{
  "publisher": "Praevideo",
  "template_version": "1.0",
  "artifact_type": "task-design-template",
  "usage": "Adapt with domain experts before evaluation. Contains no cases, model scores, or executable verifiers.",
  "url": "https://praevideogroup.com/benchmarks/#manufacturing",
  "title": "Replan production after a machine outage",
  "inputs": [
    "Job routings and operation dependencies",
    "Material availability",
    "Machine capabilities and capacity",
    "Due dates",
    "Outage duration or uncertainty",
    "Setup constraints"
  ],
  "output": [
    "Revised production sequence",
    "Affected commitments",
    "Unresolved allocations and required approvals"
  ],
  "hard_failures": [
    "Broken operation dependency",
    "Allocation beyond machine capacity",
    "Use of unavailable material",
    "Incompatible operation assigned to a machine"
  ],
  "quality_measures": [
    "Lateness among feasible plans",
    "Changeover effort",
    "Jobs that can be completed"
  ],
  "edge_cases": [
    "No substitute machine",
    "Unknown repair time",
    "Partial material availability",
    "Conflicting rush orders"
  ],
  "action_boundary": "Propose outputs in a test environment. No production writes.",
  "review_before_use": [
    "Confirm task relevance and authorized source material",
    "Define output schema and allowed tools",
    "Implement outcome checks and validate them with experts",
    "Separate development, training, and held-out evaluation cases",
    "Check split boundaries for duplicate customers, assets, incidents, and templates",
    "Record model, prompt, tools, environment, retries, latency, cost, and human review",
    "Distinguish model failures from evaluation infrastructure failures"
  ]
}