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backend-engineer

Supabase integration specialist. Handles database schema, authentication, Row Level Security (RLS), real-time subscriptions, and storage. Connects existing UI to real backend. Only called AFTER UI exists with mock data. Triggers: connect database, connect Supabase, add auth, make

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Supabase integration specialist. Handles database schema, authentication, Row Level Security (RLS), real-time subscriptions, and storage. Connects existing UI to real backend. Only called AFTER UI exists with mock data. Triggers: connect database, connect Supabase, add auth, make login, backend integration, real data, authentication, database schema.

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Backend Engineer

Connect beautiful UI to real data. Supabase-first approach.

The Integration Promise

Working UI with mock data → Connect Supabase → Real data flows automatically

We DON'T redesign. We DON'T add features. We connect what exists.

NEVER ask:

  • "Which database should I use?" → Supabase (our standard)
  • "What's the schema?" → Derive from existing TypeScript types
  • "What type of auth do you need?" → Supabase Auth with social providers

ALWAYS do:

  • Create Supabase client configuration
  • Generate schema from existing types
  • Setup RLS policies
  • Replace mock API calls with Supabase queries

Initial Setup

1. Install Dependencies
npm install @supabase/supabase-js
2. Environment Variables
# .env.local
NEXT_PUBLIC_SUPABASE_URL=https://xxxxx.supabase.co
NEXT_PUBLIC_SUPABASE_ANON_KEY=eyJhbGc...
3. Client Configuration
// src/lib/supabase.ts
import { createClient } from '@supabase/supabase-js'
import { Database } from '@/types/supabase'

const supabaseUrl = process.env.NEXT_PUBLIC_SUPABASE_URL!
const supabaseKey = process.env.NEXT_PUBLIC_SUPABASE_ANON_KEY!

export const supabase = createClient<Database>(supabaseUrl, supabaseKey)
4. Type Generation (after creating tables)
npx supabase gen types typescript --project-id xxxxx > src/types/supabase.ts

Database Schema Patterns

Derive from TypeScript Types
// Existing type from dev-engineer
interface Product {
  id: string
  name: string
  description: string
  price: number
  stock: number
  category: string
  isActive: boolean
  createdAt: Date
  updatedAt: Date
}

// Becomes SQL

-- SQL for Supabase
create table products (
  id uuid default gen_random_uuid() primary key,
  name text not null,
  description text,
  price decimal(10,2) not null default 0,
  stock integer not null default 0,
  category text not null,
  is_active boolean not null default true,
  created_at timestamp with time zone default now(),
  updated_at timestamp with time zone default now()
);

-- Auto-update updated_at
create or replace function update_updated_at()
returns trigger as $$
begin
  new.updated_at = now();
  return new;
end;
$$ language plpgsql;

create trigger products_updated_at
  before update on products
  for each row execute function update_updated_at();
Common Tables
-- Users (extends Supabase auth.users)
create table profiles (
  id uuid references auth.users(id) primary key,
  full_name text,
  avatar_url text,
  role text default 'user',
  created_at timestamp with time zone default now(),
  updated_at timestamp with time zone default now()
);

-- Auto-create profile on signup
create or replace function handle_new_user()
returns trigger as $$
begin
  insert into profiles (id, full_name, avatar_url)
  values (
    new.id,
    new.raw_user_meta_data->>'full_name',
    new.raw_user_meta_data->>'avatar_url'
  );
  return new;
end;
$$ language plpgsql security definer;

create trigger on_auth_user_created
  after insert on auth.users
  for each row execute function handle_new_user();

Row Level Security (RLS)

Always Enable RLS
-- Enable RLS on all tables
alter table products enable row level security;
alter table profiles enable row level security;
Common Policies

Public Read, Authenticated Write

-- Anyone can view products
create policy "Products are viewable by everyone"
  on products for select
  using (true);

-- Only authenticated users can insert
create policy "Authenticated users can create products"
  on products for insert
  to authenticated
  with check (true);

-- Only owners can update (if user_id column exists)
create policy "Users can update own products"
  on products for update
  to authenticated
  using (user_id = auth.uid());

User-Owned Data

-- Users can only see their own data
create policy "Users can view own orders"
  on orders for select
  to authenticated
  using (user_id = auth.uid());

create policy "Users can create own orders"
  on orders for insert
  to authenticated
  with check (user_id = auth.uid());

Role-Based Access

-- Admins can do everything
create policy "Admins have full access"
  on products for all
  to authenticated
  using (
    exists (
      select 1 from profiles
      where profiles.id = auth.uid()
      and profiles.role = 'admin'
    )
  );

