System Documentation

What problem does it solve?

using-des-skill prevents agents from skipping required upstream artifacts by routing work to the correct next DES-SKILL phase and enforcing disciplined workflow coordination for data engineering projects.

Core Features & Use Cases

  • Adaptive workflow routing modes: Selects Quick Fix, Standard Feature, Enterprise Data Product, or Correct Course based on risk and whether upstream artifacts exist.
  • Upstream dependency detection: Scans planning outputs to find the earliest missing artifact and halts routing when dependencies are not satisfied (unless the user explicitly overrides).
  • Persona-aware handoffs: Chooses the primary persona from docs/personas.md (or fallback mapping), states what the persona owns, and coordinates cross-persona transitions without weakening quality gates.
  • Checklist gate enforcement: Requires checklist_file loading and Pass/Needs Work/Blocked evaluation before allowing completion status updates for artifact-producing skills.

Quick Start

Activate using-des-skill when you start or resume a DES-SKILL data engineering project, and ask it to auto-route to the earliest missing phase artifact.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: using-des-skill
Download link: https://github.com/DKSang/DES-SKILL/archive/main.zip#using-des-skill

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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