{
 "schema_version": 1,
 "generated": "2026-10-24",
 "id": "guqiermcl-nexuspilot--run-a-multi-step-data-task-with-approval",
 "repo": "GuqierMcl/NexusPilot",
 "repo_url": "https://github.com/GuqierMcl/NexusPilot",
 "repo_slug": "guqiermcl-nexuspilot",
 "title": "Run a multi-step data task with approval checks",
 "page_title": "How to run a multi-step data task with approval checks with Nexus Pilot",
 "summary": "Delegate a multi-step database task to the Agent mode and review each write before it runs.",
 "who": "A data engineer or developer who needs the agent to explore a database and make a sequence of changes, and who wants to review risky writes first.",
 "problem": "Multi-step database tasks are error-prone when done by hand, and an automated agent could make accidental writes without a clear review step.",
 "outcome": "The agent carries out the task through restricted workbench tools, and SQL or Redis writes stop for risk analysis and approval.",
 "steps": [
  "Install Bun 1.3 or later and a Rust toolchain, then run `bun install` in the cloned repository.",
  "Run `bun run dev:all` to start the desktop app and the AI Runtime together.",
  "Add a SQL or Redis connection in the app and open the agent in Agent mode.",
  "Describe the multi-step task in natural language and let the agent explore the objects it needs.",
  "Review the risk analysis and approval prompt for each SQL or Redis write, and confirm only the changes you expect."
 ],
 "agent_prompt": "Using the NexusPilot repo at https://github.com/GuqierMcl/NexusPilot, run `bun install` and `bun run dev:all`, then give the Agent mode this task on <connection name>: <task description>. Expected output: a summary of each step and each approved write. Verify that every write was shown with a risk analysis and approved by a person before it ran.",
 "agents": [
  "any"
 ],
 "difficulty": "Advanced",
 "time": "90 minutes",
 "basis": "readme",
 "caveat": "The README says SQL and Redis writes currently use risk analysis and approval flows, so other write paths may not have the same review step.",
 "category": "Data and analytics",
 "tags": [
  "Data and analytics"
 ],
 "lang": "typescript",
 "requirements": [
  "A machine that can run the NexusPilot desktop installer, or Bun 1.3 or later and a Rust toolchain for development",
  "Connection details for at least one supported database that you are allowed to access",
  "An API key or account with a supported LLM provider, if you want to use the AI features",
  "Familiarity with the database you connect to, so you can review agent queries before acting on them"
 ],
 "risk": "sensitive",
 "seen_in_the_wild": false,
 "mentioned_publicly": false,
 "risks": [
  {
   "tag": "credentials",
   "notice": "Agent writes run against the connected database with the permissions of the connection, so use an account with only the rights the task needs."
  }
 ],
 "best": false,
 "score": 0.9,
 "evidence": [],
 "url": "https://dedupedai.com/use-cases/guqiermcl-nexuspilot/run-a-multi-step-data-task-with-approval/",
 "md": "https://dedupedai.com/use-cases/guqiermcl-nexuspilot/run-a-multi-step-data-task-with-approval/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/guqiermcl-nexuspilot--run-a-multi-step-data-task-with-approval.json",
 "api_version": "v1"
}