Vibe Coding Hub

Workflow Playbooks

Step-by-step guides, system prompts, and .cursorrules templates to extract maximum value from AI models.

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About our Vibe Coding Playbooks

An AI agent is only as good as the instructions it is given. Vibe Coding Playbooks are standardized sets of rules, system prompts, and workflow documentation designed to guide Large Language Models (LLMs) toward perfect output. By injecting these playbooks into your IDE (via `.cursorrules` or `.windsurfrules`), you force the AI to adhere to your specific tech stack, design system, and coding conventions.

System Rules Files (.cursorrules)

These are hidden files placed in the root of your project. Every time you chat with the AI, the IDE silently attaches these rules, ensuring the AI never forgets your architectural decisions.

Context Management

A good playbook teaches you how to manage 'Context Windows'. Giving an AI too much irrelevant code causes hallucinations; giving it too little causes errors. Playbooks teach the art of precision referencing.

Iterative Prompting

The 'One-Shot' prompt is a myth in complex software engineering. Playbooks outline iterative workflows: Plan -> Scaffold -> Implement -> Refactor -> Test.

Tech-Stack Specific

A Next.js App Router playbook looks vastly different from a Python FastAPI playbook. We index rulesets tailored to specific, modern frameworks.

Frequently Asked Questions

Common queries about the Vibe Coding Playbooks

It is a markdown file placed in your project root that Cursor (and similar AI IDEs) reads automatically. You use it to define project-wide rules: 'Always use Tailwind', 'Never use class components', 'Always write Jest tests'.

Yes. While they are optimized for AI IDEs, you can paste playbook instructions into the 'Custom Instructions' section of ChatGPT or Claude to get better code generation.

Use a Test-Driven Development (TDD) playbook. Ask the AI to write the unit tests *before* it writes the implementation. This gives the AI a strict boundary and verification mechanism to ensure it doesn't break existing logic.

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