AI & Automation free courses

Master the TrickProfessionalFree

Designing Custom GPT Workflows

Design a bounded assistant workflow and evaluate it before trusting its output.

3 reading lessons · about 30 min ·written by MTT

The idea

A reliable assistant starts with a narrow task, explicit inputs and a defined output. State what the assistant must not do and when it must ask for clarification. Instructions guide a model but are not a security boundary: sensitive actions need application-level permissions and human approval.

Worked example

A fictional assistant drafts replies to shop delivery questions. It receives an approved policy excerpt and an anonymized question. It returns a draft and the policy section used. It must not invent delivery dates, issue refunds or send messages. Missing order details trigger a clarification request.

Try it

Write a specification for one drafting task. Include the input, output format, two forbidden actions and a clarification rule. Use a fictional customer question to check whether your specification is complete.

Lesson 1 of 3 · About 10 min

Specify the job and its boundaries

Check your understanding

Course quiz

Finish the course to unlock the quiz

Complete all 3 lessons and 5 questions open up here. You have 3 to go.

What you will learn

  • Write an assistant task specification
  • Prepare authorized reference material
  • Evaluate outputs with repeatable test cases

Before you start

Prerequisites
Basic familiarity with an AI chat tool. Exercises can be completed on paper.
Cost
Free introductory reading lessons, exercises and quiz. Optional third-party tools, hosting or AI subscriptions may cost money.

Original introductory lessons and assessment by Master the Trick. Estimated times include the suggested exercises.