{
 "schema_version": 1,
 "generated": "2026-10-26",
 "id": "hkuds-vibe-trading--paper-trade-a-strategy-on-daily-bars",
 "repo": "HKUDS/Vibe-Trading",
 "repo_url": "https://github.com/HKUDS/Vibe-Trading",
 "repo_slug": "hkuds-vibe-trading",
 "title": "Paper trade a strategy on daily bars",
 "page_title": "How to paper trade a strategy on daily bars with Vibe Trading",
 "summary": "Save a paper account and step it forward against completed daily bars without ever reaching a broker.",
 "who": "A learner who backtested a strategy and wants to see how it behaves going forward before any real money.",
 "problem": "Backtests look good in hindsight; you need a forward test that cannot peek at the future.",
 "outcome": "A saved paper account that moves forward one completed day at a time and never touches a broker.",
 "steps": [
  "Install or upgrade with `pip install -U vibe-trading-ai`",
  "Create and manage saved paper accounts with `vibe-trading paper`, or from the REST API or Web page",
  "Let the agent match orders or a strategy against completed daily bars with the paper_trade_step tool",
  "Check the account each day; saved accounts only move forward"
 ],
 "agent_prompt": "Using HKUDS/Vibe-Trading, create a saved paper account and paper trade <strategy> on <symbols> against completed daily bars. Each day report positions, cash and PnL, and confirm no broker connector is enabled.",
 "agents": [
  "any"
 ],
 "difficulty": "Intermediate",
 "time": "30 minutes",
 "basis": "readme",
 "caveat": "Paper fills on completed daily bars ignore real slippage and liquidity, and live broker trading is marked experimental. Not financial advice: paper trade first, and remember you can lose money.",
 "category": "Money",
 "tags": [
  "Money"
 ],
 "lang": "python",
 "requirements": [
  "Python 3.11 or later for a local install, or Docker",
  "An LLM API key from a supported provider, or Ollama locally",
  "Market data works without keys for many markets through free fallbacks"
 ],
 "risk": "sensitive",
 "seen_in_the_wild": false,
 "mentioned_publicly": false,
 "risks": [],
 "best": false,
 "score": 0.9,
 "evidence": [],
 "url": "https://dedupedai.com/use-cases/hkuds-vibe-trading/paper-trade-a-strategy-on-daily-bars/",
 "md": "https://dedupedai.com/use-cases/hkuds-vibe-trading/paper-trade-a-strategy-on-daily-bars/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/hkuds-vibe-trading--paper-trade-a-strategy-on-daily-bars.json",
 "api_version": "v1"
}