positions, P&L & risk
MACRO, INTEL & DATA ENGINES
Macro regime, narrative intelligence & data feeds
CROSS-ASSET REGIME
Cross-asset regime classifier · equities, rates, credit, FX & commodities in one read
HISTORICAL ANALOGS
Finds the closest historical market regimes to today · and what happened next
YEN CARRY & BOJ LIQUIDITY
Yen carry-trade stress monitor · BOJ liquidity, USDJPY & unwind risk
COT EXTREMES
CFTC Commitments-of-Traders positioning extremes · crowded longs & shorts
ACTIVITY NOWCAST
Real-time US economic activity nowcast · GDP-tracking from high-frequency data
CONSUMER & LABOUR PULSE
Consumer spending & labour-market health monitor
NY FED DEALER SURVEY
Primary-dealer survey signals · positioning & rate expectations
NARRATIVE DENSITY
Tracks which market narratives are intensifying across the news flow
GDELT SENTIMENT
Global news-event sentiment from the GDELT feed
FLEET HEALTH
System-wide engine health monitor · data freshness & pipeline status
BENZINGA
Benzinga news & analyst-action feed
EIA ENERGY
US Energy Information Administration data · inventories, production & prices
NASDAQ DATA LINK
NASDAQ Data Link economic & financial datasets
RAW DATA APIS
Direct API surfaces · government & institutional data feeds
KA METRICS
Full KA Index breakdown · 13 metric components · score history · daily refresh
FRED · FED DATA
Federal Reserve Economic Data · 800K+ series · macro time-series with TTL cache
FMP FUNDAMENTALS
Financial Modeling Prep premium · S&P 500 fundamentals · ratios · scores
OFR STRESS
Office of Financial Research · systemic stress index · cross-sector risk
UST AUCTIONS · DETAIL
US Treasury auction deep-dive · all maturities · historical bid-to-cover
NY FED
NY Fed primary dealer survey · GC repo rates · SOFR · Treasury operations
ECB · EUROZONE
ECB policy rates · Bund yields · inflation expectations · TLTRO operations
BLS · LABOR
Bureau of Labor Statistics · NFP · CPI · wages · JOLTS · unemployment
TRADING SIGNALS
Real-time multi-asset trading signals · entry/exit · confidence-weighted
AI PREDICTIONS · LEGACY
Earlier ML prediction dashboard · keep for historical comparison