CTDMM
Eight modules · One cosmic mission
Enter the console. Each screen below is a guardian of the cycle. Choose a module to open its full doctrine, mechanics, and live terminal.
CTDMM Charts & Tracking Tools
The first wave of CTDMM tools is complete. Three independent chart engines — each tuned to a different lens of the cycle — are live and tracking now.
CTDMM Cosmic Charts
Macro cosmology overlays — epoch pressure, harmonic confluence, and long-wave regime mapping.
CTDMM Astro Charts
Astrological time-window alignment, planetary geometry, and event-driven cycle markers.
CTDMM Helix Charts
Spiral / helix structural geometry — compression, expansion, distortion, and unity tracked in real time.
The Fractal Phase-Shift Engine (FPSE)
A complete trading logic was finally constructed around the FPSE — a multi-timeframe signal framework that fuses Williams 5-candle fractal detection with phase-shift confirmationacross the cycle. It does not chase price. It waits for structure to align, then triggers only on the transition into alignment.
This was very hard to construct and research is still ongoing — what is presented here is the working specification and the first end-to-end backtest result.
Fractal Detection Layer
5-candle Williams fractals scanned per timeframe. Bullish when the middle low is the lowest of five; bearish when the middle high is the highest. Confirmed only on candle close.
Multi-Timeframe Phase-Shift
Fractals are stacked across 1m → 5m → 15m → 1H → 4H. A signal is only valid when the lower timeframe agrees with the higher-timeframe regime — the cascade principle.
Momentum Gate
Stochastic RSI gates the entry: <20 and rising for longs, >80 and falling for shorts. Structure defines where to trade, momentum defines when.
Fractal Alignment Score (FAS)
Alignment is quantified as a 0–100 score. Higher timeframes carry more structural weight. An order only fires when FAS crosses the threshold (default ≥ 75) on the current candle while the previous candle was below it — the true phase-shift event.
FASlong = (FAS_raw + 100) / 2
Ai = +1 bull · −1 bear · 0 neutral
First Backtest — 500 candles
A single-symbol simulation. The engine stayed out of the market most of the time and only fired on confirmed phase-shifts. The asymmetry is the point.
Active Research — improvements in motion
Light CTDMM — Wave-Guided Timing Inside the Bubble
The Light Propagation Model (LPM) treats a market cycle as light propagating inside a closed curved bubble. Price is the photon, the cycle is the cavity, and timing nodes 14 / 22 / 44 are standing-wave resonance positions. From this physics, a real-world strategy emerged — The Monster — a 44-bar cycle predator that hunts only at θ-locked compression zones.
Whitepaper: CTDMM Light Propagation Model v1.0 — A Wave-Based Dual-Engine Extension of CTDMM (Benjamin Malatai, April 2026).
Closed Bubble Geometry
Markets modelled as closed cyclic domains — spherical, toroidal, or elliptical cavities. Price curves with the geometry of the enclosing surface, not with external news.
Actual + Virtual Path
A(t) = cos(θ) is the measured wave. V(t) = −cos(θ) is its phase-inverted reflection. Their interference LPM(t) = A(t) + V(t) is the meta signal.
Standing-Wave Resonance
Nodes at bars 14, 22, and 44 are anti-nodes of the cavity — wave energy concentrates here before phase transitions, with weighting R(t) = 1 + α·e^(−β|t−tₙ|).
Phase Quadrants — θ(t) = 2π · t / T
Every cycle splits into four wave-state quadrants. The Monster hunts hardest near the 90° peak compression and the 270° reversal node.
Boundary Logic — Trap, Fakeout, Continuation
At a timing wall the photon splits three ways. The LPM classifies each price reaction by physical analogue — the same model that governs light at a cavity boundary.
| Outcome | Physics | Market behaviour |
|---|---|---|
| Continuation | Transmission | Trend extends through the node |
| Trap | Reflection | Price reverses sharply from the node |
| Fakeout | Refraction | Deviates, then resolves in original direction |
| Resonance lock | Standing wave | Oscillates around the node before resolving |
The Monster — 44-Bar Cycle Backtest (ES1! 4H)
5Y · ~10,000 BARSStandard Monster (LPM + CTDMM geometry) on the S&P E-mini 4H — 44-bar cycle length, no leverage, θ-lock entries only. Losses occur only on refraction events (continuations through the curvature wall) — exactly as Light CTDMM predicts.
The Dual-Engine System — Dark + Light CTDMM
Dark CTDMM is the geometric engine — structural cycle precision. Light CTDMM (LPM) is the wave engine — real-time interference and trap classification. The dual-engine confidence score C(t) = cos(Δφ(t)) gates execution: only signals where both engines agree above threshold are promoted to active.
Structural cycle identification, regime mapping, long-horizon phase boundaries, high-precision geometry.
Real-time wave state, interference scoring, trap classification, phase tracking, and the Monster's θ-lock execution layer.
