Tazoor Stocks

Upstox connection setup

Common to both tabs - one Upstox app, one connection. Saving credentials or connecting here also writes the same key/secret/token into 1050_strategy_algo's own .env, so its runner.py (started from the 1050 Strategy tab, or run separately from a terminal) has a working token too, without connecting twice.

1. Register (or reuse) an Upstox app with this exact redirect URI. Open Upstox developer console →

2. Paste that app's API key and secret:

3. Connect (Upstox tokens expire daily - repeat this each trading morning):

token market --:--:--

Current price

—

Today's open—

As of—

Today's prediction

—

Model—

Computed at—

Model

—

Walk-forward accuracy—

Baseline (always up)—

Dataset size—

Last retrained—

Prediction history

Date	P(up)	Predicted	Actual	Correct

No recorded outcomes yet - check back after 15:10 on a trading day.

Server log

Next-candle predictor (any symbol, any timeframe)

A separate, generic model from the 10:50→15:10 predictor above: given the history of candles at the symbol/timeframe you pick, predicts whether the next candle closes above the current one. 5-min and especially 1-min candles mean a lot of rows - training on those can take several minutes; coarser timeframes (30min/1h/1day) train in seconds. MCX commodities are a single expiring futures contract, not a continuous series, so they only have a few months of history regardless of timeframe.

1. Pick a symbol. New to this dashboard? Click "Fetch history" once first (can take a minute or two) - "Refresh recent data" after that just tops up the last few days.

Pick a symbol above O— H— L— C—

2. Train, then predict:

Model—

Walk-forward accuracy—

Baseline (always up)—

Dataset size—

Last trained—

—

Click "Predict next candle" to see a reading.

Current price (live)—

Prediction based on candle—

...at close—

Should you place an order on this? —

Indicators used (this symbol/timeframe)

Train this symbol/timeframe to see which indicators it relies on.

Test against recent real candles

Click "Refresh recent data" then "Check recent candles" to see how the trained model scores against the freshest real candles fetched for this symbol.

Candle time	Close	P(up)	Predicted	Actual	Correct	Test type

Indicators used

Ranked by how much the model leans on each one. Longer bar = more weight; each row explains what it measures and, where the model type allows it, which way it's currently pushing the prediction.

No trained model with recorded feature importance yet - click "Retrain now" above.

Research probabilities only, not a trade signal. Not wired into strategy.py - going live with this would be a separate, deliberate step. See the project README for the model's known limitations (small sample size, unverified Upstox endpoint shapes, no options-P&L accounting).

mode runner token

How this strategy works

It's a same-day (intraday) NIFTY options strategy: sell an at-the-money "straddle" to collect premium, buy two far-out-of-the-money options as cheap "insurance" against a big move, and close everything before the market closes - nothing is ever held overnight. A straddle means selling a Call (CE, profits if price stays below the strike) and a Put (PE, profits if price stays above the strike) at the same strike price - so the trade profits as long as NIFTY doesn't move much either way.

Time	What happens	Why
10:50	Note NIFTY's price, round to the nearest 50.	Sets the reference point for the insurance strikes below.
10:50	Pick insurance strikes: that rounded price +500 for a Call, −500 for a Put.	500 points away is cheap - these only pay off if NIFTY makes a big move.
10:55	BUY both insurance options at market. No stop-loss, held all day.	This is the "insurance" - it caps losses if the straddle below goes badly wrong.
11:00	Note NIFTY's price again, round to the nearest 50 - this becomes the straddle strike (same strike for both legs).	Re-checking 10 minutes later gets a strike close to the current price (at-the-money), where option premium is richest.
11:00	SELL a Call and a Put at that strike (the straddle).	This is the main trade - selling options collects premium now, betting NIFTY stays roughly where it is for the rest of the day.
continuously	Checked every 15 seconds: if either sold leg's price rises 50% above what it was sold for, that leg is bought back immediately.	A stop-loss - selling options loses money if the market moves a lot; this caps how much any one leg can lose.
15:10	Square off: buy back any straddle legs still open, then sell the insurance legs.	Everything closes same-day - no overnight risk, ever.

Today's log below will show these same steps, timestamped, as they happen. Selling options carries real risk if NIFTY moves a lot before 15:10 - the insurance legs and the 50% stop-loss reduce that risk, they don't remove it. "Position limits" below sets how many contracts each leg trades (lot size × num lots) and an optional hard stop (max daily loss) that squares everything off early if breached.

Upstox connection is shared with the ML Predictor tab - see the "Upstox connection setup" panel above. The token badge here reflects 1050_strategy_algo's own .env, which gets the same key/secret/token mirrored into it automatically whenever you connect above.

Open positions

Unrealized P&L against each leg's live market price - auto-refreshes every 5s while this tab is open (the Refresh button forces an immediate update too). Stops polling the moment you switch to the ML Predictor tab, so it's not hitting Upstox in the background when you're not looking at it. Close positions now does what the strategy normally does at 15:10 (buys back any sold legs, sells the insurance legs) but on demand - only works while the runner isn't actively running (stop it first if it is, to avoid a double-close). "Premium collected" is not margin - it's just the cash received for selling. "Margin required" is a separate, usually much larger figure from Upstox's own risk engine: the real collateral a broker would hold for this basket.

