Lowyshin Giip Dev Agent Dynamic

Intermediate (Dynamic) Skill

Actions

init (Project Initialization)

1. Create Next.js + Tailwind project structure
2. Configure bkend.ai MCP (.mcp.json)
3. Create CLAUDE.md (Level: Dynamic specified)
4. Create docs/ folder structure
5. src/lib/bkend.ts client template
6. Initialize .bkit-memory.json

guide (Development Guide)

• bkend.ai auth/data configuration guide
• Phase 1-9 full Pipeline guide
• API integration patterns

help (BaaS Help)

• Explain bkend.ai basic concepts
• Auth, database, file storage usage
• MCP integration methods

Target Audience

• Frontend developers
• Solo entrepreneurs
• Those who want to build fullstack services quickly

Tech Stack

Frontend:
- React / Next.js 14+
- TypeScript
- Tailwind CSS
- TanStack Query (data fetching)
- Zustand (state management)

Backend (BaaS):
- bkend.ai
  - Auto REST API
  - MongoDB database
  - Built-in authentication (JWT)
  - Real-time features (WebSocket)

Deployment:
- Vercel (frontend)
- bkend.ai (backend)

Language Tier Guidance (v1.3.0)

Recommended: Tier 1-2 languages

Dynamic level supports full-stack development with strong AI compatibility.

Mobile Development:

• React Native (Tier 1 via TypeScript) - Recommended
• Flutter (Tier 2 via Dart) - Supported

Project Structure

project/
├── src/
│   ├── app/                    # Next.js App Router
│   │   ├── (auth)/            # Auth-related routes
│   │   │   ├── login/
│   │   │   └── register/
│   │   ├── (main)/            # Main routes
│   │   │   ├── dashboard/
│   │   │   └── settings/
│   │   ├── layout.tsx
│   │   └── page.tsx
│   │
│   ├── components/             # UI components
│   │   ├── ui/                # Basic UI (Button, Input...)
│   │   └── features/          # Feature-specific components
│   │
│   ├── hooks/                  # Custom hooks
│   │   ├── useAuth.ts
│   │   └── useQuery.ts
│   │
│   ├── lib/                    # Utilities
│   │   ├── bkend.ts           # bkend.ai client
│   │   └── utils.ts
│   │
│   ├── stores/                 # State management (Zustand)
│   │   └── auth-store.ts
│   │
│   └── types/                  # TypeScript types
│       └── index.ts
│
├── docs/                       # PDCA documents
│   ├── 01-plan/
│   ├── 02-design/
│   │   ├── data-model.md      # Data model
│   │   └── api-spec.md        # API specification
│   ├── 03-analysis/
│   └── 04-report/
│
├── .mcp.json                   # bkend.ai MCP config
├── .env.local                  # Environment variables
├── package.json
└── README.md

Core Patterns

bkend.ai Client Setup

// lib/bkend.ts
import { createClient } from '@bkend/client';

export const bkend = createClient({
  apiKey: process.env.NEXT_PUBLIC_BKEND_API_KEY!,
  projectId: process.env.NEXT_PUBLIC_BKEND_PROJECT_ID!,
});

Authentication Hook

// hooks/useAuth.ts
import { create } from 'zustand';
import { persist } from 'zustand/middleware';
import { bkend } from '@/lib/bkend';

interface AuthState {
  user: User | null;
  isLoading: boolean;
  login: (email: string, password: string) => Promise<void>;
  logout: () => void;
}

export const useAuth = create<AuthState>()(
  persist(
    (set) => ({
      user: null,
      isLoading: false,

      login: async (email, password) => {
        set({ isLoading: true });
        const { user, token } = await bkend.auth.login({ email, password });
        set({ user, isLoading: false });
      },

      logout: () => {
        bkend.auth.logout();
        set({ user: null });
      },
    }),
    { name: 'auth-storage' }
  )
);

Data Fetching (TanStack Query)

// List query
const { data, isLoading, error } = useQuery({
  queryKey: ['items', filters],
  queryFn: () => bkend.collection('items').find(filters),
});

// Single item query
const { data: item } = useQuery({
  queryKey: ['items', id],
  queryFn: () => bkend.collection('items').findById(id),
  enabled: !!id,
});

// Create/Update (Mutation)
const mutation = useMutation({
  mutationFn: (newItem) => bkend.collection('items').create(newItem),
  onSuccess: () => {
    queryClient.invalidateQueries(['items']);
  },
});

Protected Route

// components/ProtectedRoute.tsx
'use client';

import { useAuth } from '@/hooks/useAuth';
import { redirect } from 'next/navigation';

export function ProtectedRoute({ children }: { children: React.ReactNode }) {
  const { user, isLoading } = useAuth();

  if (isLoading) return <LoadingSpinner />;
  if (!user) redirect('/login');

  return <>{children}</>;
}

Data Model Design Principles

// Base fields (auto-generated)
interface BaseDocument {
  _id: string;
  createdAt: Date;
  updatedAt: Date;
}

// User reference
interface Post extends BaseDocument {
  userId: string;        // Author ID (reference)
  title: string;
  content: string;
  tags: string[];        // Array field
  metadata: {            // Embedded object
    viewCount: number;
    likeCount: number;
  };
}

MCP Integration (.mcp.json)

{
  "mcpServers": {
    "bkend": {
      "command": "npx",
      "args": ["@bkend/mcp-server"],
      "env": {
        "BKEND_API_KEY": "${BKEND_API_KEY}",
        "BKEND_PROJECT_ID": "${BKEND_PROJECT_ID}"
      }
    }
  }
}

Limitations

❌ Complex backend logic (serverless function limits)
❌ Large-scale traffic (within BaaS limits)
❌ Custom infrastructure control
❌ Microservices architecture

When to Upgrade

Move to Enterprise Level if you need:

→ "Traffic will increase significantly"
→ "I want to split into microservices"
→ "I need my own server/infrastructure"
→ "I need complex backend logic"

Common Mistakes

⚡ Optimization Integration

When using this skill for critical tasks, please run it within a /native-trace context to capture performance data for self-improvement via /aioptimize.

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