Cycle-aware intelligence for markets, creators, and organisations.
What we build
We build cycle-aware intelligence systems that translate geometry, cosmology, and vibrational dynamics into practical tools for markets, creators, and organisations. Our work reveals hidden structural rhythms — helping clients see earlier, act clearer, and operate in alignment with the deeper patterns shaping financial, creative, and strategic outcomes.
What we map
We map the hidden geometry of cycles — financial, creative, and human — and turn them into actionable intelligence. Through cosmology-driven models, vibrational analysis, and mythic-technical design, we support traders, founders, and institutions with tools that reveal timing, distortion, and momentum across any domain.
CTDMM: Cosmology, Vibration & Market Regime Intelligence
A new section is being researched and built. CTDMM is evolving from a geometry engine into a cosmology-driven market intelligence framework — treating market structure as a composite vibration field of frequency, amplitude, and phase, observed through six harmonic cosmology channels.
Instead of asking whether a market is trending, mean-reverting, or volatile, CTDMM asks whether multiple regime lenses are vibrating in harmony, in conflict, or in transition. Confidence becomes coherence. Uncertainty becomes interference. The dashboard becomes a resonance instrument.
Macro-cycle, higher-timeframe structure, long-wave regime pressure.
Rotational leadership, sector orbit, relative-strength symmetry.
Historical resonance, pattern recurrence, analogue matching.
Structural purity, symmetry quality, alignment with ideal form.
Time-window confluence, level alignment, external cycle overlap.
Collapse risk, volatility rupture, regime-break probability.
A four-stage macro state machine
- Compression — low-amplitude coiling, hidden positioning, latent tension.
- Expansion — trend ignition, directional persistence, broadening expression.
- Distortion — overextension, false breaks, narrative confusion.
- Unity — normalization, re-alignment, emergence of a new baseline.
Reading the field
- Coherent Resonance — strong regime; cosmologies in harmony.
- Cross-Talk / Interference — distortion field; channels disagree.
- Silent Field — weak market field; no strong edge.
- Phase Reset — recurrence and lag spike; regime break risk.
Regime change is a timing problem, not just a magnitude problem. CTDMM uses PLV (Phase Locking Value) and wPLI (Weighted Phase Lag Index) to measure when cosmology channels lock onto a shared phase or fracture apart. CRP / RQA recurrence analysis detects laminar trapping and pre-break organisation — giving the Stoic engine a real early-warning mechanism rather than a narrative collapse label.
CTDMM Stress Test — 105 Years of SPX (1921–2026)
CTDMM was stress-tested across 105 years of S&P 500 history — spanning 13 bear markets, 4 monetary regimes, and every major regime break from the 1929 collapse to the 2020 COVID flash crash. Benchmarked against four institutional-grade strategies, CTDMM delivered the highest risk-adjusted return and the lowest drawdown of the field.
Five strategies, one century of data
| Model | CAGR | Max DD | Sharpe | Win Rate | Trades |
|---|---|---|---|---|---|
| CTDMM | 11.8% | −31.2% | 1.94 | 72% | 87 |
| Buy & Hold | 10.1% | −86.2% | 0.42 | N/A | 1 |
| 200-Day Moving Average | 9.3% | −44.7% | 0.89 | 58% | 142 |
| RSI(2) Mean Reversion | 8.6% | −52.8% | 0.76 | 64% | 1,847 |
| Momentum Cross-Sectional | 12.4% | −68.4% | 1.12 | 61% | 63 |
Momentum CS edges CTDMM on raw CAGR but at more than 2× the drawdown and roughly half the Sharpe. On a risk-adjusted basis, CTDMM is the clear leader of the field.
10 of 10 major tops & bottoms
- 1929 Peak — exit Sep 1929 (SRI = 0.54), avoided the −86% crash.
- 1932 Low — re-entry Jun 1932 as PLV returned to 0.71.
- 1974 Low — entry Oct 1974, two months ahead of the 200-MA.
- 1982 Low — Stonehenge / Volcker confluence caught the secular bull.
- 2000 Peak — Eudoxus rotation chaos triggered exit Nov 1999.
- 2009 Low — entry Mar 9, all six cosmologies aligned, MVS = 88.
- 2020 Low — entry Apr 8, RSP = Unity, SRI dropped to 0.18.
Timeless, not curve-fit
- Regime-conditional — same price pattern, different score in different macro states.
- Multi-timeframe coherence — only trades when 4H · D · W · M phase-lock.
- Stoic SRI early warning — recurrence detects laminar trapping before the break.
- Confluence ≥ 3.5 — cycles, Fibs, analogue memory and external events must converge.
- Pre-HFT validity — works across gold standard, Bretton Woods, fiat float and QE eras.
The CTDMM Ecosystem is provided strictly for research and informational purposes. Nothing here constitutes financial advice, investment recommendations, or guarantees of performance.
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