This hub is part of Builder Track 2, for people who want to turn ideas into real, trustworthy products.
Everything here is hands-on, battle-tested, and built for people shipping with AI in the real world.
What Makes This Hub Different
No prompt dumps. I only share the prompts I’ve personally refined through multiple rounds of testing in live projects.
You’ll find:
Vibecoding and spec-driven prompts
Animation and UI prompts
Reusable systems I use across my own products
Prompt Packs — Plug & Play
All of the prompt systems below are available in AttitudeVault.dev, alongside a growing library of powerful prompts contributed by the Product With Attitude community.
A structured system for creating high-quality prompts from scratch.
One of my most viral prompts.
Two-step system for prompt evaluation and refinement uses a 35-criteria rubric to score, critique, and improve prompts systematically. It’s designed as a project prompt, which makes it easily reusable (I use it for all my prompts)
Featured by Build to Thrive.
100 Most Common UI Elements For Vibecoders
A Notion database cataloging 100+ common UI elements with ready-to-use vibecoding prompts for each one.
It’s essentially a prompt library specifically designed for building interfaces with AI.
A PRD Generator prompt that audits itself for hallucinations and failure modes.
Recommended only for serious builds, an overkill for prototypes.
A complete, beginner-friendly system for generating rules for your AI agents.
This prompt is an automated 401-investigation loop that avoids past fixes, iteratively tests a broad checklist of auth failures (JWT validity/claims, headers, audience, CSRF, middleware, env mismatches, rate limits, etc.), and logs each attempt with suspected cause.
Hero Section Breathing Gradient - a tiny motion system that makes landing pages feel alive with a subtle, human-feeling breathing animation that upgrades first impressions.
Deliverable: Copy-paste prompt file + step-by-step guide for your coding agent.
Best for: Builders who want production-ready micro-interactions without custom R&D.
Related Resources
As always, feel free to DM me, I’m just a message away! I respond to every message.
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Last updated Jan 2026