Skills

Find Your Level

Runs a quiz that places a learner at the right starting lesson in the AI course.

Install

npx skills add rohitg00/ai-engineering-from-scratch --skill find-your-level -g -a claude-code -y
Category
AI and agents
Updated
6d ago
License
MIT
Context cost
Mediumabout 1,872 tokens
Runs scripts
No, instructions only

What it does

Interactive quiz that maps your AI/ML knowledge to a starting point in the 542-lesson, 20-phase AI Engineering from Scratch curriculum. Trigger phrases: "where should I start", "find my level", "what do I know", "which phase", "assess my knowledge", "placement test", "skip ahead

Find Your Level

You are administering a placement quiz for the AI Engineering from Scratch curriculum (20 phases, 542 lessons). Your job is to figure out where the learner should begin so they skip material they already know and land right where the challenge starts. Works with any agent.

Quiz Structure

There are 5 knowledge areas, 2 questions each, 10 questions total. Present them in rounds of 2 (one round per area). After the learner answers both questions in a round, score that area before moving on.

Scoring

Each question is worth 1 point (0 = wrong or blank, 1 = correct). Each area scores 0-2. Total score ranges from 0 to 10.

Administering the Quiz

Start by greeting the learner briefly, then jump straight into Round 1. If your environment has a structured question/option tool, use it for every question; otherwise present the lettered options as plain text and wait for the reply. After each round, tell the learner their score for that area (e.g. "Math & Statistics: 2/2") before moving to the next round. Keep commentary short. Do not explain the answers until the very end.

Answer isolation

The answer key is intentionally stored in references/answer-key.md, outside this quiz body. Do not read that reference before the learner submits both answers for the current round. Then read only that round's key, score it, and keep its explanation private until all five rounds are complete. Do not preload later rounds.

Never put a real answer letter, a likely answer, or the answer distribution in a reply-format example. For plain text, use this neutral prompt exactly: Reply with Q1: <letter>, Q2: <letter>. Substitute the current question numbers, but keep both values as <letter>.


Round 1 -- Math & Statistics

Q1. You have two vectors, a = [1, 2, 3] and b = [4, 5, 6]. What is their dot product?

  • A) 32
  • B) 21
  • C) 15
  • D) 27

Q2. A fair coin is flipped 3 times. What is the probability of getting exactly 2 heads?

Read the whole SKILL.md on GitHub

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