{
 "schema_version": 1,
 "generated": "2026-10-26",
 "id": "theguysudo-enzo--agent-drafted-from-plain-english-task",
 "repo": "theguysudo/ENZO",
 "repo_url": "https://github.com/theguysudo/ENZO",
 "repo_slug": "theguysudo-enzo",
 "title": "Draft an agent's operating manual from one sentence",
 "page_title": "How to draft an agent's operating manual from one sentence with ENZO",
 "summary": "Describe a task in plain English and let ENZO write the agent's full manual.",
 "who": "A knowledge worker or builder who needs a repeatable domain agent but does not want to write its instructions by hand.",
 "problem": "Writing a complete operating manual with edge cases and decision rules takes long, careful effort.",
 "outcome": "A saved agent with a drafted manual, a record of which model drafted it, and a Neural tab showing ongoing learning.",
 "steps": [
  "Start ENZO with `docker compose up -d` and open http://localhost:5001 after pasting a provider key.",
  "Open the Agent builder and describe the task in plain English, for example an agent that researches a specific domain.",
  "Wait for the two-pass drafter to finish and review the operating manual it writes.",
  "Open the agent's Neural tab to watch NEURAL FOCUS and the learning layer update over time."
 ],
 "agent_prompt": "Using the repo theguysudo/ENZO running at http://localhost:5001, create an agent from this task: <task-description>. Expected output: a saved agent with a full operating manual and a recorded drafting model. Verify the agent page names the model that actually drafted it.",
 "agents": [
  "any"
 ],
 "difficulty": "Intermediate",
 "time": "30 minutes",
 "basis": "readme",
 "caveat": "The README says the agent builder races free candidates from your own providers, so drafts depend on which free-tier models are reachable at that moment.",
 "category": "Software and DevOps",
 "tags": [
  "Software and DevOps"
 ],
 "lang": "typescript",
 "requirements": [
  "Docker with Docker Compose, or a free Google account for the Colab route",
  "At least one provider API key, such as OpenRouter, Google AI Studio or NVIDIA NIM",
  "A browser to open the app and paste keys into the Vault"
 ],
 "risk": "sensitive",
 "seen_in_the_wild": false,
 "mentioned_publicly": false,
 "risks": [],
 "best": false,
 "score": 0.8,
 "evidence": [],
 "url": "https://dedupedai.com/use-cases/theguysudo-enzo/agent-drafted-from-plain-english-task/",
 "md": "https://dedupedai.com/use-cases/theguysudo-enzo/agent-drafted-from-plain-english-task/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/theguysudo-enzo--agent-drafted-from-plain-english-task.json",
 "api_version": "v1"
}