Dictionary

A working reference. Game mechanics, prompting craft, the quieter corners of how AI actually works.

Agent

An AI wired up to take actions, not just produce words.

AI Conceptsadvanced

Apprentice vs Builder path

Two entry points — new to AI, or already using it.

The Gamebasic

Chain of thought

Ask the model to think step by step. Accuracy goes up.

Promptingintermediate

Challenge

One screen of Mosaic — the atomic unit of progress.

The Gamebasic

Claude Code

Claude in your terminal. Reads, writes, and runs code on your actual machine.

Toolsintermediate

Claude.ai

Claude in your browser. No install, no card to start.

Toolsbasic

CLI

A program you control by typing. The opposite of a GUI.

Toolsbasic

Conditional

Code that runs only when a condition is true — the `if` statement.

Codebasic

Context

What the AI doesn't know yet but needs to. Give it that.

Promptingbasic

Context window

How much the AI can see at once. When it fills up, the early stuff gets forgotten.

AI Conceptsintermediate

Few-shot prompting

Show examples instead of explaining. The AI continues the pattern.

Promptingintermediate

Function

A reusable block of code that does a job when you call it.

Codebasic

Getting unstuck

You've hit a wall. Here's the sequence that usually works.

Guidesbasic

Git

Save points for your code. Undo, branching, collaboration.

Toolsintermediate

GitHub

Where your Git repositories live online. The social network for code.

Toolsintermediate

Hallucination

When the AI says something false with full confidence.

AI Conceptsintermediate

How Mosaic works

Three arcs, two starting paths, a real portfolio at the end.

The Gamebasic

Installing Claude Code

Getting Claude Code running on your machine. Arc II assumes this is done.

Guidesintermediate

Iteration

The AI's first answer is a draft. Treat it that way.

Promptingbasic

List

An ordered collection of values. Python's name for what some languages call an array.

Codebasic

LLM (Large Language Model)

The type of AI behind Claude, ChatGPT, and everything that feels like magic right now.

AI Conceptsintermediate

Loop

Code that runs multiple times — a `for` or `while` statement.

Codebasic

Model

A specific trained AI — like Claude Opus 4.7 or Claude Sonnet 4.6.

AI Conceptsbasic

Multimodal

An AI that can handle text plus images, audio, or video — not just typed input.

AI Conceptsintermediate

Output format

Tell the AI what shape you want. It will give you that shape.

Promptingbasic

Prompt

What you type to the AI. Everything downstream depends on it.

Promptingbasic

Python

Mosaic's language for most of Arc II. Clean syntax, widely used, beginner-friendly.

Codebasic

RAG (Retrieval-Augmented Generation)

Give the AI documents to look at before it answers. Fixes the "it doesn't know my stuff" problem.

AI Conceptsadvanced

Repository

A project folder being tracked by Git. Shortened to "repo."

Toolsintermediate

Role prompting

Give the AI a persona. It'll speak from that voice and depth.

Promptingbasic

Shell

The program inside the terminal that interprets your commands. Usually bash or zsh.

Toolsintermediate

Specificity

Saying exactly what you mean — the single biggest predictor of a useful response.

Promptingbasic

String

Text data. Anything between quotes.

Codebasic

Syntax error

Your code doesn't parse. The grammar is wrong.

Codebasic

System prompt

The invisible instruction that shapes how the AI behaves all conversation long.

Promptingintermediate

Temperature

A dial between predictable and random. 0 = rigid, 1 = creative.

AI Conceptsadvanced

Terminal

Where you type commands instead of clicking. Your computer's text interface.

Toolsbasic

The three arcs

Three stages: Foundations → Craft → Capstone.

The Gamebasic

Token

The unit the AI actually reads — roughly a word, often less.

AI Conceptsintermediate

Training data

The enormous pile of text the AI learned from — before you ever talked to it.

AI Conceptsintermediate

Variable

A named slot that holds a value. Everything else in code is built on these.

Codebasic

VS Code

Mosaic's recommended editor. Free, everywhere, works with everything.

Toolsbasic

When the AI gets it wrong

The response missed. Here's the order of operations to fix it.

Guidesbasic