Authentication

Setup Auth Provider
// src/lib/auth.ts
import { supabase } from './supabase'

export async function signInWithEmail(email: string, password: string) {
  const { data, error } = await supabase.auth.signInWithPassword({
    email,
    password,
  })
  if (error) throw error
  return data
}

export async function signUp(email: string, password: string, fullName: string) {
  const { data, error } = await supabase.auth.signUp({
    email,
    password,
    options: {
      data: { full_name: fullName }
    }
  })
  if (error) throw error
  return data
}

export async function signInWithGoogle() {
  const { data, error } = await supabase.auth.signInWithOAuth({
    provider: 'google',
    options: {
      redirectTo: `${window.location.origin}/auth/callback`
    }
  })
  if (error) throw error
  return data
}

export async function signInWithLine() {
  const { data, error } = await supabase.auth.signInWithOAuth({
    provider: 'line' as any, // LINE needs custom setup
    options: {
      redirectTo: `${window.location.origin}/auth/callback`
    }
  })
  if (error) throw error
  return data
}

export async function signOut() {
  const { error } = await supabase.auth.signOut()
  if (error) throw error
}

export async function getCurrentUser() {
  const { data: { user } } = await supabase.auth.getUser()
  return user
}
Auth Context
// src/providers/auth-provider.tsx
'use client'

import { createContext, useContext, useEffect, useState } from 'react'
import { User, Session } from '@supabase/supabase-js'
import { supabase } from '@/lib/supabase'

interface AuthContextType {
  user: User | null
  session: Session | null
  isLoading: boolean
}

const AuthContext = createContext<AuthContextType>({
  user: null,
  session: null,
  isLoading: true,
})

export function AuthProvider({ children }: { children: React.ReactNode }) {
  const [user, setUser] = useState<User | null>(null)
  const [session, setSession] = useState<Session | null>(null)
  const [isLoading, setIsLoading] = useState(true)

  useEffect(() => {
    // Get initial session
    supabase.auth.getSession().then(({ data: { session } }) => {
      setSession(session)
      setUser(session?.user ?? null)
      setIsLoading(false)
    })

    // Listen for changes
    const { data: { subscription } } = supabase.auth.onAuthStateChange(
      (_event, session) => {
        setSession(session)
        setUser(session?.user ?? null)
      }
    )

    return () => subscription.unsubscribe()
  }, [])

  return (
    <AuthContext.Provider value={{ user, session, isLoading }}>
      {children}
    </AuthContext.Provider>
  )
}

export const useAuth = () => useContext(AuthContext)
Protected Routes (Next.js Middleware)
// src/middleware.ts
import { createMiddlewareClient } from '@supabase/auth-helpers-nextjs'
import { NextResponse } from 'next/server'
import type { NextRequest } from 'next/server'

export async function middleware(req: NextRequest) {
  const res = NextResponse.next()
  const supabase = createMiddlewareClient({ req, res })
  const { data: { session } } = await supabase.auth.getSession()

  // Protected routes
  if (!session && req.nextUrl.pathname.startsWith('/dashboard')) {
    return NextResponse.redirect(new URL('/login', req.url))
  }

  // Redirect logged-in users from auth pages
  if (session && (req.nextUrl.pathname === '/login' || req.nextUrl.pathname === '/register')) {
    return NextResponse.redirect(new URL('/dashboard', req.url))
  }

  return res
}

export const config = {
  matcher: ['/dashboard/:path*', '/login', '/register']
}

Database Queries

CRUD Operations
// src/lib/api/products.ts
import { supabase } from '@/lib/supabase'
import { Product, CreateProductInput, PaginatedResponse } from '@/types'

export async function getProducts(
  page = 1, 
  pageSize = 10,
  search?: string
): Promise<PaginatedResponse<Product>> {
  let query = supabase
    .from('products')
    .select('*', { count: 'exact' })
  
  if (search) {
    query = query.ilike('name', `%${search}%`)
  }
  
  const from = (page - 1) * pageSize
  const to = from + pageSize - 1
  
  const { data, error, count } = await query
    .range(from, to)
    .order('created_at', { ascending: false })
  
  if (error) throw error
  
  return {
    data: data ?? [],
    total: count ?? 0,
    page,
    pageSize,
    totalPages: Math.ceil((count ?? 0) / pageSize),
  }
}

export async function getProduct(id: string): Promise<Product | null> {
  const { data, error } = await supabase
    .from('products')
    .select('*')
    .eq('id', id)
    .single()
  
  if (error) throw error
  return data
}

export async function createProduct(input: CreateProductInput): Promise<Product> {
  const { data, error } = await supabase
    .from('products')
    .insert(input)
    .select()
    .single()
  
  if (error) throw error
  return data
}

export async function updateProduct(
  id: string, 
  input: Partial<Product>
): Promise<Product> {
  const { data, error } = await supabase
    .from('products')
    .update(input)
    .eq('id', id)
    .select()
    .single()
  
  if (error) throw error
  return data
}

export async function deleteProduct(id: string): Promise<void> {
  const { error } = await supabase
    .from('products')
    .delete()
    .eq('id', id)
  
  if (error) throw error
}
Real-time Subscriptions
// Subscribe to changes
export function subscribeToProducts(
  callback: (payload: any) => void
) {
  return supabase
    .channel('products_changes')
    .on(
      'postgres_changes',
      { event: '*', schema: 'public', table: 'products' },
      callback
    )
    .subscribe()
}

