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The AI-Native Foundation

SkipSetup solves a fundamental problem in modern development: the “Hallucination Gap” where AI assistants are brilliant at generating code but blind to your project’s architecture, decisions, and history. Meanwhile, developers suffer from “full-stack fatigue,” spending weeks on configuration instead of creation.

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The Problem: Abandoned at the Starting Line

Current development tools have a critical flaw: they abandon you after generation. Others decorate the starting line with templates, but SkipSetup builds the intelligent foundation for the entire race.
The Hallucination Gap: AI can write code, but without understanding your project’s context, it guesses wrong—leading to broken features, integration issues, and wasted time.

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Our Solution: Continuous AI Context

SkipSetup is the first AI-native project environment. It maintains perfect, ongoing context throughout your project’s lifecycle. Your AI assistant doesn’t just help you start—it understands your stack, collaborates on changes, and builds with you from first commit to final deployment.

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The .kiro AI Brain

Every SkipSetup project includes a .kiro folder that transforms generic AI assistants into project-aware experts:

Specialist Agents

  • auth-expert – Authentication & security
  • database-architect – Schema design & optimization
  • fullstack-specialist – End-to-end features
  • ui-specialist – Components & design systems
  • payment-integrator – Stripe payments & billing

Live Specifications

  • API documentation & endpoints
  • Authentication flows & rules
  • Database schema & relationships
  • Design patterns & components
  • Project structure & conventions

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How It Works: AI-Aware Development

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For Developers

# MVP in seconds
npx skipsetup-cli@latest create my-mvp --size small

# Complete SaaS in <90 seconds
npx skipsetup-cli@latest create my-saas --size medium

# Navigate to your project
cd my-saas

# Start Kiro CLI for AI-assisted development
kiro-cli

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For AI Assistants (Kiro)

Every project includes a .kiro “AI brain” with specialist agents and automated workflows. Use the Kiro CLI to chat with project-aware AI: 
# Start a general chat session
kiro-cli

# Or chat with a specific agent
kiro-cli --agent auth-expert
Example interaction: 
You: "add a user profile editor with avatar upload"
Kiro: "I'll help you implement that. First, let me analyze your current schema..."

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The .kiro Folder Structure

.kiro/
├── agents/              # Pre-configured AI specialists
├── specs/               # Project specifications
├── steering/           # Architecture documentation
├── hooks/              # Development automation
├── mcp/                # AI tool integration
└── README.md           # Context overview
The result: Developers start coding features immediately. AI adds new capabilities—like a subscription dashboard—with zero hallucinations, perfectly integrated on the first try.

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Development Workflow with Kiro CLI

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Interactive Feature Development

# Start your development environment
pnpm dev

# In another terminal, start Kiro CLI
kiro-cli --agent fullstack-specialist

# Give direct instructions
# Example: "add a user profile editor with avatar upload"
# Kiro will provide complete implementation steps

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Agent-Specific Assistance

Each agent specializes in different aspects of your project:

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Complete Development Flow

# 1. Create your project
npx skipsetup-cli@latest create my-app --size medium

# 2. Navigate and set up
cd my-app
pnpm install
pnpm db:push

# 3. Start development server
pnpm dev

# 4. Use Kiro CLI for AI assistance
kiro-cli --agent database-architect
# Instruction: "add a user profile editor with avatar upload"
# Kiro provides step-by-step implementation

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Benefits of Kiro CLI Integration

Kiro understands your exact project structure, dependencies, and patterns.

Get context-aware guidance that works on the first try.

All team members get the same expert guidance.

The .kiro context evolves with your project over time.

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Kiro CLI Reference

For complete Kiro CLI documentation and available commands, visit: https://kiro.dev/docs/cli/chat/ Basic usage: 
kiro-cli                    # Start interactive chat
kiro-cli --help            # Show help menu
kiro-cli --agent agentname # Chat with specific agent
Note: Kiro CLI provides interactive chat-based assistance. After starting a session, give direct instructions for what you want to build, and Kiro will guide you through implementation using your project’s specific context.

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Real-World Success Story

During the Kiroween Hackathon, a team built a complete SaaS platform using SkipSetup and Kiro CLI:

# Generated the complete project
npx skipsetup-cli@latest create haunting-saas --size medium

# Used Kiro CLI for guided development
kiro-cli --agent payment-integrator
# Instruction: "add subscription tiers"
# Received: Step-by-step Stripe integration

kiro-cli --agent ui-specialist
# Instruction: "design an admin dashboard"
# Received: Complete dashboard implementation

Result: Complete, production-ready SaaS platform built in hours with perfect AI guidance.

Watch the demo →

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Getting Started Today

Create Your AI-Native Project
All included: Kiro CLI comes pre-installed in every SkipSetup project. No additional installation required—just start chatting with kiro-cli after project creation.