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2025-11-30 08:29:31 +08:00

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description
description
Start StackShift reverse engineering process - analyzes codebase, auto-detects application type (monorepo service, Nx app, etc.), and guides through 6-gear transformation to spec-driven development. Choose Greenfield (tech-agnostic for migration) or Brownfield (tech-prescriptive for maintenance).

StackShift: Reverse Engineering Toolkit

Start the 6-gear reverse engineering process

Transform your application into a fully-specified, spec-driven codebase.


Auto-Detection

StackShift will automatically detect your widget/module type:

  • service-* → Monorepo Service (in services/ directory)
  • shared-* → Shared Package (in packages/ directory)
  • **Nx project in apps/ → Nx Application
  • **Turborepo package → Turborepo Package
  • Other → Generic application (user chooses Greenfield or Brownfield)

Quick Start

Just run the analyze skill to begin:

I want to reverse engineer this application.

Or be specific:

Analyze this codebase for Greenfield migration to Next.js.

The 6-Gear Process

Once analysis starts, you'll shift through these gears:

🔍 Gear 1: Analyze

  • Auto-detect widget/module type
  • Detect tech stack and architecture
  • Assess completeness
  • Choose route (or auto-selected)
  • Configure workflow options

🔄 Gear 2: Reverse Engineer

  • Extract comprehensive documentation (8-9 files)
  • Business logic extraction
  • For monorepo: Include shared packages
  • For Greenfield: Tech-agnostic requirements
  • For Brownfield: Tech-prescriptive implementation

📋 Gear 3: Create Specifications

  • Initialize GitHub Spec Kit (.specify/)
  • Create Constitution (project principles)
  • Generate feature specifications
  • Create implementation plans
  • Install /speckit.* slash commands

🔎 Gear 4: Gap Analysis

  • Greenfield: Validate spec completeness, ask about target stack
  • Brownfield: Run /speckit.analyze, find implementation gaps
  • Identify clarification needs
  • Prioritize features (P0/P1/P2/P3)
  • Create implementation roadmap

Gear 5: Complete Specification

  • Resolve [NEEDS CLARIFICATION] markers
  • Interactive Q&A session
  • Use /speckit.clarify for structured clarification
  • Finalize all specifications
  • Ensure no ambiguities remain

🚀 Gear 6: Implement

  • Greenfield: Build NEW app in chosen tech stack
  • Brownfield: Fill gaps in existing implementation
  • Use /speckit.tasks for task breakdown
  • Use /speckit.implement for execution
  • Validate with /speckit.analyze

Routes Available

Route Auto-Detect Purpose
greenfield Generic app Extract business logic, rebuild in new stack
brownfield Generic app Spec existing codebase, manage with Spec Kit
monorepo-service services/* Extract service + shared packages
nx-app has nx.json Extract Nx app + project config

Workflow Options

Manual Mode:

  • Review each gear before proceeding
  • You control the pace
  • Good for first-time users

Cruise Control:

  • Shift through all gears automatically
  • Hands-free execution
  • Good for experienced users or overnight runs
  • Configure: clarifications strategy, implementation scope

Additional Commands

After completing Gears 1-6:

  • /stackshift.modernize - Brownfield Upgrade Mode (dependency modernization)
  • /speckit.* - GitHub Spec Kit commands (auto-installed in Gear 3)

Prerequisites

  • Git repository with code to analyze
  • Claude Code with plugin support
  • ~2-4 hours for complete process (or use Cruise Control)

Examples

Monorepo migration:

I want to reverse engineer ws-vehicle-details for migration to Next.js.

Legacy app spec creation:

Analyze this Java Spring app and create specifications for ongoing management.

Nx application extraction:

Analyze this V9 Velocity widget and extract the business logic.

Starting Now

I'm now going to analyze this codebase and begin the StackShift process!

Here's what I'll do:

  1. Auto-detect application type (monorepo-service, nx-app, generic, etc.)
  2. Detect tech stack and architecture
  3. Assess completeness
  4. Determine or ask for route
  5. Set up workflow configuration
  6. Begin Gear 1: Analyze

Let me start by analyzing this codebase... 🚗💨


Now beginning StackShift Gear 1: Analyze...