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AI Workflow Starter Kit – Build a Repeatable Personal Process

Lesson 2: Applied Free AI Foundations Command Scenarios

Lesson Objectives

By the end of this lesson, students should be able to:

  • Run two command scenarios and compare the results.
  • Improve a command after inspecting the first output.
  • Save evidence showing the command created something usable.

Lesson Content

Workflow evidence includes the source input, first output, revision instruction, final output, and review notes. This is the difference between casual AI use and skill building.

Student task scenario 1: Create a two-step workflow for turning notes into a deliverable.

Student task scenario 2: Save the before/after outputs and write one improvement rule.

Troubleshooting: When a command creates polished but inaccurate output, switch from creation mode to review mode. Ask it to list assumptions, uncertain claims, missing inputs, and risks. When media or file tools are involved, confirm licensing, export format, accessibility, and brand constraints before publication.

Quality Rubric:

  • Each scenario has a concrete input and output.
  • The student keeps the first output and revised output for comparison.
  • The student can explain which command pattern worked best and why.
  • The workflow includes a privacy and verification checkpoint.

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