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vibe-sunsang-mentor

Coach non-developers through four AI mentoring modes and generate development plans.

Updated Mar 21, 2026
Search Tags:#anti-pattern#session analysis#prompt quality#ai coaching#growth planning#mentor#concept learning
One-click install
npx skills add https://github.com/gtpgg1013/claude-skills-collection --skill vibe-sunsang-mentor
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: vibe-sunsang-mentor
Source: https://github.com/gtpgg1013/claude-skills-collection/tree/main/skills/plugins/gptaku/vibe-sunsang/skills/vibe-sunsang-mentor
Command: npx skills add https://github.com/gtpgg1013/claude-skills-collection --skill vibe-sunsang-mentor

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill delivers mentor-guided coaching to help non-developers improve their AI usage proficiency, ensuring clearer requests, better thinking, and more effective collaboration with AI tools.

Core Features & Use Cases

  • Four-mode mentoring: prompt-quality coaching, anti-pattern diagnosis, concept learning, and comprehensive coaching across workspace types.
  • Workspace-type guided flow: determines type of project and tailors coaching paths.
  • Session-rich analytics: loads recent conversations and generates actionable growth plans.
  • Knowledge base integration: references structured anti-patterns, concepts, and growth metrics per workspace type.
  • Use cases include onboarding new AI users, improving request quality, and learning AI concepts.

Quick Start

Initiate a mentoring session by selecting your workspace type and preferred coaching mode, then start the conversation.

Frequently Asked Questions about vibe-sunsang-mentor

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

FAQPage Schema
How do I get AI coaching to improve prompt quality for non-developers?▼

AI coaching for prompt quality improves non-developer requests through mentor-guided sessions that analyze recent interactions, diagnose anti-patterns, and generate actionable growth plans for clearer communication.

What is anti-pattern diagnosis in AI usage and when do I need it?▼

Anti-pattern diagnosis identifies recurring mistakes in your AI interactions. You need it when your prompts consistently yield poor results, requiring a mentor to load session data and diagnose ineffective communication habits.

How do I start a mentor-guided session for concept learning?▼

To start concept learning, initiate a mentoring session by selecting your workspace type and preferred coaching mode, then begin the conversation to load the relevant knowledge base and receive tailored guidance.

Can I use comprehensive coaching across different workspace types?▼

Yes, comprehensive coaching adapts across various workspace types and project contexts. It determines your project type, loads relevant knowledge bases, and tailors the coaching path to fit your specific environment.

Does AI mentoring work without prior coding experience?▼

AI mentoring is explicitly designed for non-developers to improve AI usage proficiency. It requires no coding background, using mentor-guided flows to ensure clearer requests and better collaboration with AI tools.

Why do my AI prompts keep failing and how does session analysis help?▼

Prompts fail due to unrecognized anti-patterns in your communication. Session analysis helps by loading your recent conversations, identifying these recurring mistakes, and generating an actionable development plan to correct them.

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