AI Engineering from Scratch skills
Learn it. Build it. Ship it for others. 6 skills. skills-hub.ai mirrors 6 skills from AI Engineering from Scratch daily, every skill links back to its upstream GitHub source. Install with one command across Claude Code, Cursor, Codex, Windsurf, and any MCP-compatible tool.
Installing a AI Engineering from Scratch skill
Pick a skill below, then run the install command for your AI coding tool. The skills-hub CLI writes the SKILL.md to the right directory and tracks the install in .skills.json so your team gets reproducible installs.
# Install a AI Engineering from Scratch skill
npx @skills-hub-ai/cli install <skill-slug>
# Browse all AI Engineering from Scratch skills via API
curl https://skills-hub.ai/api/v1/skills?source=ai-engineering-scratch
# Browse all sources
open https://skills-hub.ai/sourcesTop AI Engineering from Scratch skills
See all →The most-installed skills from AI Engineering from Scratch, ranked by adoption.
01find-your-level
Interactive quiz that maps your AI/ML knowledge to a starting point in the 503-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"
Buildfrom AI Engineering from Scratch02start-learning
One-time onboarding for the AI Engineering from Scratch curriculum (503 lessons, 20 phases). Interviews the learner, runs the placement quiz, and writes LEARNING.md — a persistent study plan the /learn skill drives. Trigger phrases: "start learning", "set up the course", "begin the curriculum", "onboard me", "create my learning plan"
Buildfrom AI Engineering from Scratch03check-understanding
Phase quiz for AI Engineering from Scratch. Trigger with "quiz me", "test phase", "check my understanding", "do I know phase 3", or `/check-understanding <phase>`.
Buildfrom AI Engineering from Scratch04claude-certification
AI-native tutor and onboarding workflow for the four independent Claude certification tracks in AI Engineering from Scratch. Use when a learner wants to choose a Claude certification, prepare for CCAO-F, CCDV-F, CCAR-F, or CCAR-P, resume a certification path, learn the next lesson interactively, run and verify practical labs, build scored artifacts, take a diagnostic or mock exam, or remediate weak exam domains from GitHub with Claude Code, Codex, ChatGPT, Cursor, or another agent.
Buildfrom AI Engineering from Scratch05course-guide
Topic router for the AI Engineering from Scratch curriculum. Give it a topic, a question, or a bug you are fighting, and it points at the exact lessons that teach it, plus the right next command. Trigger phrases: "where do I learn", "which lesson covers", "course guide", "I'm stuck on", "what should I do next", "where do I prepare for a Claude certification"
Buildfrom AI Engineering from Scratch06learn
Interactive lesson tutor for the AI Engineering from Scratch curriculum. Reads LEARNING.md, fetches the next lesson, teaches it section by section in the terminal, quizzes at the end, and records progress. Works cloned or entirely over raw.githubusercontent.com — no setup required. Trigger phrases: "next lesson", "teach me", "continue the course", "let's learn", "resume learning"
Buildfrom AI Engineering from Scratch
About this source
skills-hub.ai mirrors skills from 90+ official GitHub repositories every day. Each imported skill is parsed from a SKILL.md file in the source repo, gets a security scan and quality score on import, and links back to its upstream source of truth.
Last sync: Aug 18, 2026, 5:00 PM (success).
AI Engineering from Scratch skills, frequently asked
What are AI Engineering from Scratch skills?
AI Engineering from Scratch skills are AI coding skills published by AI Engineering from Scratch (Learn it. Build it. Ship it for others. 6 skills.) and mirrored daily on skills-hub.ai. They are SKILL.md files that follow the open Agent Skills standard, so they work in Claude Code, Cursor, Codex CLI, Windsurf, Copilot, and any MCP-compatible tool.
How many AI Engineering from Scratch skills are available?
skills-hub.ai indexes 6 skills from AI Engineering from Scratch, synced daily from the upstream GitHub repository (https://github.com/rohitg00/ai-engineering-from-scratch).
How do I install a AI Engineering from Scratch skill?
Run `npx @skills-hub-ai/cli install <skill-slug>` in your project. The CLI writes the SKILL.md to the right directory for your AI tool and adds it to your `.skills.json` lockfile so your team gets the same skills at the same versions.
Are these official AI Engineering from Scratch skills?
Yes. Every skill from this source is mirrored from AI Engineering from Scratch's own GitHub repository (https://github.com/rohitg00/ai-engineering-from-scratch). Each skill page links back to the upstream source of truth, so you can verify the original.