{
 "schema_version": 1,
 "generated": "2026-10-20",
 "id": "mikamikasuki-forest--run-full-research-project-in-web-workspace",
 "repo": "mikamikasuki/forest",
 "repo_url": "https://github.com/mikamikasuki/forest",
 "repo_slug": "mikamikasuki-forest",
 "title": "Run a research project from question to draft paper",
 "page_title": "How to run a research project from question to draft paper with Forest",
 "summary": "Start a FOREST project in the browser and let it move from research goal to experiments and manuscript.",
 "who": "A researcher with an early question who wants a guided, visual workspace for planning and running experiments with a set budget.",
 "problem": "Keeping ideas, experiments, results, and paper sections connected across weeks of work is hard in a long chat history.",
 "outcome": "A project with a research goal, a budget, an editable research graph, and saved runs, logs, metrics, and artifacts that you can inspect and redirect.",
 "steps": [
  "Clone the repository with `git clone https://github.com/mikamikasuki/FOREST.git` and enter it with `cd FOREST`.",
  "Install dependencies with `python3.11 scripts/install.py`.",
  "Start FOREST with `.venv/bin/forest serve`.",
  "Open http://127.0.0.1:8000/, configure a model provider in Settings, and create a project with a research goal and an explicit spending budget.",
  "Choose a research mode (Manual, Assisted, or Auto) and review the research graph before letting tasks execute."
 ],
 "agent_prompt": "Using the FOREST repository at <repo path>, install the Web workspace and start it with the project's serve command. Create a project with the research goal <research goal> and a spending budget of <budget>, then report the project ID and the first graph nodes that were created. Verify that the budget and goal appear in the project settings before any task runs.",
 "agents": [
  "any"
 ],
 "difficulty": "Intermediate",
 "time": "1 hour",
 "basis": "readme",
 "caveat": "Local execution runs generated code with the worker account's permissions, and a separate working directory does not isolate it at the operating-system level.",
 "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": [
  {
   "tag": "credentials",
   "notice": "Model provider credentials must be kept outside the repository and entered only in the local Settings configuration."
  }
 ],
 "best": true,
 "score": 1.0,
 "evidence": [],
 "url": "https://dedupedai.com/use-cases/mikamikasuki-forest/run-full-research-project-in-web-workspace/",
 "md": "https://dedupedai.com/use-cases/mikamikasuki-forest/run-full-research-project-in-web-workspace/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--run-full-research-project-in-web-workspace.json",
 "api_version": "v1"
}