Does this skill work with existing codebases?

Yes, it includes specific protocols for working with existing code, mandating that the agent reads and follows established project patterns and conventions before suggesting changes.

What is the core philosophy of Vibe Coding?

The core philosophy is 'Human provides the Vibe, Agent provides the Code.' The human focuses on vision and decision-making (20% effort), while the AI handles execution, thoroughness, and standards (80% effort).

How does the RAPID method work for debugging?

RAPID stands for Reproduce, Analyze, Pinpoint, Implement, and Deploy. It is a systematic approach that replaces guessing with evidence-based tracing to find the root cause of bugs.

What are the 'Four Laws' of this skill?

The Four Laws are: (1) Understand before building, (2) Surface all significant decisions, (3) Verify work atomically in small chunks, and (4) Maintain high craftsmanship standards at all times.

Vibe Coding

Name: Vibe Coding
Author: Within-7

byWithin-7

Collaboration Tools

Transforms Claude into a professional development partner that balances human vision with disciplined execution and senior-level craftsmanship.

About

Vibe Coding is a specialized framework designed to shift the AI from a simple code generator to a rigorous development partner. By implementing the 'Four Laws'—Understand, Surface, Verify, and Craftsmanship—this skill ensures that every architectural decision is transparent and every line of code meets production-grade standards. It features structured workflows for greenfield projects, feature integration, and the RAPID debugging method, allowing developers to provide the high-level vision while the agent manages the heavy lifting of thorough execution and verification.

Key Features

The Four Laws: Enforces mandatory understanding, decision transparency, atomic verification, and high craftsmanship.
RAPID Debugging: A systematic workflow to Reproduce, Analyze, Pinpoint, Implement, and Deploy fixes.
0 GitHub stars
Atomic Verification: Breaks work into small, 2-5 minute verifiable chunks to maintain trust and progress tracking.
Decision Surfacing: Prevents silent architectural choices by requiring logic and trade-offs to be stated upfront.
Domain-Specific Patterns: Specialized guidance for UI aesthetics, API design, security, and data engineering.

Use Cases

Systematically debugging legacy codebases using a repeatable, evidence-based process to avoid regressions.
Refactoring existing systems by applying a Test-Transform-Verify loop to maintain stability.
Executing complex greenfield projects where clear discovery and design phases are required before coding.

About

Key Features

The Four Laws: Enforces mandatory understanding, decision transparency, atomic verification, and high craftsmanship.
RAPID Debugging: A systematic workflow to Reproduce, Analyze, Pinpoint, Implement, and Deploy fixes.
0 GitHub stars
Atomic Verification: Breaks work into small, 2-5 minute verifiable chunks to maintain trust and progress tracking.
Decision Surfacing: Prevents silent architectural choices by requiring logic and trade-offs to be stated upfront.
Domain-Specific Patterns: Specialized guidance for UI aesthetics, API design, security, and data engineering.

Use Cases

Systematically debugging legacy codebases using a repeatable, evidence-based process to avoid regressions.
Refactoring existing systems by applying a Test-Transform-Verify loop to maintain stability.
Executing complex greenfield projects where clear discovery and design phases are required before coding.