AIMY: This is the module where everything connects. You have a mental model of AI. You have a workspace. You have a terminal. You have a Python script. Now you're going to use all of it — together — to complete a real task with AI assistance. Not a tutorial task. A task where you define the goal, use AI to help you accomplish it, verify the result, and document what you learned. This is the AIM Commitment in practice.
ANALYZE
The Full AIM Loop
1
Analyze means starting with a question
Before you open ChatGPT or Claude, you need to know exactly what you're trying to accomplish. Vague goals produce vague results. The Analyze phase is where you get specific.
2
Integrate means doing the work with AI assistance
AI produces output. You verify it. You don't accept it blindly. Work through the task. Confirm each step before moving to the next.
3
Manage means controlling the outcome
You document what worked, what didn't, and what you'd do differently. The Manage phase is what separates students who grow from students who stay stuck.
4
The CONTEXT.md File
Every AI project needs a context file. This is where you record what you've built, what decisions you made, and what the next step is. AIMY will ask for this file in every future module.
INTEGRATE
Your First AI-Assisted Project
- Open VS Code. Inside aiiqm-workspace, create a new folder:
mkdir aim-project-01 - Navigate in:
cd aim-project-01 - Create a file:
touch CONTEXT.md(Mac) orecho.> CONTEXT.md(Windows) - Open CONTEXT.md in VS Code. Add:
# AIM Project 01 — F5 Completion Date: [today's date] Level: Foundation — Module F5 Status: In Progress Goal: [write one sentence — what do you want AI to help you accomplish today?]
- Open Claude or ChatGPT. Paste your goal. Ask AI to help you accomplish it. Work through the task.
- When you're done: return to CONTEXT.md. Add a "Status: Complete" section. Write 3 sentences: what you did, what AI contributed, what you verified yourself.
- Save everything. Run:
lsin aim-project-01 to confirm CONTEXT.md is there.
PTR (PROOF THAT IT RUNS)
- aim-project-01 folder exists in your workspace.
- CONTEXT.md has your goal, the AI-assisted result, and your verification.
- You can describe the difference between what AI did and what you verified.
Common Mistakes
"I don't know what goal to pick"
Pick something you already need to do. Write a bio, summarize a document you have, generate five ideas for something real. The task doesn't have to be technical.
Accepting AI output without verifying
Every AI output needs one verification step. Can you confirm the information is accurate? Can you run the code and see it work? If you can't verify it, it's not done.
CHECKPOINT
- You completed a real task using AI assistance.
- You documented the goal, the result, and your verification in CONTEXT.md.
- You can explain what AIM means from memory.
- You are ready to begin Builder level.
AIM COMMITMENT (FOUNDATION COMPLETION)
AIMY: "You did what most people don't do. You stopped treating AI like a search engine and started treating it like a tool with a process. That is the entire foundation. Everything that comes next builds on exactly this."
Analyze: You defined a clear goal before touching AI.
Integrate: You used AI to accomplish the task and verified the result.
Manage: You documented the work in CONTEXT.md — your first permanent AI project record.
Foundation Level Complete. You built the mental model. You built the workspace. You crossed the moat. You ran your first Python. You completed your first AIM project. Builder level is next.