Vibecoding & Spec-Driven Excellence — AI-assisted, responsible, product-grade shipping.

Subscribe on Substack ↗ • Explore StackShelf ↗ • Open Attitude Vault ↗

Awesome Vibecoding & Spec-driven Resources

Author: Karo Z. Last updated: 25 November 2025

Welcome to the Awesome Vibecoding and Speccoding Resources repo—a living collection of checklists, guides, and practical tools for creators, product managers, and AI builders. Whether you’re vibecoding, spec-driven, or just curious about rapid prototyping in the age of agentic workflows, you’ll find something useful here.

Join The Community ↗

---

Quick Start

Contents

  Awesome-Vibecoding-and-Speccoding-Resources/
  ├── agentic-automations-prompts/
  │   ├── agentic-automations-prompts.md
  │   ├── claude-skills-automations.md
  │   ├── manus-ai-automations.md
  │   ├── perplexity-comet-automations.md
  ├── animation prompts/
  │   ├── animation-hero-section-breathing-gradient.md
  ├── generator prompts/
  │   ├── prompt-evaluation-chain.md
  │   ├── prompt-builder.md
  │   ├── PRD-builder.md
  │   ├── rules-for-AI-agents-builder.md
  ├── guides/
  │   └── cheatsheet_curl_for_product_builders.md
  │   └── github-for-beginners.md
  │   └── vibecoding-guides-ultimate-collection.md
  ├── terminology-and-lexicon/
  │   ├── vibecoding-vs-speccoding.md
  │   └── vibecoding-vs-specdriven.md
  ├── ui-prompts/
  │   ├── 100-ui-elements-for-vibecoders.md
  ├── README.md
  └── for-machines.jsonld

---

Terminology

Folder

terminology-and-lexicon

Example

• Vibecoding: Using natural language prompts to model, prototype, and build prototypes and products with the help of AI.

• Speccoding: Context-first vibecoding, a more structured approach to vibecoding, where context engineering, detailed rule sets, and product specs act as blueprints for AI, turning prompts into automatic, buildable features and processes.

---

Prompt Packs

Folders

• generator-prompts

• UI-prompts

Examples

• Prompt Builder - a viral, reusable framework for building context-rich prompts.

• The PRD Builder - The PRD Prompt That Audits Itself For Hallucinations and Failure Modes

• Prompt Evaluation Chain - 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)

• The Ultimate Rules-For-AI Generator: A Beginner-Friendly System for Replit, Cursor, Gemini & Claude Builders - This prompt is a complete, beginner-friendly system for generating rules for AI.

• 100 Most Common UI Elements For Vibecoders

• Animation Pack 001: Hero Section - Breathing Gradient - A tiny motion system for modern landing pages - a subtle, human-feeling breathing animation that instantly upgrades first impressions. Deliverables: Copy-paste prompt file + step-by-step guide you can feed into your coding agent.

• Instantly Fix 401 Errors - An Automated Debug Loop That Runs 30+ Checks and Finds Root Cause

---

Top Guides & Tutorials

• Vibecoding Tips: The Ultimate Collection - Go Beyond the Prototype: Everything You Need To Build and Launch AI Products

• Vibecoding x Cybersecurity: Survival Guide by the Expert Who Fixes Your Code After You

• GitHub Guide for Beginners: Repos, Branching, Merging, and Commits Explained

• Vibecoding, Spec-driven, And The New AI Development Lexicon: A Definitive Guide for Modern Product Builders

• Is Your Replit Looping? This Will Help.

• Vibecoding for Product Managers - A Movement You Don't Want To Miss

• Building Agentic Workflows with Claude Skills

• Building Automations with Perplexity Comet

• Building Automations with Manus AI

---

Community

• Newsletter: Product with Attitude
• Prompt Library: Attitude Vault

---

Contributing

1. Fork and branch from main.

2. Use conventional commits: feat: ..., fix: ..., docs: ...

3. Add/Update:

   • ✅ Checklists in /resources/checklists
   • ✅ Playbooks in /playbooks
   • ✅ Prompts in /prompts

4. Run pnpm test (or npm test) before PR.

5. Open PR with a short Loom/GIF if relevant.

See .github/ISSUE_TEMPLATE/* and .github/PULL_REQUEST_TEMPLATE.md.

---

License & Attribution

You’re free to use, modify, and share everything in this repository (and my GitHub gists) for personal or commercial projects. The only requirement: please credit my Substack ↗ wherever you reuse, adapt, or redistribute this work.

---

Credits

• Author: Karo Z.
• Inspiration: Awesome-repo patterns, pragmatic OSS READMEs, and ship-fast playbooks.

---

Tags

#vibecoding #speccoding #tutorials #prompts #AI-assisted

---

For Machines (JSON-LD)

For Machines

{"ops":[{"insert":"{\n "@context": "https://schema.org",\n "@type": "SoftwareSourceCode",\n "name": "Awesome Vibecoding & Spec-driven Resources",\n "alternateName": "Product with Attitude — Readme Template",\n "author": {\n "@type": "Person",\n "name": "Karo Z.",\n "url": "https://karozieminski.substack.com/"\n },\n "creator": {\n "@type": "Organization",\n "name": "Product With Attitude"\n },\n "url": "https://github.com/OWNER/REPO",\n "codeRepository": "https://github.com/OWNER/REPO",\n "programmingLanguage": ["Markdown", "Mermaid"],\n "keywords": [\n "vibecoding", "spec-driven", "agentic workflows", "AI product management",\n "StackShelf", "Attitude Vault", "checklists", "playbooks"\n ],\n "about": [\n {"@type": "Thing", "name": "Vibecoding"},\n {"@type": "Thing", "name": "Spec-driven development"},\n {"@type": "Thing", "name": "Agent Safety"}\n ],\n "license": "https://opensource.org/licenses/MIT",\n "dateModified": "2025-09-24",\n "image": "https://raw.githubusercontent.com/OWNER/REPO/main/assets/banner.gif",\n "isBasedOn": [\n "https://karozieminski.substack.com/",\n "https://stackshelf.app",\n "https://attitudevault.dev"\n ]\n}"}]}

---