agentleFS
ww-w-aiww-w-ai/bkit-codex/.agents/skills/dynamic/SKILL.md

dynamic

Skill69 starsChanged 8 months agoApache-2.0View on GitHub

Fullstack development with bkend.ai BaaS. Covers authentication, data storage, API integration. Project initialization with "init dynamic". Triggers: fullstack, BaaS, bkend, authentication, login, signup, database, 풀스택, 인증, 로그인, フルスタック, 認証, 全栈, 身份验证, autenticación, authentification, Authentifizierung, autenticazione Do NOT use for: static sites (use $starter), enterprise MSA (use $enterprise).

  • Reads credentials
  • Sends data out

We split this skill into the rules it gives an agent

3 rules. 2 are common, 0 are distinctive, and 1 is very specific to this project.

  • 2

    Common

    Most of the 3 edited versions we read keep these.

  • 0

    Distinctive

    This author's own choices. Worth a look.

  • 1

    Very specific

    Tied to their project's names, files or tools. Probably skip.

  • Common
  • Distinctive
  • Very specific
  1. Very specific:

    Create Next.js + Tailwind project structure

    line 26
  2. Common:

    Create AGENTS.md (Level: Dynamic specified)

    line 28
  3. Common:

    Create docs/ folder structure

    line 29

“Common” is measured: kept by at least 6 in 10 of the 3 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.

Keep what fits and drop the rest. Your version, ready for your agents.
Files
SKILL.md

Intermediate (Dynamic) Skill

Fullstack development using bkend.ai BaaS platform.

Actions

ActionDescriptionExample
initProject initialization$dynamic init my-saas
guideDisplay development guide$dynamic guide
helpBaaS integration help$dynamic help

init (Project Initialization)

  1. Create Next.js + Tailwind project structure
  2. Configure bkend.ai MCP connection
  3. Create AGENTS.md (Level: Dynamic specified)
  4. Create docs/ folder structure
  5. Generate src/lib/bkend.ts client template
  6. Initialize .pdca-status.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 adding backend features
  • Solo entrepreneurs building MVPs
  • 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)

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
├── .env.local                  # Environment variables
├── package.json
└── README.md

Core Patterns

bkend.ai Client Setup

// lib/bkend.ts
const API_BASE = process.env.NEXT_PUBLIC_BKEND_API_URL || 'https://api.bkend.ai/v1';
const PROJECT_ID = process.env.NEXT_PUBLIC_BKEND_PROJECT_ID!;

async function bkendFetch(path: string, options: RequestInit = {}) {
  const token = localStorage.getItem('bkend_access_token');
  const res = await fetch(`${API_BASE}${path}`, {
    ...options,
    headers: {
      'Content-Type': 'application/json',
      'x-project-id': PROJECT_ID,
      ...(token && { Authorization: `Bearer ${token}` }),
      ...options.headers,
    },
  });
  if (!res.ok) throw new Error(await res.text());
  return res.json();
}

export const bkend = {
  auth: {
    signup: (body: {email: string; password: string}) =>
      bkendFetch('/auth/email/signup', {method: 'POST', body: JSON.stringify(body)}),
    signin: (body: {email: string; password: string}) =>
      bkendFetch('/auth/email/signin', {method: 'POST', body: JSON.stringify(body)}),
    me: () => bkendFetch('/auth/me'),
    signout: () => bkendFetch('/auth/signout', {method: 'POST'}),
  },
  data: {
    list: (table: string, params?: Record<string,string>) =>
      bkendFetch(`/data/${table}?${new URLSearchParams(params)}`),
    get: (table: string, id: string) => bkendFetch(`/data/${table}/${id}`),
    create: (table: string, body: any) =>
      bkendFetch(`/data/${table}`, {method: 'POST', body: JSON.stringify(body)}),
    update: (table: string, id: string, body: any) =>
      bkendFetch(`/data/${table}/${id}`, {method: 'PATCH', body: JSON.stringify(body)}),
    delete: (table: string, id: string) =>
      bkendFetch(`/data/${table}/${id}`, {method: 'DELETE'}),
  },
};

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.signin({ email, password });
        localStorage.setItem('bkend_access_token', token);
        set({ user, isLoading: false });
      },
      logout: () => {
        bkend.auth.signout();
        localStorage.removeItem('bkend_access_token');
        set({ user: null });
      },
    }),
    { name: 'auth-storage' }
  )
);

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 <div>Loading...</div>;
  if (!user) redirect('/login');
  return <>{children}</>;
}

Environment Variables

# .env.local
NEXT_PUBLIC_BKEND_API_URL=https://api.bkend.ai/v1
NEXT_PUBLIC_BKEND_PROJECT_ID=your-project-id
NEXT_PUBLIC_BKEND_ENV=dev

Pipeline Flow (Dynamic)

Phase 1 -> 2 -> 3 -> 4(bkend.ai) -> 5 -> 6 -> 7 -> 8 -> 9

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 ($enterprise) if you need:

  • Significantly increased traffic handling
  • Microservices architecture
  • Custom server/infrastructure
  • Complex backend logic

Common Mistakes

MistakeSolution
CORS errorRegister domain in bkend.ai console
401 UnauthorizedToken expired, re-login or refresh token
Data not showingCheck collection name, query conditions
Type errorSync TypeScript types with schema

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