{
 "schema_version": 1,
 "generated": "2026-10-20",
 "id": "mikamikasuki-forest--drive-research-project-headless-from-cli",
 "repo": "mikamikasuki/forest",
 "repo_url": "https://github.com/mikamikasuki/forest",
 "repo_slug": "mikamikasuki-forest",
 "title": "Run a research project from the terminal without the Web build",
 "page_title": "How to run a research project from the terminal without the Web build with Forest",
 "summary": "Use the FOREST CLI and API service to create and monitor a research project on a server or in scripts.",
 "who": "An engineer or lab member working on a remote machine who wants to manage research projects from the command line or from an automated script.",
 "problem": "A Web browser is not available on the compute host, and the research state needs to be controlled from scripts.",
 "outcome": "A running headless FOREST service with a project initialized from the CLI and a status report showing its current state.",
 "steps": [
  "Install without Node.js or the Web build with `python3.11 scripts/install.py --headless`.",
  "Start the API and worker with `.venv/bin/forest serve --headless --data-dir ./var` and keep that terminal running.",
  "In a second terminal, create a project with `.venv/bin/forest init --name \"My research\" --goal \"Your research question\"`.",
  "Check progress with `.venv/bin/forest status` and list commands with `.venv/bin/forest --help`."
 ],
 "agent_prompt": "In the FOREST repository at <repo path>, run the headless install, start the service with a data directory of <data dir>, and initialize a project with the goal <research goal>. Report the output of the status command. Verify that the project name in the status output matches the name you passed to init.",
 "agents": [
  "any"
 ],
 "difficulty": "Intermediate",
 "time": "30 minutes",
 "basis": "readme",
 "caveat": "The CLI guide and the numerical experiment example are linked from the README, and the example runs without model calls, so use it to check the setup before adding a provider.",
 "category": "Research",
 "tags": [
  "Research"
 ],
 "lang": "python",
 "requirements": [
  "Python 3.11 or newer",
  "Node.js 22 or newer for the Web workspace",
  "Git installed on the worker machine",
  "A model provider configured in Settings or through the API",
  "An explicit spending budget and execution limits set before unattended runs",
  "tectonic or pdflatex if you want PDF compilation"
 ],
 "risk": "sensitive",
 "seen_in_the_wild": false,
 "mentioned_publicly": false,
 "risks": [],
 "best": false,
 "score": 0.9,
 "evidence": [],
 "url": "https://dedupedai.com/use-cases/mikamikasuki-forest/drive-research-project-headless-from-cli/",
 "md": "https://dedupedai.com/use-cases/mikamikasuki-forest/drive-research-project-headless-from-cli/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/mikamikasuki-forest--drive-research-project-headless-from-cli.json",
 "api_version": "v1"
}