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Interactive AI Engineering Tutor

Teaches the AI Engineering from Scratch course lesson by lesson, with quizzes and progress tracking.

Source Download skill
Repository
rohitg00/ai-engineering-from-scratch
Stars
76,331
Licence
MIT
Files
1 file

What it does

Once installed, the agent acts as a patient course tutor for the AI Engineering from Scratch curriculum. Each time you ask for the next lesson, it finds your place in a progress file (LEARNING.md), fetches the lesson text, walks you through it section by section while asking you to type and run things, then gives a short quiz and records your progress. It can read files from a local clone or fetch them directly from GitHub.

Great for

  • Learners working through the AI Engineering from Scratch course who want guided, interactive lessons
  • Developers who prefer a structured, quiz-based way to study AI engineering topics in the terminal

Skip it if

  • Anyone looking for a general-purpose AI engineering tutor outside this specific course, since it only follows this curriculum's files
  • Users who do not want the agent to read and write a progress file in their working directory, since it records progress there

Try asking

  • “next lesson”
  • “teach me backpropagation”
  • “continue the course”
  • “resume learning”
Step-by-step guide: how to use Interactive AI Engineering TutorInstall, first run, examples, tips and FAQs

Install in 3 steps

  1. 1

    Download the skill

    The ZIP contains the 1 original files, the MIT licence and an attribution note.

    learn.zip
  2. 2

    Add it to your agent

    Claude Code (all projects)

    mkdir -p ~/.claude/skills && unzip learn.zip -d ~/.claude/skills/

    Claude Code / Agent SDK (this project only)

    mkdir -p .claude/skills && unzip learn.zip -d .claude/skills/

    Claude apps (web/desktop): Settings → Capabilities → Skills → Upload skill, and choose the ZIP.

  3. 3

    Ask for the task

    No special command needed — the agent reads the skill's description and loads it when your request matches. Try one of the prompts above.

Get better results

  • Clone the repository first so lessons load from local files rather than over the network.
  • Answer the exercises yourself rather than asking for the answers, since the tutor is designed to have you type and run things.
  • Run start-learning or the equivalent first if you want a personalized plan; otherwise the tutor starts at Phase 1, Lesson 1.

What's inside

  • SKILL.md

Redistributed unmodified from rohitg00/ai-engineering-from-scratch under the MIT licence. The assessment was drafted with AI from the skill's files on 2026-10-29. Skills can instruct your agent to run code — read SKILL.md and any scripts before installing.