Setting position lots manually overwrites the engine's belief about your current state.
Use this only when you executed a trade on Zerodha that the engine doesn't know about.
🌙 Overnight Economic Indicators · Pre-Market Global Cue · Update before market open
Sector Conviction Heatmap · Apr 23, 2026 · Click any sector for Risk & Reward breakdown · Click conviction ticker for dual qualitative review
Financials
4
AVOID
POST-Q
Industrials
6
COOLING
PRE-Q
Metals
9
LIVE
POST-Q
Pharma
6
COOLING
PRE-Q
Technology
5
COOLING
PRE-Q
Infra/RE
6.5
COOLING
PRE-Q
FMCG
5.5
COOLING
POST-Q
Auto & EV
5
COOLING
PRE-Q
Defense
8.5
LIVE
PRE-Q
Energy
6.5
COOLING
MID-Q
Materials
7
LIVE
PRE-Q
Telecom
8.5
LIVE
POST-Q
Realty
7
LIVE
PRE-Q
10 Economic & Market Macro Signals · India F&O Lens
GDP Growth FY26
7.6%
▲ New base 2022-23
BULLISH
Signal: FY26 GDP at 7.6% under new MoSPI base year. FY27 RBI projection 6.9%. Consumption-led growth intact. Signal: GDP >7% = RISK-ON · Deploy full allocation. Trade Note: Nifty/BankNifty LONG · Reduce cash to 15% · Add cyclicals
CPI Inflation (Mar)
3.40%
▲ from 3.21%
POSITIVE
Signal: Well below RBI 4% target. Food 3.87%, Core 3.4%. Supports rate hold or further cut path. Trade Note: LONG HDFC Bank / Bajaj Finance / DLF · CPI >5% = cut all rate-sensitives
GST Collections (Mar)
₹2.00L Cr
▲ +8.8% YoY · 2nd highest
BULLISH
Signal: Gross ₹2,00,064 Cr. FY26 full year ₹22.27L Cr (+8.3%). Import GST +17.8% = consumption strong. Trade Note: ₹2L Cr+ = LONG BankNifty/Consumption. Monthly drop >10% = reduce auto/FMCG
Nifty PE (Apr 2026)
24,378.1
▼ 0.81% today
FAIR VALUE
Signal: Below 20x = cheap → aggressive long. 20–24x = fair value → selective conviction. >26x = expensive → reduce to 3 positions max. Trade Note: 22.1× = deploy full allocation on conviction names · Widen stops
RBI Repo Rate
5.25%
Hold · Neutral · 5th time
HOLD
Signal: HOLD. SDF 5.00%, MSF 5.50%. 125bps cut in 2025. Next MPC: Jun 3–5, 2026. Rate cut path conditional on CPI <4% sustained. Trade Note: Jun cut expected = LONG BankNifty (+3-5%), DLF/Lodha (+8-12%), Bajaj Finance
10Y G-Sec Yield
6.52%
▼ from 6.75% pre-cuts
BULLISH
Signal: Falling from 6.75% → 6.52%. Below 6.4% = market pricing next cut. Bullish for Banks, RE, NBFCs. Trade Note: Yield <6.4% = LONG DLF / Bajaj Finance / HDFC Bank · Yield >7% = reduce RE/NBFC
Signal: All-time record. Daily avg 730 Mn txns, ₹95,243 Cr/day. Retail confidence at peak. Trade Note: Record UPI = LONG BankNifty / ICICI / HDFC / Zomato · 24% YoY = digital secular trend
HSBC Mfg PMI (Mar)
58.1
▲ vs 56.3 Feb · 3M high
BULLISH
Signal: >50=expansion. 58.1 = strong factory output, new orders at record pace. Dixon/BEL/ABB bullish. Trade Note: PMI >58 = add T3 on capital goods (ABB/Cummins/Dixon) · PMI <50 = exit all mfg longs
HSBC Services PMI (Mar)
59.6
▲ Highest YTD · 8M high
BULLISH
Signal: 59.6 = highest in 8 months. New business orders strong. Finserv/IT/Hospitality expanding. Trade Note: Services >58 = add Bajaj Finance / ICICI LONG · Drop <54 = reduce finserv exposure
LME Aluminium structural bull — energy transition + EV demand secular growth
ALUM ↑
China PBoC stimulus → global copper demand floor — watch for spike above $10K
COPPER ~
The Cultivator · Model DNA · v44 · Stable Release · 203 Instruments · SHORT Mode · Conviction Unified
Your Unique Financial Intelligence Framework · NSE F&O Futures · Built for the AI Era · Apr 23, 2026
A conviction-led, cost-minimizing, cycle-aware futures trading model. No buy-and-hold. No options. No Warren Buffett theory.
