What is the Inception Workflow Planning skill?

It is a specialized capability for Claude Code that analyzes project requirements to create a customized, step-by-step development execution plan within the AI-DLC framework.

How does it handle existing 'brownfield' projects?

It performs a detailed impact analysis to identify component relationships and potential risks specific to modifying existing codebases, ensuring the plan accounts for regression and integration.

Does this skill automatically start writing code?

No, it focuses strictly on the planning phase, determining which stages like functional design, NFR requirements, or unit testing are needed before implementation begins.

Can I modify the suggested workflow plan?

Yes. The skill is designed with a 'human-in-the-loop' approach, requiring explicit user approval and allowing you to override any recommendation before proceeding.

AI-DLC Workflow Planner

Name: AI-DLC Workflow Planner
Author: yamatatsu

byyamatatsu

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생산성 및 워크플로

Automates the creation of comprehensive software development execution plans by analyzing scope, impact, and risk.

The Inception Workflow Planning skill is the foundational orchestration layer for the AI-Driven Lifecycle (AI-DLC) framework. It enables Claude to intelligently assess project context—whether starting a new 'greenfield' application or modifying 'brownfield' codebases—to determine which development stages are necessary. By evaluating transformation scope and architectural risks, the skill generates a structured roadmap featuring Mermaid visualizations and detailed documentation, ensuring that every development task is purposeful while maintaining human-in-the-loop control through a mandatory approval process.

주요 기능

01Comprehensive execution plan documentation in Markdown format

02Integrated state tracking and audit logging for project transparency

03Risk-based determination for skipping or executing development phases

04Visual workflow generation using Mermaid flowchart syntax

05Automated scope and impact analysis for existing and new projects

060 GitHub stars

사용 사례

01Defining a customized software development lifecycle for a new microservice

02Standardizing AI-driven development workflows across a multi-module project

03Planning a complex refactoring of existing components with high architectural impact

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add yamatatsu/claude-aidlc inception-workflow-planning

For use in Claude.ai and ChatGPT

Download Skill