llmtrading/desk
PAPERNSE —NYSE —Last desk update 29 Oct, 09:44 IST
Live paper desk · NSE and US

Does an LLM analyst make a momentum strategy better?

Each desk runs two accounts on the same momentum screen. In the LLM-reviewed account Claude checks every candidate for red flags and can only veto or shrink a buy. The LLM off account trades the screen alone. The gap between them is the LLM's measured value.

US · LLM-reviewed$9,999.25−0.01% vs S&P 500 +0.23%
US · LLM edge+0.08 ppLLM off −0.08%
India · LLM-reviewed₹9,99,607.55−0.04% vs Nifty 50 +0.19%
India · LLM edge0.00 ppLLM off −0.04%
LLM vetoes4buys blocked so far
Orders25both desks, both books

Scoreboard

since each desk started
DeskLLM-reviewedReturnLLM offReturnIndexLLM edgeUnrealizedCashPositionsVetoes
US desk →$9,999.25−0.01%$9,991.67−0.08%S&P 500 +0.23%+0.08 pp−$0.7529%43
India desk →₹9,99,607.55−0.04%₹9,99,613.46−0.04%Nifty 50 +0.19%0.00 pp−₹10.5368%81

US equity

% since start · vs S&P 500Desk →
-0.2%-0.1%0%+0.1%+0.2%+0.3%28 Oct29 OctS&P 500 +0.23%LLM-reviewed −0.01%LLM off −0.08%

India equity

% since start · vs Nifty 50Desk →
-0.1%0%+0.1%+0.2%29 OctNifty 50 +0.19%LLM off −0.04%LLM-reviewed −0.04%

Open positions

LLM-reviewed booksFull history →
StockMktQtyAvgLastP&LP&L %StopTo stop
FEDERALBNKNSE144347.42347.10−₹46.08−0.09%309.8610.7%
HALNSE104,810.804,810.90+₹1.000.00%4,316.6310.3%
BOSCHLTDNSE147,223.6047,150.00−₹73.60−0.16%42,532.159.8%
ETERNALNSE115325.81325.65−₹18.40−0.05%285.1212.4%
NYKAANSE108346.02346.60+₹62.64+0.17%303.0412.6%
ZYDUSLIFENSE311,184.691,182.70−₹61.69−0.17%1,054.6610.8%
ADANIPORTSNSE201,796.901,803.90+₹140.00+0.39%1,612.5410.6%
DIVISLABNSE39,597.309,592.50−₹14.40−0.05%8,602.2410.3%
KOUS2191.7991.73−$1.26−0.07%88.603.4%
JNJUS7271.44271.04−$2.80−0.15%258.614.6%
CSCOUS16109.98110.29+$4.96+0.28%104.015.7%
METUS1599.7599.64−$1.65−0.11%95.424.2%

Activity

newest firstEverything →
Thu, 29 Oct 202627 events
09:36 ISTNSEOrder
momentum: Buy; bear regime: size x0.5; Buy: add to 27 (alloc 55, risk-sized 108) stop 1611.74
09:36 ISTNSEOrder
momentum: Buy; bear regime: size x0.5; Buy: add to 42 (alloc 84, risk-sized 154) stop 1054.66
09:36 ISTNSEOrder
momentum: Buy; bear regime: size x0.5; Buy: add to 143 (alloc 287, risk-sized 535) stop 309.91
09:36 ISTNSEOrder
momentum: Buy; bear regime: size x0.5; Buy: add to 144 (alloc 289, risk-sized 465) stop 302.89
09:36 ISTNSEOrder
momentum: Buy; bear regime: size x0.5; Buy: add to 153 (alloc 307, risk-sized 493) stop 285.12
09:36 ISTNSEOrder
momentum: Buy; bear regime: size x0.5; Buy: add to 10 (alloc 20, risk-sized 40) stop 4316.63
09:36 ISTNSEOrder
momentum: Buy; bear regime: size x0.5; Buy: add to 1 (alloc 2, risk-sized 4) stop 42532.15
09:36 ISTNSEOrder
momentum: Buy; bear regime: size x0.5; Buy: add to 5 (alloc 10, risk-sized 20) stop 8602.74
09:36 ISTNSEOrder
momentum Buy; LLM: claude-analyst Buy (66%) does not object; bear regime: size x0.5; Buy: add to 144 (alloc 288, risk-sized 535) stop 309.86
09:36 ISTNSEOrder
momentum Buy; LLM: claude-analyst Hold (55%): Buy softened to Overweight; bear regime: size x0.5; Overweight: add to 115 (alloc 230, risk-sized 493) stop 285.12
09:36 ISTNSEOrder
momentum Buy; LLM: claude-analyst Hold (58%): Buy softened to Overweight; bear regime: size x0.5; Overweight: add to 108 (alloc 216, risk-sized 465) stop 303.04
09:36 ISTNSEOrder
momentum Buy; LLM: claude-analyst Hold (58%): Buy softened to Overweight; bear regime: size x0.5; Overweight: add to 31 (alloc 63, risk-sized 154) stop 1054.66
09:36 ISTNSEOrder
momentum Buy; LLM: claude-analyst Hold (55%): Buy softened to Overweight; bear regime: size x0.5; Overweight: add to 20 (alloc 41, risk-sized 108) stop 1612.54
09:36 ISTNSEOrder
BUY 10 HAL @ 4810.8 LLM-reviewed
momentum Buy; LLM: claude-analyst Overweight (57%) does not object; bear regime: size x0.5; Buy: add to 10 (alloc 20, risk-sized 40) stop 4316.63
09:36 ISTNSEOrder
momentum Buy; LLM: claude-analyst Hold (55%): Buy softened to Overweight; bear regime: size x0.5; Overweight: add to 3 (alloc 7, risk-sized 20) stop 8602.24
09:36 ISTNSEOrder
momentum Buy; LLM: claude-analyst Overweight (58%) does not object; bear regime: size x0.5; Buy: add to 1 (alloc 2, risk-sized 4) stop 42532.15

Run schedule

IST, weekdays · each run is a scheduled Claude session
07:40NSEAnalyst reviews the screen's candidates (results dates, filings, news)
09:35NSETrade both accounts
12:35NSEMonitor stops
15:05NSEClose: equity, graded review, lessons
19:20USAnalyst review, then trade (09:50 ET)
22:20USMonitor stops (12:50 ET)
01:15USClose: equity, graded review, lessons (15:45 ET)

Backtests

Nifty 200 · Jan 2024 to Oct 2026Research →
Momentum screen, swing exits (2xATR stop, 2.5R target)−7.0%
Swing exits + SEPA trend template−10.4%
Slow momentum book (4xATR stop, no target, 20-day hold)−1.5%
Slow book + SEPA (current default)live+10.2%
Technical rules, 8 large caps−7.3%
Nifty 50 buy-and-hold+4.6%
Indian costs included. Today's index members, so survivorship bias flatters every row; none is statistically significant.