What happens if the implementation encounters an error?

The skill follows a 'Fail then Fix' principle where it diagnoses build or test errors, attempts to resolve them automatically, and only prompts the user if it becomes blocked.

How does it handle very large features?

It uses a state management system to save progress to a file, allowing the AI to maintain context and track completed vs. pending tasks even across long conversations.

Does it work with specific technologies like React or Python?

Yes, the skill is designed to load domain-specific skills (e.g., frontend-design, test, xlsx) dynamically based on the requirements of the task.

How do I trigger the Implement skill?

You can trigger it by using the /implement command or by saying phrases like 'build this' or 'code this' once a technical plan has been agreed upon.

Smart Implementation Manager

Name: Smart Implementation Manager
Author: nguyendinhquocx

bynguyendinhquocx

0•

생산성 및 워크플로

Executes development plans through automated task breakdown, sub-agent orchestration, and rigorous verification cycles.

The Implement skill bridges the gap between planning and execution by transforming agreed-upon technical approaches into working code. It manages the entire development lifecycle by decomposing complex requirements into discrete tasks, orchestrating specialized sub-agents for domain-specific work, and maintaining session state in dedicated markdown files. With a focus on quality assurance, it automatically runs builds, linters, and tests to ensure that every implementation is functional, verified, and aligned with user requirements.

주요 기능

010 GitHub stars

02Multi-agent orchestration for research and execution

03Persistent state management for long-running sessions

04Domain-specific skill integration for UI, testing, and data

05Automated task breakdown and dependency sequencing

06Integrated quality checks including builds and linting

사용 사례

01Transitioning from architectural planning to active coding

02Managing complex refactoring projects with automated verification

03Executing multi-file feature builds with sub-agent assistance

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add nguyendinhquocx/code-ai implement

For use in Claude.ai and ChatGPT

Download Skill