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Young CEO Club

Prompt Engineering

A hands-on module on the anatomy of a good prompt, role setting and few-shot examples.

Intermediate 70 min 200 XP

Here you learn to write a prompt like a brief: role, context, task, constraints and output format. The closing AI Challenge asks you to design your own prompt and share the result.

What will you gain in this module?

  • Write prompts with role + context + task + constraints
  • Teach the model a format with few-shot examples
  • Iterate on the output you receive

Lessons

Your progress bar fills as you complete the lessons in order.

We compare the same question asked two ways and build the five parts one by one.

Two or three examples often beat a long instruction. In this lesson you build your own example set.

"Make it better" does not work. Learn to name what is missing and change one thing at a time.

AI Challenge

Design your own prompt

Pick a real task from school or a project. Write a prompt in the role + context + task + constraints structure, run it and refine the output.

Submit: the prompt you used, the first output, the change you made and the final output.

150 XP

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Prompt library

Start by adapting these skeletons to your own task.

Role + context + task skeleton

Intermediate ChatGPT / Claude / Gemini

The base template to start any task from.

Rol: Sen [alan] alanında [yıl] yıllık deneyimli bir [unvan]sın.
Bağlam: [durumu birkaç cümleyle anlat]
Görev: [ne istediğini tek cümlede yaz]
Kısıtlar:
- En fazla [sayı] kelime
- [hedef kitle] anlayacak bir dil kullan
Çıktı biçimi: [madde listesi / tablo / e-posta]

Few-shot example set

Intermediate ChatGPT / Claude

Teaches the model your desired format with two examples.

Aşağıdaki örneklerdeki biçimi birebir taklit et.

Örnek 1
Girdi: [girdi 1]
Çıktı: [çıktı 1]

Örnek 2
Girdi: [girdi 2]
Çıktı: [çıktı 2]

Şimdi bunu yap:
Girdi: [yeni girdi]
Çıktı:

One-change refinement

Advanced ChatGPT / Claude

Fixes an unsatisfying output step by step.

Önceki cevabın iyiydi ama [eksik olan şey] yetersiz.

Yalnızca şu tek değişikliği yap: [tek bir talep]
Geri kalan her şeyi aynı bırak.

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