Invested (insurance)

—

Premium collected

—

Margin required

—

Realized P&L (today)

—

Unrealized P&L (live)

—

Total P&L today

—

Leg	Symbol	Side	Qty	Entry price	Current LTP	Unrealized P&L

No open positions right now.

Position limits

Runner control

Starts runner.py in paper mode only - this dashboard refuses to launch it while .env is armed for live trading. Runs detached from this dashboard, so it keeps going even if you close this tab or restart the server. Runs once per trading day: once today's run has started, Start disables itself (whether or not the positions are since closed) until tomorrow - restarting mid-day used to re-enter the whole strategy on top of what was already open, which really happened once, so there's no override button here anymore.

One-shot checks (from the README's manual steps)

These run once and show their output below - they don't start anything continuous. Use "Check instrument lookup" before your first live day to catch an Upstox schema change early; "Dry run now" walks through the whole flow immediately (skipping the 10:50/10:55/11:00/15:10 waits) so you can see it work in seconds - only gives realistic prices while the market is actually open.

Today's paper ledger Download CSV

No ledger rows for today yet.

Today's log

This panel starts/stops and configures 1050_strategy_algo's own script - it does not reimplement its trading logic. Live-mode arming (PAPER_TRADING=false + the confirm phrase) is intentionally not controllable from here; see that project's README for going live.

mode runner token

How this strategy works

The same strategy as the NIFTY tab, run independently against BSE SENSEX options instead - its own separate runner, ledger and position limits. It's a same-day (intraday) options strategy: sell an at-the-money "straddle" to collect premium, buy two far-out-of-the-money options as cheap "insurance" against a big move, and close everything before the market closes - nothing is ever held overnight. A straddle means selling a Call (CE, profits if price stays below the strike) and a Put (PE, profits if price stays above the strike) at the same strike price - so the trade profits as long as SENSEX doesn't move much either way. SENSEX trades around 15× NIFTY's level, so the insurance offset and strike-rounding step below are wider (verified live against Upstox's own SENSEX option chain: strikes step in 100s, lot size 20 as of Aug 2026).

Time	What happens	Why
10:50	Note SENSEX's price, round to the nearest 100.	Sets the reference point for the insurance strikes below.
10:50	Pick insurance strikes: that rounded price +1500 for a Call, −1500 for a Put.	1500 points away is cheap on SENSEX's scale - these only pay off if SENSEX makes a big move.
10:55	BUY both insurance options at market. No stop-loss, held all day.	This is the "insurance" - it caps losses if the straddle below goes badly wrong.
11:00	Note SENSEX's price again, round to the nearest 100 - this becomes the straddle strike (same strike for both legs).	Re-checking 10 minutes later gets a strike close to the current price (at-the-money), where option premium is richest.
11:00	SELL a Call and a Put at that strike (the straddle).	This is the main trade - selling options collects premium now, betting SENSEX stays roughly where it is for the rest of the day.
continuously	Checked every 15 seconds: if either sold leg's price rises 50% above what it was sold for, that leg is bought back immediately.	A stop-loss - selling options loses money if the market moves a lot; this caps how much any one leg can lose.
15:10	Square off: buy back any straddle legs still open, then sell the insurance legs.	Everything closes same-day - no overnight risk, ever.

Today's log below will show these same steps, timestamped, as they happen. Selling options carries real risk if SENSEX moves a lot before 15:10 - the insurance legs and the 50% stop-loss reduce that risk, they don't remove it. "Position limits" below sets how many contracts each leg trades (lot size × num lots) and an optional hard stop (max daily loss) that squares everything off early if breached.

Upstox connection is shared with the ML Predictor tab - see the "Upstox connection setup" panel above. The token badge here reflects 1050_strategy_algo_sensex's own .env, which gets the same key/secret/token mirrored into it automatically whenever you connect above (the same mirror also feeds the NIFTY tab - one connect flow, all three tabs).

Open positions

Unrealized P&L against each leg's live market price - auto-refreshes every 5s while this tab is open (the Refresh button forces an immediate update too). Stops polling the moment you switch to another tab, so it's not hitting Upstox in the background when you're not looking at it. Close positions now does what the strategy normally does at 15:10 (buys back any sold legs, sells the insurance legs) but on demand - only works while the runner isn't actively running (stop it first if it is, to avoid a double-close). "Premium collected" is not margin - it's just the cash received for selling. "Margin required" is a separate, usually much larger figure from Upstox's own risk engine: the real collateral a broker would hold for this basket.

Invested (insurance)

—

Premium collected

—

Margin required

—

Realized P&L (today)

—

Unrealized P&L (live)

—

Total P&L today

—

Leg	Symbol	Side	Qty	Entry price	Current LTP	Unrealized P&L

No open positions right now.

