{
 "schema_version": 1,
 "generated": "2026-10-24",
 "id": "fengzhizi715-yolowebagentstarter--diagnose-training-with-approval-gated-agent",
 "repo": "fengzhizi715/YoloWebAgentStarter",
 "repo_url": "https://github.com/fengzhizi715/YoloWebAgentStarter",
 "repo_slug": "fengzhizi715-yolowebagentstarter",
 "title": "Ask the built-in assistant to diagnose a failed training run",
 "page_title": "How to ask the built-in assistant to diagnose a failed training run with Yolo Web Agent Starter",
 "summary": "Use the Agent MVP to read evidence about a training job, then approve or reject any task it proposes.",
 "who": "A user whose training job failed and who wants a plain explanation with the evidence behind it, without the assistant starting work on its own.",
 "problem": "Reading logs and config snapshots across several pages is slow, and an automated assistant that launches jobs could waste compute.",
 "outcome": "A diagnostic answer backed by tool evidence, and optionally a confirmed training or evaluation task that the user approved before it ran.",
 "steps": [
  "Start the workbench with `./run-all.sh`, then open the training page and click 询问助手 on the failed run to bind it to the assistant.",
  "Keep the default Mock / rule mode, or open Settings, then Agent LLM, enable a provider, enter the base URL, model, and key, test the connection, and save.",
  "Tick 仅查询 (query only) if you want a read-only answer, then ask why the run failed and wait for the async run to finish.",
  "Review the tool evidence and reasoning record, and if the assistant proposes a task, check its object, parameters, and expected output before choosing 确认执行 or rejecting it.",
  "If the run fails or is cancelled, retry it, which keeps the original mode, object, and read-only permission."
 ],
 "agent_prompt": "In the YoloWebAgentStarter repo at <repo path>, bind the Training Assistant to training run <run ID> and ask for the likely cause of the failure in read-only mode. Verify that the answer cites tool evidence and that no task is submitted. Return the cause and the evidence list.",
 "agents": [
  "any"
 ],
 "difficulty": "Intermediate",
 "time": "1 hour",
 "basis": "readme",
 "caveat": "A successful connection test does not prove the model can complete the full tool-calling workflow, so check a real diagnosis before relying on the assistant.",
 "category": "Software and DevOps",
 "tags": [
  "Software and DevOps"
 ],
 "lang": "python",
 "requirements": [
  "macOS or Linux",
  "Python 3.11 or 3.12",
  "Node.js 20 or newer",
  "A set of images to label, or the built-in tiny demo generator"
 ],
 "risk": "none",
 "seen_in_the_wild": false,
 "mentioned_publicly": false,
 "risks": [
  {
   "tag": "credentials",
   "notice": "If you enable an external LLM, your question, object context, and tool results are sent to that service, and the API key must be entered in Settings and never shared in logs."
  }
 ],
 "best": false,
 "score": 0.6,
 "evidence": [],
 "url": "https://dedupedai.com/use-cases/fengzhizi715-yolowebagentstarter/diagnose-training-with-approval-gated-agent/",
 "md": "https://dedupedai.com/use-cases/fengzhizi715-yolowebagentstarter/diagnose-training-with-approval-gated-agent/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/fengzhizi715-yolowebagentstarter--diagnose-training-with-approval-gated-agent.json",
 "api_version": "v1"
}