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des-wise

Route data engineering requests to the appropriate DES skill.

2|Updated May 20, 2026
Search Tags:#data engineering#guardrails#workflow routing#skill recommendation#learning status#artifact navigation
One-click install
npx skills add https://github.com/DKSang/DES-SKILL --skill des-wise
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: des-wise
Source: https://github.com/DKSang/DES-SKILL/tree/main/skills-support/des-wise
Command: npx skills add https://github.com/DKSang/DES-SKILL --skill des-wise

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) and assets (resource) components.

What problem does it solve?

des-wise prevents confusion by helping the user choose the correct next DES skill based on intent and available workflow or learning context.

Core Features & Use Cases

  • Intent-based routing: Converts vague or ambiguous requests (e.g., “what should I do next?”) into a specific DES route.
  • Workflow and learning awareness: Recommends routing using DES workflow status, learning status, and available artifacts when evidence exists.
  • Safety-first handoff: Avoids unsafe jumps (e.g., implementation/release) by requiring evidence and recommending status updates when missing.
  • Practical guidance output: Produces a structured response including interpreted intent, recommended skill, required inputs, expected output, alternatives, and the next copy-paste prompt.

Quick Start

Use des-wise when you are unsure which DES skill to run next and want the agent to recommend the correct next step based on your current context.

Frequently Asked Questions about des-wise

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

FAQPage Schema
How do I choose the right data engineering skill for my current workflow stage?▼

Data engineering skill routing uses intent interpretation, workflow status, learning context, and artifact presence checks to recommend the correct next DES skill for your current project stage.

What should I do next when my data engineering workflow status is unknown?▼

When workflow status is unknown, des-wise applies guardrails to recommend a status update or learning module, preventing unsafe jumps into implementation or release steps without evidence.

Can I get a skill recommendation for both learning and delivery steps in data engineering?▼

Yes, skill recommendation covers both learning tracks like explanations, quizzes, gap analysis, and coaching, alongside delivery steps including epic/story planning, code review, and release readiness.

What's the best way to route a vague data engineering request to a specific action?▼

The best way to route a vague data engineering request is intent-based routing, which converts ambiguous queries into a structured response with a specific recommended DES skill, required inputs, expected output, and a copy-paste prompt.

Do I need existing artifacts to use workflow routing for data engineering projects?▼

No, workflow routing works for new project starts where no artifacts exist, but it also performs evidence-based next-skill recommendation by checking artifact presence when available to ensure safety-first handoffs.

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