Just Howard Marks' 4-phase cycle intelligence, ruthless fundamental filters, geopolitical commodity overlays,
and maximum 4 high-conviction derivative trades per horizon. Entire corpus deployed through an Adaptive Tranche Engine
that sizes each leg by market cycle phase — not equal fixed splits.
v36 Risk-Env Overlay · How Market Environment Modifies Tranche Engine · Built Apr 23, 2026
Core principle: Mode selection (Expansion / Peak / Contraction / Recovery) sets the base thresholds.
The Risk-Env Overlay then adjusts those thresholds based on live market environment. Same mode behaves differently
in a RISK-ON world vs a RISK-OFF world — because the cost of being wrong is asymmetric across environments.
The overlay runs on every 15-min tick and on every Refresh-triggered macro audit.
Lever
🟢 RISK-ON
⚪ NEUTRAL
🔴 RISK-OFF
Entry floor (conviction)
mode − 5
mode default
mode + 8 (capped at 95)
T1 size multiplier
× 1.10
× 1.00 (mode base)
× 0.70
MARK-UP trigger Δ
+8 (quicker)
+10 (default)
FROZEN — no adds
T3 scale-in on winner
allowed freely
allowed (margin-gated)
FROZEN even on +8% P&L
Trim Δ threshold
mode default
mode default
mode + 4 (tighter)
FAST-TRIM P&L gate
−5% (default)
−5% (default)
−3% (earlier trigger)
Defensive Trim 🛡
—
—
25% auto-trim on NEUTRAL→RISK-OFF flip · one-shot, regardless of conviction
⚠ RISK-OFF Triggers (any 2 = flip)
• Brent crude > $100
• DXY (Dollar Index) > 103
• India 10Y G-Sec > 7.2%
• PMI Manufacturing < 52
• FII net flow < −₹2,000 Cr Also: any single trigger + zero RISK-ON triggers = RISK-OFF
↑ RISK-ON Triggers (2+ required, 0 off)
• Brent crude < $85
• PMI Manufacturing > 56
• FII net flow > +₹2,000 Cr
• DXY < 98 Requires 2+ ON triggers with ZERO OFF triggers to flip
Why the asymmetric design
In RISK-OFF environments, the cost of being wrong compounds — forced margin calls, widening spreads, and gap-downs
eat conviction plays alive. The overlay is not about calling tops or bottoms; it's about sizing smaller and exiting faster
when the tape is hostile, and pressing harder when the tape is supportive. Defensive Trim exists because every
experienced trader has a "Iran ceasefire collapse" story — the night the world broke while the thesis was still intact.
A mechanical 25% trim at the env flip removes the emotional reflex and buys optionality.
v27 Architecture · 3-Layer Framework · Built Apr 23, 2026
LAYER 1
Tranche Engine
Market-agnostic brain. Reads cycle phase + risk env + 10 macro signals → auto-selects 1 of 4 modes.
Each mode defines: T1/T2/T3 multipliers, reserve floor, conviction entry threshold, trim threshold.
Outputs one of 5 universal verbs every 15 min: ENTER · MARK-UP · HOLD · MARK-DOWN · EXIT.
Manual mode override supported (🔒 MANUAL badge appears when engaged).
LAYER 2
Efficient Super Trade
F&O-only universe filter. 191-stock NSE F&O pool runs through 4 sequential gates:
(1) Risk-On/Off env (2) QoQ fundamentals (rev/profit/ROCE≥10/Piotroski≥5) (3) Val×Growth×Beta rank
(4) Sub-sector specifics. Survivors scored 0–100 via formula:
(Fund×0.25)+(Tech×0.30)+(Macro×0.25)+(Catalyst×0.20)−Risk.
