{
 "schema_version": 1,
 "generated": "2026-10-26",
 "id": "jakeschincariol-day-trader-skill--replay-a-trade-10000-times-before-you-take-it",
 "repo": "Jakeschincariol/day-trader-skill",
 "repo_url": "https://github.com/Jakeschincariol/day-trader-skill",
 "repo_slug": "jakeschincariol-day-trader-skill",
 "title": "Replay a trade 10,000 times before you take it",
 "page_title": "How to replay a trade 10,000 times before you take it with Day Trader Skill",
 "summary": "Set the stop and target first, then let the Time Machine show the honest odds from the stock's own history.",
 "who": "A trader who wants a reality check on a setup before risking money on it.",
 "problem": "Gut feel says a setup looks great; nobody checks how the same rule did on the last 60 sessions.",
 "outcome": "Simulated odds of hitting the target, the stop or neither, plus how the same rule did on past real sessions, and a position sized to your max loss.",
 "steps": [
  "Set the plan before entry: `python3 trader-exit/exit.py plan --stop or-mid --target 1R --write`",
  "Replay it: `python3 trader-timemachine/timemachine.py run --write`",
  "Size the position to your budget and max loss: `python3 trader-budget/size.py --write`",
  "Check it against your limits: `python3 trader-risk/check.py` returns PASS or BLOCK with the reason"
 ],
 "agent_prompt": "Using Jakeschincariol/day-trader-skill, plan a trade on <ticker> with the stop at the opening range midpoint and a 1R target, run the Time Machine, size it for a <budget> account with a <max loss> max loss, and run the risk check. Report the odds and PASS or BLOCK, and do not send any order.",
 "agents": [
  "claude-code"
 ],
 "difficulty": "Intermediate",
 "time": "30 minutes",
 "basis": "readme",
 "caveat": "The Time Machine is a simulation built from the last 60 days of bars, not a prediction, and a stop can fill well past its price in a fast market. Not financial advice: paper trade first, and remember you can lose money.",
 "category": "Money",
 "tags": [
  "Money"
 ],
 "lang": "python",
 "requirements": [
  "Claude Code (or any Claude chat, without the Python tools)",
  "Python 3.8 or newer; nothing to pip install",
  "For SEC tools: your name and email in trader/config.json or SEC_USER_AGENT",
  "For orders only: a brokerage connector such as Alpaca's MCP server, paper account by default"
 ],
 "risk": "sensitive",
 "seen_in_the_wild": false,
 "mentioned_publicly": false,
 "risks": [],
 "best": false,
 "score": 0.9,
 "evidence": [],
 "url": "https://dedupedai.com/use-cases/jakeschincariol-day-trader-skill/replay-a-trade-10000-times-before-you-take-it/",
 "md": "https://dedupedai.com/use-cases/jakeschincariol-day-trader-skill/replay-a-trade-10000-times-before-you-take-it/index.md",
 "disclaimer": "Deduped lists open-source repositories that belong to other people. We do not own, maintain, audit, or vouch for any of them, and a repo appearing here is not an endorsement or a safety check. The use cases, steps, and prompts are written by AI and may be incomplete, outdated, or just wrong. Where a use case is marked \"Seen in the wild\", we link to public posts where someone described something similar, but we have not verified those posts and the use case itself is still our AI's own write-up. Use all of this at your own risk. Only run code, commands, or agents on systems and accounts you are authorized to use, and read the code and every command before you run it, especially anything that touches credentials, files, or the network. Nothing here is professional, security, legal, or financial advice. All trademarks and project names belong to their respective owners, and their use here does not imply affiliation. Content is provided as is, without warranties of any kind. Found a mistake, a safety problem, or something you want removed? Email hello@dedupedai.com and we will look at it promptly.",
 "api": "https://dedupedai.com/api/v1/usecases/jakeschincariol-day-trader-skill--replay-a-trade-10000-times-before-you-take-it.json",
 "api_version": "v1"
}