Lab

Context Bundle Studio

Design the ideal context bundle for a model that needs to draft a lesson page and an accompanying lab.

How to use this lab

1. Read the framing.

2. Draft directly in the workbench.

3. Use the success criteria as your review loop.

Instructions

  • Select only the sources the model should see.
  • Separate system instructions, source material, and output schema.
  • Note what should be retrieved on demand instead of always included.

Success criteria

  • The bundle is minimal but sufficient.
  • Provenance is explicit.
  • Retrieval and summarization choices are justified.

Lab framing

This studio is about editorial restraint. Your goal is not to stuff the model with more text. Your goal is to decide what the model must know now, what it may request later, and what should stay out of the prompt entirely.

Back to course
Lab Studio

Context Bundle Studio

Design the ideal context bundle for a model that needs to draft a lesson page and an accompanying lab.

Autosaves locally

Starter Context

You have course goals, one chapter overview, three lesson drafts, and a style guide with editorial rules.

Draft as if this will be used by a real teammate or agent. Clarity beats cleverness.
Prompt brief / context bundle / requirement artifact