Day trading / simulation
Time Machine
Replays the rest of the session 10,000 times plus every past time the setup fired.
Simulates 10,000 sessions from the stock's own recent 5-minute bars and re-runs the same rule on past sessions, then reports target-first, stop-first and still-open odds.
- Replays
- 10,000
- History
- 59 sessions
- Seed
- Repeatable
- Output
- Odds
Live scene
Time Machine
Available on this page
Guided skill workspace
Use this skill here
Start a guided run
Add your goal and project context to create an interactive checklist from this skill's workflow. Your entries stay in this browser; this workspace does not crawl a site or call an AI service.
Guided workspace
Your skill checklist will appear here.
Simulates 10,000 sessions from the stock's own recent 5-minute bars and re-runs the same rule on past sessions, then reports target-first, stop-first and still-open odds.
Enter a goal to get started. Check off steps as you complete them, then copy your plan.
Overview
What Time Machine actually does
The Time Machine is a reality check before risk. It replays the rest of the session 10,000 times, drawing each 5-minute candle from the stock's own bars at that time of day over the previous 59 sessions, with a seed anyone can repeat.
It also re-runs the same rule on those real past sessions and reports how often the target hit first, the stop hit first and the trade was still open at the close. The odds are a simulation, not a prediction.
Capabilities
What this workflow helps you ship
Run 10,000 simulated sessions from the stock's own bars.
Replay the same setup on past real sessions.
Report target-first, stop-first and still-open percentages.
Use a seed so the result is repeatable.
Compare the simulation with the historical base rate.
Write the odds for the risk and budget skills to read.
Workflow
The process the skill follows
A repeatable sequence keeps the agent from jumping straight into edits before it understands the job.
- 01
Load the plan
Read the entry, stop and target from trader/plan.json.
- 02
Collect the bars
Pull the stock's recent 5-minute bars by time of day.
- 03
Simulate the session
Draw 10,000 paths from those bars with a fixed seed.
- 04
Replay history
Apply the same rule to every past session where it fired.
- 05
Report honest odds
Show both results and label the simulation as a simulation.
Use cases
Where it earns its place
Pre-trade reality check
See whether a setup is close to a coin flip before risking money.
Setup comparison
Compare two rules on the same stock with the same seed.
Expectation setting
Separate a good story from honest odds.
Keep exploring
Related skills
Want a site that uses this skill properly?
We build Next.js websites with technical SEO, structured data, 3D scenes and motion that stays inside a performance budget.