AIPTDEst. 1995
Workshop · Gemini Series

Building Reliable Gems & Repeatable Workflows

Turn a recurring task into a dependable Gem. Learn to define its purpose, ground it in trusted source material, test it systematically, and maintain it as needs and content change.


Creating a basic Gem may take only a few minutes. Creating one that remains useful, accurate, and trusted over time requires a more deliberate approach.

The most important decisions happen before and after the initial build: determining whether the task should become a Gem, defining a scope narrow enough to remain reliable, selecting trusted source material, writing durable instructions, and testing how it responds to the questions, ambiguities, and mistakes real users are likely to introduce. Once others begin relying on it, the Gem must also be reviewed and updated as its purpose, instructions, and supporting content change.

This workshop takes participants through that full process. They will turn one recurring, clearly defined task into a working Gem, ground it in a focused set of trusted files, test its behavior and boundaries, and create a practical plan for sharing and maintaining it.

This is the final workshop in the Gemini track. It follows Using Google Gemini and Everyday Work with Gemini.


Participants will learn to:

  • Determine whether a recurring task is well suited to a Gem
  • Define a clear purpose, audience, and scope for the Gem
  • Write durable instructions that guide the Gem across varied, incomplete, and out-of-scope questions
  • Ground the Gem in a focused set of trusted files and identify conflicting or outdated source material
  • Test the Gem with realistic and deliberately difficult questions before sharing it
  • Share the Gem with a small group, gather feedback, and maintain it as needs and source materials change

Topic Outline

One Session In Three Parts

Three hours · hands-on throughout

Part 01Decide

Choose and Define the Right Task

  • Identify tasks that are repeated, clearly structured, and suitable for a reusable Gem
  • Choose a task with a specific audience, purpose, and expected result
  • Define a scope narrow enough for the Gem to remain focused and reliable
  • Decide what the Gem should handle and what should remain outside its role
  • Write a one-sentence purpose statement and define what a successful response should include
Part 02Build

Build and Ground a Custom Gem

  • Write durable instructions that define the Gem’s role, process, tone, and boundaries
  • Tell the Gem how to handle uncertain, unsupported, ambiguous, and out-of-scope requests
  • Select a focused set of trusted files and remove conflicting, outdated, or unnecessary material
  • Understand how the quality and scope of the source material affect the Gem’s responses
  • Build the Gem and test what it knows, what it does not know, and where its boundaries begin
Part 03Operate

Test, Share, and Maintain

  • Create a realistic test set based on the questions intended users are likely to ask
  • Test incomplete, ambiguous, out-of-scope, and deliberately difficult requests
  • Check the Gem’s responses for accuracy, consistency, appropriate boundaries, and support from its source material
  • Review sharing and permission considerations before making the Gem available to others
  • Share the Gem with a small group, gather feedback, and refine it before wider use
  • Create a practical plan for ownership, documentation, updates, and retirement

Upcoming Sessions

01Live online

January 21, 2027

Schedule
9:00 AM – 12:00 PM PST
Tuition
US$295
Instructors
Josh Alpert
02Live online

February 16, 2027

Schedule
9:00 AM – 12:00 PM PST
Tuition
US$295
Instructors
Josh Alpert

Programs can be customized for your organization. Delivered on-site, in-person, live-online, or asynchronously as a course library.
Inquire About Custom Solutions

Going Further

This Course Counts Toward A Certification

Interested in going further? This course is one of the catalog courses that make up the AIPTD Gemini Practitioner Certification. Complete the full path and pass the certificate exam to earn the credential.