{
 "schema_version": 1,
 "generated": "2026-10-20",
 "id": "lucasuiii-modeling-workbench--review-project-status-and-gates",
 "repo": "Lucasuiii/modeling-workbench",
 "repo_url": "https://github.com/Lucasuiii/modeling-workbench",
 "repo_slug": "lucasuiii-modeling-workbench",
 "title": "See where a modeling project stands and what needs your sign-off",
 "page_title": "How to see where a modeling project stands and what needs your sign-off with Modeling Workbench",
 "summary": "Get a status report of stages, evidence problems and pending confirmations.",
 "who": "A team lead on a modeling contest who needs to know what is finished, what is blocked, and what still needs a human decision.",
 "problem": "A long project spread over several sessions is hard to resume without a clear list of open items.",
 "outcome": "A status report of the current stage, evidence issues and the decisions waiting for explicit confirmation.",
 "steps": [
  "Run `python3 \"$S/project_status.py\" --project <project folder>` with S set to the scripts folder. (inferred, check the README)",
  "Add --json to see the full structured result.",
  "Read the evidence problems and the pending confirmations the report lists.",
  "Show the current material to the team, then record the decision after an explicit reply, using record_decision.py with --confirm-human.",
  "Repeat at model selection, before paper writing, and at final delivery, which are the three required confirmation points."
 ],
 "agent_prompt": "Use the Modeling Workbench repo in <tool folder> to check the status of the project in <project folder>. Run the project status tool, list the evidence problems and pending confirmations, and do not record any decision unless I confirm it in my own words.",
 "agents": [
  "codex",
  "claude-code"
 ],
 "difficulty": "Intermediate",
 "time": "30 minutes",
 "basis": "readme",
 "caveat": "Status checks report what the tool can verify; a passing check does not replace reading the model and the results yourself.",
 "category": "Research",
 "tags": [
  "Research"
 ],
 "lang": "python",
 "requirements": [
  "Python 3.10 or newer with the Python dependencies the README lists",
  "A MATLAB or Python calculation backend",
  "XeLaTeX and a PDF rendering tool, needed before the paper stage",
  "Official contest problem files, attachments and submission rules in one folder",
  "Codex or Claude Code with access to the local tool folder"
 ],
 "risk": "none",
 "seen_in_the_wild": false,
 "mentioned_publicly": false,
 "risks": [],
 "best": false,
 "score": 0.7,
 "evidence": [],
 "url": "https://dedupedai.com/use-cases/lucasuiii-modeling-workbench/review-project-status-and-gates/",
 "md": "https://dedupedai.com/use-cases/lucasuiii-modeling-workbench/review-project-status-and-gates/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/lucasuiii-modeling-workbench--review-project-status-and-gates.json",
 "api_version": "v1"
}