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Course Guide Router

Points you to the exact lessons in the AI Engineering from Scratch course for any topic or bug.

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

What it does

This skill turns an AI agent into a guide for the AI Engineering from Scratch course, which has 542 lessons across 20 phases. When you ask about a topic, a question, or a problem you are stuck on, the agent finds the specific lessons that cover it, gives you direct links, and suggests the next command to run. It also sends you to specialised routes for certifications, MCP, Agent Skills, and reverse engineering when those fit better.

Great for

  • Learners working through the AI Engineering from Scratch course who want to know which lesson covers a topic
  • Students stuck on a specific concept or bug who need the right lesson rather than a general search
  • Anyone deciding what to study next in the course

Skip it if

  • People who want general AI help unrelated to this course, since the skill only routes to course material
  • Users expecting it to teach the content itself; it points to lessons and hands off to other course commands

Try asking

  • “Where do I learn about attention mechanisms?”
  • “My training loss goes to NaN, which lesson covers that?”
  • “Teach me MCP”
  • “What should I do next in the course?”
Step-by-step guide: how to use Course Guide RouterInstall, 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.

    course-guide.zip
  2. 2

    Add it to your agent

    Claude Code (all projects)

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

    Claude Code / Agent SDK (this project only)

    mkdir -p .claude/skills && unzip course-guide.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

  • Give a specific symptom or concept rather than a broad field, so the router can match precise lessons.
  • If you have a LEARNING.md file in your working folder, ask 'what should I do next' so the answer reflects your actual progress.
  • Use the command the router suggests for your host, since slash commands differ between Claude Code and other agents.

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.