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creator-vibe

Guides AI agents to prioritize user intent and experience over technical overengineering.

49|5|Updated Jul 23, 2026
Search Tags:#user experience#decision framework#creative brief#product thinking#ai agent guidance#overengineering prevention#intent interpretation
One-click install
npx skills add https://github.com/bish-x/creator-vibe --skill creator-vibe-bish-x
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: creator-vibe
Source: https://github.com/bish-x/creator-vibe
Command: npx skills add https://github.com/bish-x/creator-vibe --skill creator-vibe-bish-x

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? AI agents often overengineer solutions, polishing abstractions and edge cases while losing sight of what the user actually needs. This Skill keeps the agent focused on the real human outcome behind every prompt. ## Core Features & Use Cases - Intent Interpretation: Reads beneath literal prompt wording to identify what the user is truly trying to make possible. - Overengineering Prevention: Challenges unnecessary complexity, endless refinement loops, and architectural wandering while preserving rigor where it earns trust. - Experience-Centered Decisions: Shapes architecture, copy, defaults, and error handling around how the result should feel to the person using it. - Use Case: When you give a high-level or emotional brief for a product or feature, the agent delivers a working, human-centered result instead of disappearing into schema design and abstraction layers. ## Quick Start Ask the agent to use creator-vibe as the foundation for your task and let it guide every decision toward the result you actually need.

Frequently Asked Questions about creator-vibe

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

FAQPage Schema
How do I stop an AI agent from overengineering my project?▼

Use creator-vibe as the decision layer for your task. It instructs the agent to check whether each implementation choice moves toward the result you actually need or drifts into unnecessary complexity, reducing architectural wandering and refinement loops.

What is the creator-vibe skill for Codex?▼

creator-vibe is a prompt-level skill that makes Codex look beneath literal prompt wording to find the real intended outcome. It keeps rigor where it earns trust and simplifies where complexity adds nothing.

When should I not use an intent-interpretation skill?▼

Skip it for factual lookups, mechanical or exact-output tasks, and fully specified work. The skill itself instructs the agent to apply it only when success depends on taste, voice, human experience, or unstated choices.

Can I make creator-vibe apply to every prompt by default?▼

Yes. Add the Creator Vibe Lens block from the README to your global Codex AGENTS.md file. The lens then interprets every message through this framework, loading the full skill only when the task benefits from it.

Does creator-vibe reduce code quality or rigor?▼

No. The skill explicitly rejects choosing between soul and rigor. It directs testing, review, and failure-state handling so the result works reliably while remaining focused on the human experience.

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