Vibe Coding Prompts

Tooling

VS Code + AI coding assistants

Each assistant has a different strength profile. Use the right one for ideation, implementation, and review.

VS Code

Baseline environment for vibe coding with extensions, tasks, terminals, and debugging tools in one place.

  • Integrated terminal and test loops
  • Extension ecosystem for linting and formatting
  • Great context switching for AI-assisted edits

GitHub Copilot

Excellent inline completions and chat workflows inside VS Code, especially for accelerating repetitive coding tasks.

  • Strong for boilerplate and snippets
  • Fast iteration while staying in editor
  • Works best with clear file-level context

GPT-Codex

Useful when you need deeper reasoning over larger tasks, structured edits, and explicit engineering tradeoff analysis.

  • Good for planning plus implementation
  • Can enforce formatting and review conventions
  • Strong on refactors and verification steps

Claude Code

Often effective for long-context analysis, architecture discussions, and highly detailed codebase walkthroughs.

  • Useful for broad repo understanding
  • Strong natural-language explanations
  • Works well for design and planning phases