How does the code review process work?

The skill uses a general-purpose subagent to analyze staged changes, writes a detailed review file, and then conducts a brief interview with the user to triage which fixes should be applied or ignored.

What are the technical requirements for this skill?

Deep Implement requires Python 3.11+ (via uv) and works best within a Git repository to manage commits and review trails automatically.

What is the primary purpose of Deep Implement?

Deep Implement is designed to take structured plans (specifically from /deep-plan) and implement them section-by-section using a strict Test-Driven Development (TDD) and code review cycle.

Does Deep Implement support session recovery?

Yes, it includes an auto-resume feature via the DEEP_RESUME_STEP context, allowing it to bypass intro banners and jump directly back into the implementation loop if a session is cleared.

Deep Implement

Name: Deep Implement
Author: avi8or

byavi8or

0•

Productivity & Workflow

Executes complex software plans section-by-section using a rigorous TDD methodology and integrated code review workflow.

Deep Implement is an advanced Claude Code skill designed to bridge the gap between high-level planning and production-grade implementation. It processes modular sections generated by /deep-plan, executing a disciplined cycle that includes Test-Driven Development (TDD), automated subagent code reviews, and structured Git management. By enforcing a 'test-first' approach and facilitating interactive review triage, Deep Implement ensures that complex features are built with high test coverage, documented accuracy, and clean version control history.

Key Features

01Integrated Git workflow with automated commit trails and state tracking

02Interactive triage and interview sessions for high-stakes code changes

03Section-by-section execution of complex software plans

040 GitHub stars

05Automated code reviews utilizing general-purpose subagents

06Strict Test-Driven Development (TDD) workflow with auto-retry logic

Use Cases

01Executing architectural blueprints created by the /deep-plan utility

02Enforcing consistent TDD and code review standards across a codebase

03Automating the implementation of large-scale features with granular progress tracking

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add avi8or/deep-trilogy_old deep-implement

For use in Claude.ai and ChatGPT

Key Features

01Integrated Git workflow with automated commit trails and state tracking

02Interactive triage and interview sessions for high-stakes code changes

03Section-by-section execution of complex software plans

040 GitHub stars

05Automated code reviews utilizing general-purpose subagents

06Strict Test-Driven Development (TDD) workflow with auto-retry logic

Use Cases

01Executing architectural blueprints created by the /deep-plan utility

02Enforcing consistent TDD and code review standards across a codebase

03Automating the implementation of large-scale features with granular progress tracking

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add avi8or/deep-trilogy_old deep-implement

For use in Claude.ai and ChatGPT