Market Tools

AI-powered market intelligence for US and India — running live every week · GitHub

Two filters before touching anything.

Quality business
Profitable, cash-generating, not drowning in debt. Low Debt/EV · strong operating margins · ROE · positive FCF. If it can't survive a bad year, it doesn't qualify.
Confirmed price structure
Four moving averages — price above all four. Weekly trend intact. The market agrees with the fundamentals before you act on them.

Both have to say yes. If only one says yes, you wait. That's it.

Live Screens

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US Quality Screener
S&P 500-quality names that passed all financial filters. Graded A+/A/B. Shows EPS growth estimates, entry zone vs MA200d, and weekly divergence signal.
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India Quality Screener
NSE universe across India growth themes — Capital Goods, Defense, Pharma, IT, Financials, Consumer. Same filters, India-calibrated thresholds.
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US Aligned Screener
Weekly MA alignment scan — 4/4 aligned names, FullCoil squeeze setups, CMF accumulation, RS vs SPY, A/D Line + OBV divergence signals.
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India Aligned Screener
Same alignment framework for NSE — 4/4 aligned, FullCoil squeeze, RS vs NIFTY 50, A/D Line + OBV divergence. Weekly cadence.
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US Market Dashboard
Sector ETF momentum — which sectors have confirmed structural uptrends. ALIGNED / PULLBACK / AVOID across 50D · 20W · 10M · 20M.
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India Market Dashboard
NSE sector index briefing — same MA framework applied to Indian sector indices. Which themes are structurally in play vs on pause.
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⟳ ON-DEMAND
Monthly MA Gate — US + India
Pre-recovery screen. Finds names within ±2% (on the gate) or ±5% (in the zone) of their 10-month or 20-month SMA. No stack required — proximity only. Run just before or early in a recovery cycle.
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Dividend & Income Screener
68 dividend names graded by yield sustainability, FCF coverage, margin quality, and debt discipline. 4/4 MA aligned names first. Recovery watchlist (VFC, FMC, NWL) tracked with gate conditions. Runs weekly.
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Quick Start — 5 Minutes to First Setup

1
Open the Quality Screener for your market

Start with US Quality Screener or India Quality Screener. Focus on the A+ and A rows first — these passed all financial filters with the strongest scores.

2
Check the Entry zone column

Shows where price sits vs its 200-day moving average. ● ZONE = near or below MA200, reasonable price. ● FAIR = moderately extended. ● RICH = well above MA200, thin margin of safety. Start with ZONE names.

3
Check EPS FY — is earnings growth going the right way?

Analyst estimates for current FY / next FY EPS growth. +18% = strong. ⚠ -5% = declining — the business is historically quality but the near-term wind is against you. Best combination: A+ · GREEN ZONE · growing EPS.

4
Cross-check the Aligned Screener — is the price structure confirmed?

Open US Aligned or India Aligned. Find your shortlisted names in the 4/4 Aligned section. A name that passes quality and is 4/4 with CMF > 0 is the full signal: fundamentals confirmed by structure confirmed by accumulation.

5
Not in both screens? It goes on the watchlist, not in the trade.

A+ quality with a broken chart is a candidate, not a setup. 4/4 aligned with B-grade fundamentals is a chart without conviction. Both filters must say yes. Everything else waits.


How to Read Each Screen

Quality Screener columns

ColumnWhat it meansHow to use it
A+ A BQuality grade — scored on margins, ROE, FCF, debt, revenue growthA+ = all boxes checked. Start here. B = passes filters but lower quality score.
Debt/EVDebt as a fraction of enterprise value≤ 0.05 = near-zero debt (A+ threshold). > 0.20 = fails the filter.
Op% / Net%Operating and net profit marginsHigher = more durable. 25%+ operating margin absorbs a lot of bad years.
FCF YldFree cash flow as % of market capPositive = generates real cash. Negative = consumes it.
EPS FYAnalyst estimate: current FY growth / next FY+15% = growing. ⚠ -8% = declining this year. — = sparse analyst coverage.
EntryPrice vs MA200d + grade + EPS modifier● ZONE = favorable entry. ● FAIR = proceed carefully. ● RICH = stretched.
Signal (wk)Weekly RSI-14 + MACD divergence — both must agree to fire⬆ bull = momentum recovering. ⬇ bear = fading. — = no signal (most weeks).

Aligned Screener columns

ColumnWhat it meansHow to use it
4/4 MAPrice above all four MAs: 10w, 20w, 10-month, 20-monthFull structural confirmation — trend intact across all timeframes.
RS vs SPY/NIFTY13-week price return vs benchmark> 1.0x = outperforming. 1.15x = 15% stronger than index. Lagging in a bull = red flag.
CMFChaikin Money Flow — volume weighted to close position in daily range> +0.10 = clear accumulation. < -0.10 = distribution. ~0 = no conviction.
AD OBVA/D Line slope (↑/↓) + OBV slope (↑/↓)↑↑ = both rising, institutions accumulating. ↓↓ = distribution. Mixed = unclear.
◆ bull divA/D Line rising while price is weakSmart money accumulating before price confirms. Strongest early signal.
◇ bear divA/D Line falling while price risesDistribution into strength — institutions selling while price still looks good.
FullCoilFour MAs compressed close together — energy buildingA coil breaking with CMF+ and RS > 1.0x is the highest-conviction setup.

Dashboard signals

SignalWhat it meansHow to use it
ALIGNEDPrice above all 4 MAs — 50D, 20W, 10M, 20MSector trend confirmed. Names in this sector have structural tailwind.
PULLBACKLong-term MAs (10M, 20M) intact, short-term (50D, 20W) brokenSector dipped inside a longer uptrend. Potential re-entry zone.
AVOIDBelow long-term moving averages — structure brokenWait for structure to rebuild. No actionable setups here.

The One Rule Worth Remembering

Either fully aligned or fully discounted. Nothing in between.

A 3/4 name with a good story is not a setup — it is a candidate. A name with a reasonable valuation and weak structure is not a value buy — it is a hope trade. If it is not fully aligned and not fully discounted, it lives on the watchlist and nowhere else.

These tools do not recommend. They organize questions about quality, structure, and momentum. What you do with the output is your own judgment, your own context, and your own responsibility.

Data sourced from NSE / NYSE via Yahoo Finance · yfinance. Updated every Monday via GitHub Actions — no server, no manual steps needed.
For informational purposes only — not financial advice. Always do your own research before making investment decisions.
Source: github.com/neurobloomai/market-tools