Position limits

Runner control

One-shot checks (from the README's manual steps)

Today's paper ledger Download CSV

No ledger rows for today yet.

Today's log

This panel starts/stops and configures 1050_strategy_algo_sensex's own script - it does not reimplement its trading logic. Live-mode arming (PAPER_TRADING=false + the confirm phrase) is intentionally not controllable from here.

mode runner token

How this strategy works

"5 Min RCB" (Red Candle Breakout) - a same-day NIFTY options strategy that watches the index's own 5-minute candles and buys a single option (never sells one) when price breaks out of a reference candle. Unlike the 1050 strategies, it can take more than one trade a day - up to a set number of stop-losses before it stops itself for the day.

Step	What happens	Why
Alert candle	Watch 5-min candles from market open. The first one that closes red (close below its own open) is marked the Alert Candle - its High and Low are noted, and PV (point value) = High − Low.	A red candle after the open is used as a reference range for what "a real move" looks like on this particular morning.
Entry trigger	Watch every candle after that. The moment one closes above the Alert Candle's High, buy an at-the-money CALL. The moment one closes below the Low instead, buy an at-the-money PUT. Whichever happens first - only one direction is taken per alert candle.	A close beyond the alert candle's range is treated as a breakout with follow-through, not just noise.
Strike & expiry	At-the-money = the trigger candle's own closing price, rounded to the nearest 50. Expiry = nearest weekly.	Keeps the option's price sensitive to the same move that triggered the trade.
Stop-loss / Targets	All in underlying NIFTY points, off the trigger level: Stop-loss = trigger ∓ PV. Target 1 = trigger ± PV (exit here). Target 2 = trigger ± 2×PV (shown for reference only - this bot exits fully at Target 1, it does not partially book and trail to Target 2).	The same candle range (PV) that defined the setup also sizes the risk and the reward - checked continuously against the live price, not just once every 5 minutes.
Repeat / stop	After an exit, if the day isn't done, it watches for the next alert candle and can trade again - up to 3 stop-losses in a day, or a ₹4,500 realized loss, whichever comes first (both configurable below). Either one trips the circuit breaker and the runner stops taking new trades for the rest of the day.	"Save your capital" - caps how much a genuinely choppy day can cost, rather than letting the strategy keep re-firing indefinitely.

Two things were genuinely ambiguous across the course material this was built from (the slides, the trader's own spreadsheet, and one worked example all disagreed) and were resolved by explicit choice rather than guessed: the stop-loss basis (raw, uncapped candle range - not a 15-30pt clamp, not a 20%-of-premium cut), and the entry trigger (the underlying index's own candle breaking out - not the option's own separately-tracked candle). See strategy.py's module docstring in 5min_rcb_algo for the full reasoning.

Upstox connection is shared with the other tabs - see the "Upstox connection setup" panel above. The token badge here reflects 5min_rcb_algo's own .env, which gets the same key/secret/token mirrored into it automatically whenever you connect above.

Today's status

Trades today

—

Wins

—

Stop-losses

—

Realized P&L (today)

—

Unrealized P&L (live)

—

Total P&L today

—

Open position

At most one position is ever open at a time. Auto-refreshes every 5s while this tab is open. Close position now exits it immediately at the current market price - only works while the runner isn't actively running (stop it first if it is).

Leg	Symbol	Qty	Entry price	Current LTP	Unrealized P&L

No open position right now.

Position & risk limits

Runner control

One-shot checks

These run once and show their output below - they don't start anything continuous and place no orders. "Check instrument lookup" verifies Upstox's option instrument master still resolves correctly. "Check today's signal" reports today's alert candle / entry trigger status so far, read-only.

Today's paper ledger Download CSV

No ledger rows for today yet.

Today's log

This panel starts/stops and configures 5min_rcb_algo's own script - it does not reimplement its trading logic. Live-mode arming (PAPER_TRADING=false + the confirm phrase) is intentionally not controllable from here.

Tazoor Stocks

Upstox connection setup hide

Current price

Today's prediction

Model

Prediction history

Server log

Next-candle predictor (any symbol, any timeframe)

Should you place an order on this? —

Indicators used (this symbol/timeframe)

Test against recent real candles

Indicators used

How this strategy works hide

Open positions Refresh

Position limits

Runner control

One-shot checks (from the README's manual steps)

Today's paper ledger Refresh Download CSV

Today's log Refresh

How this strategy works hide

Open positions Refresh

Position limits

Runner control

One-shot checks (from the README's manual steps)

Today's paper ledger Refresh Download CSV

Today's log Refresh

How this strategy works hide

Today's status

Open position Refresh

Position & risk limits

Runner control

One-shot checks

Today's paper ledger Refresh Download CSV

Today's log Refresh

Upstox connection setup

How this strategy works

Open positions

Today's paper ledger Download CSV

Today's log

How this strategy works

Open positions

Today's paper ledger Download CSV

Today's log

How this strategy works

Open position

Today's paper ledger Download CSV

Today's log