Log inSign up
Blog/AI Tools

day-trader-skill: what happens when a Time Machine tests a trade 10,000 times?

11 Claude skills for day trading. The most interesting part is the author's own example: 10,000 Tesla simulations came out close to a coin flip. Each skill in plain words.

3 min read

Someone promoting a trading tool usually shows you their best result. The author of day-trader-skill put an example in the README that came out "close to a coin flip". That's why this project caught our attention.

It's the sequel to trader-skill, and in 16 days it collected more than 5,000 stars. We read the docs. The numbers are the author's and we didn't recalculate them.

Tesla

Let's say it first, as the author does: most people who day trade lose money. This article isn't encouraging you to day trade.

One trade: which of the 11 skills runs when

Finding and entering

  • /trader-scanner searches thousands of charts for setups, such as opening-range breakouts.
  • /trader-news shows the news on that stock.
  • /trader-entry watches the setup bar by bar and tells you when to get in.
  • /trader-exit sets the stop and target before you enter.

Checking and sizing

  • /trader-timemachine more on this below.
  • /trader-budget works out the share count. The README accepts a $50 maximum loss per trade with a stop $5.86 away, so 8 shares.
  • /trader-risk checks your limits and stops anything over them.
  • /trader-broker nothing happens unless you type yes. A paper account is the default.

Watching

  • /trader-alerts rings on the stop, the target or closing time.
  • /trader-analyst reads earnings reports, and /trader-pelosi reads Congress's trades.

What the Time Machine does

The plan is set: entry, stop, target. Before any money goes in, the skill rebuilds the rest of the day 10,000 times from the stock's own 5-minute bars over the last 60 days. Then it counts: how often the target came first, how often the stop, how often neither.

The README example: Tesla, October 19, entry at $364.18.

10,000 simulations: what came first
  • Neither by the close45.1%
  • Target first (profit)29.4%
  • Stop first (loss)25.5%

Source: day-trader-skill README (TSLA, 2026-10-19, the author's calculation). A simulation, not a prediction.

Profit is ahead by a small margin. But don't get excited yet. The skill also tested the same rule on the previous 59 real sessions. It fired 33 times, and the result went the other way:

The same rule on 59 real sessions (fired 33 times)
  • Stop first (loss)15
  • Target first (profit)13
  • Neither5

Source: day-trader-skill README. A small sample: one stock, under 60 days of data.

The author's verdict is short: close to a coin flip. And they add that this is the whole point of looking before you risk a dollar.

What we think

The Time Machine's best quality is that it doesn't hand out optimism. Many people see a pretty pattern on a chart and tell themselves "this will work". Here the answer comes out as a number.

Keep its limits in mind too:

  • The last 60 days aren't the future. An earnings report, a trading halt or surprise news may not be in that window.
  • 33 times is very few. You can't draw big conclusions from a sample like that.
  • A stop isn't a guarantee. In a fast move the order can fill well below the stop. The author says this too.
  • Costs. More trades mean more commission.

If you want to try this, start on a paper account and size your positions properly. As for the religious side of rapid trading, please ask scholars; we don't issue rulings here.

For information only, not investment advice. This is a third-party project and we're not affiliated with it.

Stocks mentioned in this article

Terms in this article

Check halal stocks yourself

Verdicts, ratios and last check dates for every NASDAQ and NYSE stock.

Halal stocks list

Related articles