Top 4 with sector diversification (1 per sector) become Super Trades. Floor: conviction ≥ 50 to qualify.
LAYER 3
One Active Trade
Engine ranks · you pick. 4 ranked cards with conviction bars. Tap ACTIVATE to deploy
100% corpus (Expansion mode) to one trade. Engine now runs 15-min tick decisions on that trade.
Lots sized live = max_lots × (conviction/100) × mode.t1Mult. Trims are conviction-linked proportional:
drop −20 conviction → trim 20% of lots. Thesis-flip protocol triggers red alert box when conviction drops beyond mode trim threshold.
Lot Action Queue logs last 10 decisions with full reasoning trail.
Why this architecture? The framework is the product. Instruments are replaceable inputs.
If a trade's catalyst fires against us or a stock has a corporate action, only Layer 3 reshuffles.
Layers 1 and 2 remain sound. Stale data → fresh ranking at next tick. No rebuild needed.
The 3 Pillars · What This Model Is Built On
🔄
Pillar I · Economic & Market Cycle
Howard Marks' 4-phase framework: Expansion → Peak → Contraction → Recovery.
Each phase dictates which sectors get capital and which get avoided — entirely.
India is currently in Expansion: GDP 7.6%, PMI 58.1, credit growth 15%+.
RBI rate cut path active (Apr 30 MPC). This single call determines the directional bias for ALL trades.
Cycle phase reviewed monthly or on significant macro events — not daily noise.
CURRENT PHASE: EXPANSION ●
📊
Pillar II · Sectoral Performance
7 sectors scored 1–10 based on: QoQ results quality, sub-sector specific KPIs (NIM for banks, EBITDA/t for metals,
order book for defense), PMI overlays, FII flow, and results calendar context (pre/post/mid-quarter).
Each sector clicked reveals its full Risk vs. Reward matrix.
Only LIVE sectors (score ≥ 7.5) qualify for capital deployment in Expansion phase.
Pillar III · Geopolitical Commodity & Supply Chain
US-China tariff war 145% → India EMS winner (Dixon), pharma API shift (Lupin).
West Asia conflict → Brent crossed $100 overnight ($102) → OMC headwind, defense tailwind (BEL/HAL).
DXY at 98.35 → STILL ABOVE 98 — IT re-rate trigger NOT yet active (Persistent, Coforge on hold).
LME Aluminium $3,570/t (3yr high) → Hindalco structural positive confirmed on Iran supply shock.
Red Sea freight premium → logistics cost overlay intact.
These are not macro noise — they are direct input-output chains mapped to specific stocks in the watchlist.
The 4 Gates · Every Trade Must Pass All Before Capital Is Deployed
Sequential Gate Filter — Fail Any = No Trade. Pass All = Super Trade Candidate.
G1
Risk-On / Risk-Off Environment
Check Nifty PE, FII flow direction, VIX level, and global risk sentiment before entering any trade.
Risk-On = Nifty PE 18–24×, FII net buyers, VIX <16, DXY stable. Risk-Off = exit all cyclicals, hold cash or Gold MCX.
This is the master switch — if Risk-Off is called, no new trades enter regardless of fundamentals.
PASS: Nifty PE 18–24× · FII buyers · VIX <16FAIL: PE >26× or FII sellers or VIX >20 → EXIT ALL
Three sequential QoQ filters — all three must be positive for Gate 2 to pass. (1) Sales Growth → Revenue QoQ% — Top-line must grow quarter-over-quarter. A one-quarter dip is allowed only if structural (seasonal), not if structural revenue is shrinking. (2) Operating Growth → EBIT QoQ% — Earnings Before Interest & Tax must grow QoQ. EBIT QoQ% is the operating leverage signal — it strips out financial costs and shows whether the core business is expanding. Screener.in label: Operating Profit QoQ. (3) Profit Growth → Profit QoQ% — Net Profit after tax must grow QoQ. If revenue grows but profit shrinks, margin compression has failed Gate 2. Screener.in label: Net Profit QoQ.
ROE/ROCE must be stable or rising. Free Cash Flow must be positive or improving. A company beating on revenue but compressing margins fails this gate.
