How does the QA validation loop work?

Once implementation and reviews are complete, specialized QA roles deploy the code and use diagnostic tools like Chrome DevTools to validate the feature end-to-end before final delivery.

Does this skill write code itself?

No, as a 'Senior Lead', the skill strictly orchestrates and delegates. It ensures the Planning, Implementation, and Review engineers perform their specific tasks according to the defined workflow.

What is the TeamImplement skill?

TeamImplement is an orchestration tool for Claude Code that manages a virtual team of AI engineers to execute complex software implementation plans through specialized roles.

Why does this skill use separate virtual engineers?

Separation of duties ensures that the planning, implementation, and review stages are handled objectively, reducing errors and ensuring higher code quality compared to a single-pass approach.

What is the source of truth for the implementation plan?

The skill relies on a high-level master plan located at .planning/PLAN.md to sequence tasks and define the scope for each development phase.

Team-Based Implementation Lead

Name: Team-Based Implementation Lead
Author: mattermost

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Collaboration Tools

Orchestrates multi-phase software development by delegating tasks to a specialized virtual team of planning, implementation, and review engineers.

This skill transforms Claude into a Senior Software Engineering Lead that manages complex, multi-stage software projects through a structured pipeline. Instead of writing code directly, it defines and spawns specialized roles—Planning, Implementation, Review, and QA—to handle each phase defined in your project's plan. This ensures high-quality output through mandatory separation of duties, rigorous code reviews, exhaustive testing, and an end-to-end QA validation loop, making it ideal for large-scale features or professional-grade software development where architectural integrity and reliability are paramount.

Key Features

01Automated QA validation loop using mobile and browser diagnostic tools for final sign-off

02Rigorous code review criteria focusing on plan adherence, concurrency, and test validity

03Strict separation of duties across development stages to ensure objective quality control

041 GitHub stars

05Multi-role team orchestration including Planning, Implementation, Review, and QA engineers

06Research-driven planning phase that investigates dependencies and best practices before coding

Use Cases

01Executing large, multi-phase feature roadmaps defined in .planning/PLAN.md

02Implementing mission-critical infrastructure where high availability and concurrency must be verified

03Scaling professional software development through a standardized planning-implementation-review pipeline

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add mattermost/mattermost-ai-marketplace teamimplement

For use in Claude.ai and ChatGPT

Download Skill