des-learning-path

Create a structured Data Engineering learning plan from DES lifecycle artifacts.

2|Updated May 20, 2026
One-click install
npx skills add https://github.com/DKSang/DES-SKILL --skill des-learning-path
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: des-learning-path
Source: https://github.com/DKSang/DES-SKILL/tree/main/skills-learning/des-learning-path
Command: npx skills add https://github.com/DKSang/DES-SKILL --skill des-learning-path

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

It prevents learners from studying Data Engineering as disconnected theory by turning the DES-SKILL lifecycle phases and artifacts into a structured, personalized learning plan.

Core Features & Use Cases

  • Project-based learning path: Creates a learning sequence tied to the 22 DES lifecycle phases and whatever DES artifacts already exist.
  • Gap-aware personalization: Scans planning/learning/implementation artifacts and marks phases as Done/Draft/Missing/Not Started (without falsely claiming completion).
  • Phase-to-concept mapping with practice: For each learning module, maps phases to concepts, defines learning objectives, provides artifact exercises, and adds quiz checkpoints.
  • Actionable handoff: Recommends the next DES skill (e.g., artifact explanation or quiz) or a workflow-status update when enabled.

Quick Start

Use des-learning-path to generate _des-output/learning-artifacts/des-learning-path.md based on the learner’s goal and the available DES artifacts in _des-output.

Frequently Asked Questions about des-learning-path

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I create a structured data engineering learning path from existing artifacts?

An artifact-driven learning path prevents disconnected theory study by mapping data engineering concepts to lifecycle phases, defining objectives, and providing artifact exercises with quiz checkpoints.

How does an artifact-driven data engineering learning path track my progress?

The learning path scans planning and implementation artifacts to mark lifecycle phases as Done, Draft, Missing, or Not Started, ensuring your data engineering progress is tracked without falsely claiming completion.

Can I use this learning path generator for data engineering onboarding?

The learning path applies to study planning and onboarding by creating a project-based sequence tied to 22 DES lifecycle phases using whatever DES artifacts already exist in your output directory.

What do I need to generate a data engineering learning roadmap with assessment quizzes?

You need to read SOUL.md and knowledge/FUNDAMENTALS-MAP.md, then scan available artifacts in your output directory to generate a learning-path markdown file with modules, exercises, and assessment quizzes.

What are the limitations of using artifact-based planning for a data engineering roadmap?

Artifact-based planning requires existing DES lifecycle artifacts to map phases effectively; if planning or implementation artifacts are missing, the generated learning path cannot accurately assess phase completion or gaps.

What is the best way to learn data engineering through workflow phases?

The best way is using an artifact-driven approach that maps 22 DES lifecycle phases to specific concepts, defines learning objectives for each module, and adds quiz checkpoints to validate understanding.