Watchlist: Profit QoQ% Screener.in: Net Profit QoQ
PASS: Rev QoQ↑ + EBIT QoQ↑ + Profit QoQ↑ + FCF↑ + Margin stableFAIL: Any of the three QoQ metrics negative, or margins compressing → SKIP
G3
Super Trade Selection · Valuation + Growth + Beta Rank
Among all Gate 2 passers, rank by: (1) Lowest PEG Ratio — growth-adjusted value.
(2) Lower EV/EBITDA — enterprise value sanity check.
(3) Higher Beta — for futures, beta amplifies returns in a trending market.
The intersection of cheap-on-growth × high-beta × clean balance sheet = Super Trade.
Max 4 trades selected per horizon. No diversification — conviction or nothing.
PASS: PEG <2 · EV/EBITDA reasonable · Beta ≥1.1FAIL: PEG >3 with no catalyst override → DEPRIORITIZE
G4
Sub-Sector Specific Indicator Check
Each sub-sector has its own health indicator that overrides generic financials.
Banks: NII growth + NIM direction (NIMs compressing = structural headwind even if PAT beats).
Insurance: Gross Premium growth + VNB margin.
Manufacturing/Capital Goods: ROCE, ROIC, Piotroski Score ≥7.
Metals: LME commodity price direction + EBITDA/tonne.
IT: TCV deal wins + attrition rate + DXY direction.
Pharma: ANDA pipeline + US generics pricing + DXY.
PASS: Sub-KPI trending in right directionFAIL: Sub-KPI deteriorating → AVOID even if G1–G3 pass
Trading Horizon · 60 Days · Permanent
60 Days
v30 · LOCKED HORIZON
Vinay's only trading window
60-day window spans 2 NSE expiry cycles. Captures full quarterly result + Q1 FY27 guidance.
Wider stops (8–10%), higher Pillar I conviction required. Roll month-by-month if sector conviction ≥ 7.5.
Ideal for structural themes — defense capex, EMS PLI ramp, pharma ANDA pipeline, IT re-rate — where thesis
needs time to play out past a results catalyst. 30-day and 90-day horizons removed permanently —
30-day is too noisy for conviction trades, 90-day requires corpus-lock inconsistent with Vinay's cadence.
PLI Disbursals & Revenue Mix — Dixon PLI scheme disbursals FY26 ₹8,460 Cr. Customer concentration: Apple/Samsung shift timeline.
ROCE + Revenue per Client — Dixon ROCE 39.95% = best-in-class. Revenue per OEM client growing = pricing power. Watch US tariff news daily.
🏠 Real Estate
Pre-Sales & Collections — DLF pre-sales ₹Cr per quarter. Collections efficiency. Unsold inventory months. New launches pipeline.
Rate Cut Sensitivity — Every 25bps RBI cut = RE sector +5-8% structural re-rate. Watch RBI MPC dates: Jun 3-5 2026 is the key catalyst.
🛡️ Defense & Aerospace
Order Backlog & Execution — BEL ₹76K Cr backlog = 3yr revenue floor. HAL ₹1.3L Cr pending orders. Execution rate vs. order inflow rate.
Budget Allocation Growth — India defense capex ₹6.2L Cr FY27. Offset clause progress. Export order wins (global defense secular upcycle).
The Philosophy · Why The Cultivator Exists
NOT WARREN BUFFETT
Buy-and-hold made sense in a pre-AI, pre-geopolitical dislocation era. In 2026, supply chains restructure quarterly, AI disrupts sector moats in months, and tariff wars reprice entire industries overnight. Static holding destroys capital. The Cultivator is dynamic.
NOT AN OPTIONS PLAYER
Options decay destroys conviction plays. If you're right on the thesis but wrong on timing by 2 weeks, options expire worthless. Futures carry the position without theta decay. A 2-week holding window with 3 tranches and proper stops is how capital compounds in F&O without structural time-decay risk.
CONVICTION OVER DIVERSIFICATION
Diversification is protection against ignorance. When the model passes all 4 gates, diversification dilutes returns without reducing risk — it just guarantees mediocrity. Max 4 trades. One primary. All corpus on the best setup. That is The Cultivator's edge: ruthless prioritization.