{
 "schema_version": 1,
 "generated": "2026-10-24",
 "id": "omni-scientist-awesome-ai-scientist--run-open-ai-scientist-pipeline",
 "repo": "Omni-Scientist/Awesome-AI-Scientist",
 "repo_url": "https://github.com/Omni-Scientist/Awesome-AI-Scientist",
 "repo_slug": "omni-scientist-awesome-ai-scientist",
 "title": "Run an open AI Scientist system on a test question",
 "page_title": "How to run an open AI Scientist system on a test question with Awesome AI Scientist",
 "summary": "Pick a linked end-to-end system and run it on one small research question.",
 "who": "A graduate student or ML engineer who wants to see how an end-to-end AI Scientist behaves before using one in their own lab.",
 "problem": "There are many AI Scientist systems, and it is hard to tell which ones have public code you can run.",
 "outcome": "You have one working end-to-end system, a short note on its setup effort, and a sample output from a test question.",
 "steps": [
  "Open the End-to-End AI Scientists section of the README.",
  "Pick an entry whose badge links to a GitHub repository, such as The AI Scientist or data-to-paper.",
  "Open that repository and read its own README, because this list does not give setup steps.",
  "Clone the chosen repository with git and create a Python environment for it. (inferred, check the README)",
  "Run the project on one small test research question and save the output for review."
 ],
 "agent_prompt": "Using the README of Omni-Scientist/Awesome-AI-Scientist, list the End-to-End AI Scientists entries that link to a GitHub repository and fit the research question <research question>. Return each system name, its paper link and its repository link, and confirm each repository link appears in the README before reporting it.",
 "agents": [
  "any"
 ],
 "difficulty": "Advanced",
 "time": "3 hours",
 "basis": "readme",
 "caveat": "This list links to projects but does not include their setup steps, so each project's own README decides what you need to install.",
 "category": "Research",
 "tags": [
  "Research"
 ],
 "lang": "python",
 "requirements": [
  "A web browser to read the README and follow GitHub links",
  "A GitHub account if you plan to clone or fork a linked repository",
  "A Python environment for running any linked project (the list is tagged Python)",
  "Time to read each linked project's own README, since this list does not contain install instructions"
 ],
 "risk": "dual-use",
 "seen_in_the_wild": false,
 "mentioned_publicly": false,
 "risks": [
  {
   "tag": "remote-script",
   "notice": "Linked research systems run code and may call external services, so review each project's code before running it on your machine."
  }
 ],
 "best": true,
 "score": 1.0,
 "evidence": [],
 "url": "https://dedupedai.com/use-cases/omni-scientist-awesome-ai-scientist/run-open-ai-scientist-pipeline/",
 "md": "https://dedupedai.com/use-cases/omni-scientist-awesome-ai-scientist/run-open-ai-scientist-pipeline/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/omni-scientist-awesome-ai-scientist--run-open-ai-scientist-pipeline.json",
 "api_version": "v1"
}