{
 "schema_version": 1,
 "generated": "2026-10-20",
 "id": "jsdsg666-autowwtp-asm-demo--run-asm-workflow-from-codex-project",
 "repo": "jsdsg666/AutoWWTP-ASM-Demo",
 "repo_url": "https://github.com/jsdsg666/AutoWWTP-ASM-Demo",
 "repo_slug": "jsdsg666-autowwtp-asm-demo",
 "title": "Run the ASM workflow from the Codex project package",
 "page_title": "How to run the ASM workflow from the Codex project package with Auto WWTP ASM Demo",
 "summary": "Open the Codex project version and ask the agent to run an ASM modeling task.",
 "who": "A researcher who already works in Codex and wants the AutoWWTP-ASM workflow inside that project.",
 "problem": "Switching between a chat agent and a separate command-line run slows down iterative ASM modeling work.",
 "outcome": "A Codex session that reads AGENTS.md and the agent definitions, then runs an ASM modeling task on your data.",
 "steps": [
  "Open the code/autowwtp-asm-codex folder as the project in Codex. (inferred, check the README)",
  "Read AGENTS.md and the .codex/agents/*.toml files to see which agents the project defines. (inferred, check the README)",
  "Set the LLM and Python dependencies from the README setup steps before asking Codex to run the workflow. (inferred, check the README)",
  "Ask Codex to run the modeling task on the input spreadsheet and check the output folder for asm_report.md. (inferred, check the README)"
 ],
 "agent_prompt": "Open the autowwtp-asm-codex project at <repo-folder>/code/autowwtp-asm-codex in Codex and read AGENTS.md. Run the ASM modeling task described in <task-file> on the data in <input-file>. Expected output: a report and a final_result.json. Verify that the process checks file exists before reporting success.",
 "agents": [
  "codex"
 ],
 "difficulty": "Advanced",
 "time": "1 hour 30 minutes",
 "basis": "readme",
 "caveat": "The README only says this folder is organized for Codex and does not state how to launch its agents, so the steps above are inferred.",
 "category": "Research",
 "tags": [
  "Research"
 ],
 "lang": "python",
 "requirements": [
  "Python 3.10 or later",
  "An LLM service with an API key, base URL, model name and message class (openai, anthropic or gemini)",
  "A task text file and an input spreadsheet such as input/data1.xlsx",
  "Ability to edit the README's local Windows path to match your clone location"
 ],
 "risk": "none",
 "seen_in_the_wild": false,
 "mentioned_publicly": false,
 "risks": [],
 "best": false,
 "score": 0.8,
 "evidence": [],
 "url": "https://dedupedai.com/use-cases/jsdsg666-autowwtp-asm-demo/run-asm-workflow-from-codex-project/",
 "md": "https://dedupedai.com/use-cases/jsdsg666-autowwtp-asm-demo/run-asm-workflow-from-codex-project/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/jsdsg666-autowwtp-asm-demo--run-asm-workflow-from-codex-project.json",
 "api_version": "v1"
}