# implementation

> Implement features, write tests and code following best practices and style guidelines.

- Author: dmelnitsyn
- Repository: dmelnicyn/multistack-cicd-template
- Version: 20260131070416
- Stars: 0
- Forks: 0
- Last Updated: 2026-02-06
- Source: https://github.com/dmelnicyn/multistack-cicd-template
- Web: https://mule.run/skillshub/@@dmelnicyn/multistack-cicd-template~implementation:20260131070416

---

---
name: implementation
description: Implement features, write tests and code following best practices and style guidelines.
---

# Implementation Skill

The implementation skill guides code writing and local validation.

## When to Use

- When starting to code a user story or task.
- When refactoring or adding new functionality.
- When writing tests for existing functionality.

## Instructions

- Follow the architecture and file structure defined earlier.
- Write tests first when appropriate (test‑driven development).
- Implement code in small, logical commits.
- Use the tooling matrix to run linters, formatters and type checkers frequently.
- Write descriptive commit messages and update documentation as needed.
- Respect coding conventions and patterns specific to the project.
- Ask questions if you encounter ambiguous requirements.