Hands-on4

Lesson 4 · Authoring High-Precision Questions

模块Hands-on预计学习12 分钟难度

🎯 What You'll Learn

Master the schema syntax for Noul, Choice, and Score
Use a production-ready template to write questions
Avoid common formulation mistakes

Golden Rules

Keep State concise—include only data relevant to the decision. Write instructions in clear human terms before binding them to types.

Production Schema Template

json

{
  "is_urgent": {
    "type": "noul",
    "instructions": "Does this customer demand immediate same-day resolution?"
  },
  "department": {
    "type": "choice",
    "instructions": "Which team should handle this inquiry?",
    "criteria": {
      "billing": "Payment, double charge, refund, invoice",
      "technical": "Outage, connection error, API failure",
      "sales": "Pricing plan, custom contract, upgrade"
    }
  },
  "frustration": {
    "type": "score",
    "instructions": "How frustrated is the customer?",
    "criteria": [
      "Calm, presenting facts",
      "Mildly annoyed but polite",
      "Highly agitated with harsh words"
    ]
  }
}

📌 Takeaway

Clear human instructions first, correct schema primitives second.

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