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Prompt Engineering
Level: Intermediate33 lessons
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Practical Applications

Prompts for Research and Learning

Build prompts that define the research question, scope, source quality, uncertainty handling, and references.

In this lesson

Why this matters

For research and learning, define learner level, goal, scope, sources, and freshness needs. For changing information, use search or recent sources rather than assuming model memory is current.

How to apply it

  1. Define the task and desired outcome.
  2. Add only context or rules that affect success.
  3. Specify an output form or checkable criterion when needed.
  4. Test on realistic input and revise when a failure pattern appears.

Practical example

Weak example:

text
Weak version of the same task: علمني التجارة الإلكترونية.

The weak version leaves an important part of the task or its boundaries to guesswork. The improved version adds information tied directly to success without treating length or complexity as a goal.

Improved example:

text
Improved version: أنا مبتدئ: اشرح دورة الطلب في 6 مراحل، عرّف المصطلحات، أعط مثالًا، ثم 3 أسئلة فهم؛ لا تدخل في الإعلانات.

Short practice

Apply the lesson concept to this task: صمم جلسة تعلم 20 دقيقة: شرح، مثال، تمرين، اختبار.

Check your understanding

Check: ما الذي يميز Prompt بحث جيدًا؟
Answer: نطاق وهدف ومستوى ومصادر أو حداثة وشكل نتيجة واضح.

Summary

Keep this concept as one tool rather than a magic formula. Tie it to the goal and success criteria, then build on it in the next lesson.