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jhlee0409
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afc:auto

Automate the software development lifecycle from feature specification to code cleanup.

7|Updated Feb 19, 2026
Search Tags:#automation#code review#task management#full-stack#code generation#development pipeline
One-click install
npx skills add https://github.com/jhlee0409/all-for-claudecode --skill afc-auto
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: afc:auto
Source: https://github.com/jhlee0409/all-for-claudecode/tree/main/skills/auto
Command: npx skills add https://github.com/jhlee0409/all-for-claudecode --skill afc-auto

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill automates the entire software development cycle, from initial feature specification to final code cleanup, with a single command.

Core Features & Use Cases

  • End-to-End Automation: Manages the full pipeline: Spec → Plan → Implement → Review → Clean.
  • Intelligent Task Decomposition: Automatically breaks down features into executable tasks.
  • Use Case: A developer needs to add user authentication to a web application. They can run /afc:auto "Add user authentication" and the Skill will handle generating the spec, planning the implementation, writing the code, performing a review, and cleaning up artifacts.

Quick Start

Use the afc:auto skill to add user authentication to the project.

Frequently Asked Questions about afc:auto

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I automate the full software development lifecycle from a feature specification?▼

Full development lifecycle automation processes feature specifications through an AI-driven pipeline to generate specs, plan implementations, write code, perform multi-perspective reviews, and clean up artifacts automatically.

What's the best way to automate task decomposition for a full-stack development pipeline?▼

Automated task decomposition breaks down feature specifications into executable tasks with CI gates, mapping file changes and managing execution within a structured development pipeline.

Can I generate implementation plans with file change maps using automated code generation?▼

Implementation planning with file change maps is supported natively, automatically generating structural plans that detail required file modifications before code generation begins.

Does automated code review work with CI gates in a full-stack development pipeline?▼

Multi-perspective code review integrates directly with CI gates, evaluating generated code across multiple dimensions during the automated execution of full-stack development tasks.

What are the limitations of using a single command for end-to-end development cycle automation?▼

End-to-end development cycle automation relies on AI-driven steps for spec generation and task execution, meaning complex architectural decisions may require manual intervention beyond the automated pipeline's scope.

Do I need the Skill Advisor system to manage artifact cleanup in automated code generation?▼

Artifact cleanup runs automatically as the final pipeline stage, but the auxiliary Skill Advisor system enhances overall value by integrating additional specialized skills for complex task management.

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