implementation

Translate plan.md into code changes following existing repository patterns.

7|3|Updated Mar 17, 2026
One-click install
npx skills add https://github.com/brainbrewlabs/brainbrew-devkit --skill implementation-brainbrewlabs
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: implementation
Source: https://github.com/brainbrewlabs/brainbrew-devkit/tree/main/plugin/config/templates/develop/skills/implementation
Command: npx skills add https://github.com/brainbrewlabs/brainbrew-devkit --skill implementation-brainbrewlabs

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Implement features efficiently by translating plans into concrete code aligned with existing patterns, reducing handoffs and rework.

Core Features & Use Cases

  • Plan-to-code translation: Convert a plan into an implementable codebase with phase-by-phase guidance.
  • Codebase alignment: Read existing patterns, frameworks, and style before coding to maintain consistency.
  • Use Case: When a feature spec exists but actual code is missing, run an implementation cycle to generate the necessary files and changes.

Quick Start

Provide an AI with a plan and codebase context and ask it to implement the specified feature.

Frequently Asked Questions about implementation

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I implement code from a plan phase by phase?

To implement code phase by phase, provide an AI with a plan and codebase context. The Skill reads plan files and translates them into production-ready code aligned with existing project conventions.

What is the best way to ensure new code matches existing codebase patterns?

To ensure code matches existing codebase patterns, the tool reads your project conventions and frameworks before coding. It outputs code changes that strictly maintain consistency with your repository's established style.

Do I need a complete feature spec to generate production-ready code?

You need a clear plan with phase files to generate production-ready code. The Skill relies on existing plan documents and known codebase patterns to guide the implementation cycle effectively.

Can I use this to convert feature specs into actual codebase changes?

Yes, you can convert feature specs into actual codebase changes. When a feature spec exists but code is missing, running an implementation cycle generates the necessary files and modifications.

Why does my generated code not match my repository's conventions?

Generated code may not match conventions if codebase patterns are not fully known beforehand. The Skill requires reading existing project frameworks and styles before coding to maintain alignment and reduce rework.