Does it work with my existing Git hooks?

Yes, it detects your repository root, respects protected branches, and includes specific logic to handle and recover from pre-commit hook failures.

What is the Deep Implement skill?

Deep Implement is a specialized Claude Code skill that automates the transition from a technical plan to a fully tested and committed implementation using TDD and Git integration.

Do I need to use /deep-plan first?

Yes, Deep Implement is designed to consume the sectioned planning files generated by the /deep-plan skill to ensure structured and manageable implementation steps.

What are the technical requirements?

Deep Implement requires Python 3.11+ with the 'uv' package manager and is optimized for use within active Git repositories.

How does it handle code reviews?

It launches a dedicated subagent to analyze staged changes, then presents you with a triaged list of findings to decide which fixes to apply or discuss further.

Deep Implement

Name: Deep Implement
Author: piercelamb

bypiercelamb

•

Security & Testing

Automates the implementation of complex coding plans using Test-Driven Development (TDD), integrated code reviews, and managed Git workflows.

Deep Implement is a high-precision execution skill designed to bridge the gap between architectural planning and production-grade code. By consuming sections generated by /deep-plan, it enforces a rigorous Test-Driven Development (TDD) cycle that includes writing tests first, implementing logic, and iterative debugging. The skill orchestrates a sophisticated workflow that launches a code-review subagent, facilitates interactive developer triages for critical decisions, updates documentation to reflect implementation realities, and manages atomic Git commits with pre-commit hook handling. It is the essential tool for developers seeking to maintain high architectural integrity and code quality while automating the mechanical aspects of software construction.

Key Features

01Interactive developer interviews for high-stakes architectural and security decisions

02Rigorous TDD workflow with automated test execution and smart retry logic

03Autonomous code review subagent for deep diff analysis and triage

04Dynamic documentation synchronization that updates plan files with implemented reality

05Automated Git operations including branch protection checks and atomic commits

0615 GitHub stars

Use Cases

01Automating repetitive Git and review workflows for large-scale code migrations

02Enforcing high test coverage through mandatory TDD implementation cycles

03Executing complex, multi-section features from structured planning documents

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add piercelamb/deep-implement deep-implement

For use in Claude.ai and ChatGPT

Download Skill