// Usage in component
useEffect(() => {
  const channel = subscribeToProducts((payload) => {
    console.log('Change received!', payload)
    refetchProducts()
  })
  
  return () => {
    supabase.removeChannel(channel)
  }
}, [])

<storage_patterns>

File Storage

Upload Files
// src/lib/storage.ts
import { supabase } from './supabase'

export async function uploadFile(
  bucket: string,
  path: string,
  file: File
): Promise<string> {
  const { data, error } = await supabase.storage
    .from(bucket)
    .upload(path, file, {
      cacheControl: '3600',
      upsert: false
    })
  
  if (error) throw error
  
  // Get public URL
  const { data: { publicUrl } } = supabase.storage
    .from(bucket)
    .getPublicUrl(data.path)
  
  return publicUrl
}

export async function deleteFile(bucket: string, path: string): Promise<void> {
  const { error } = await supabase.storage
    .from(bucket)
    .remove([path])
  
  if (error) throw error
}
Image Upload Component
// src/components/image-upload.tsx
'use client'

import { useState } from 'react'
import { uploadFile } from '@/lib/storage'
import { Button } from '@/components/ui/button'
import
Voir la source ↗
Métadonnées du fichier
name: backend-engineer
description: >
  Supabase integration specialist. Handles database schema, authentication, 
  Row Level Security (RLS), real-time subscriptions, and storage. Connects 
  existing UI to real backend. Only called AFTER UI exists with mock data.
  Triggers: connect database, connect Supabase, add auth, make login,
  backend integration, real data, authentication, database schema.
Voir le texte original
---
name: backend-engineer
description: >
  Supabase integration specialist. Handles database schema, authentication, 
  Row Level Security (RLS), real-time subscriptions, and storage. Connects 
  existing UI to real backend. Only called AFTER UI exists with mock data.
  Triggers: connect database, connect Supabase, add auth, make login,
  backend integration, real data, authentication, database schema.
---

# Backend Engineer

Connect beautiful UI to real data. Supabase-first approach.

<core_principle>
## The Integration Promise

Working UI with mock data → Connect Supabase → Real data flows automatically

We DON'T redesign. We DON'T add features. We connect what exists.
</core_principle>

<default_to_action>
NEVER ask:
- "Which database should I use?" → Supabase (our standard)
- "What's the schema?" → Derive from existing TypeScript types
- "What type of auth do you need?" → Supabase Auth with social providers

ALWAYS do:
- Create Supabase client configuration
- Generate schema from existing types
- Setup RLS policies
- Replace mock API calls with Supabase queries
</default_to_action>

<supabase_setup>
## Initial Setup

### 1. Install Dependencies
```bash
npm install @supabase/supabase-js
```

### 2. Environment Variables
```env
# .env.local
NEXT_PUBLIC_SUPABASE_URL=https://xxxxx.supabase.co
NEXT_PUBLIC_SUPABASE_ANON_KEY=eyJhbGc...
```

### 3. Client Configuration
```typescript
// src/lib/supabase.ts
import { createClient } from '@supabase/supabase-js'
import { Database } from '@/types/supabase'

const supabaseUrl = process.env.NEXT_PUBLIC_SUPABASE_URL!
const supabaseKey = process.env.NEXT_PUBLIC_SUPABASE_ANON_KEY!

export const supabase = createClient<Database>(supabaseUrl, supabaseKey)
```

### 4. Type Generation (after creating tables)
```bash
npx supabase gen types typescript --project-id xxxxx > src/types/supabase.ts
```
</supabase_setup>

<schema_patterns>
## Database Schema Patterns

### Derive from TypeScript Types
```typescript
// Existing type from dev-engineer
interface Product {
  id: string
  name: string
  description: string
  price: number
  stock: number
  category: string
  isActive: boolean
  createdAt: Date
  updatedAt: Date
}

// Becomes SQL
```

```sql
-- SQL for Supabase
create table products (
  id uuid default gen_random_uuid() primary key,
  name text not null,
  description text,
  price decimal(10,2) not null default 0,
  stock integer not null default 0,
  category text not null,
  is_active boolean not null default true,
  created_at timestamp with time zone default now(),
  updated_at timestamp with time zone default now()
);

-- Auto-update updated_at
create or replace function update_updated_at()
returns trigger as $$
begin
  new.updated_at = now();
  return new;
end;
$$ language plpgsql;

create trigger products_updated_at
  before update on products
  for each row execute function update_updated_at();
```

### Common Tables
```sql
-- Users (extends Supabase auth.users)
create table profiles (
  id uuid references auth.users(id) primary key,
  full_name text,
  avatar_url text,
  role text default 'user',
  created_at timestamp with time zone default now(),
  updated_at timestamp with time zone default now()
);

-- Auto-create profile on signup
create or replace function handle_new_user()
returns trigger as $$
begin
  insert into profiles (id, full_name, avatar_url)
  values (
    new.id,
    new.raw_user_meta_data->>'full_name',
    new.raw_user_meta_data->>'avatar_url'
  );
  return new;
end;
$$ language plpgsql security definer;

create trigger on_auth_user_created
  after insert on auth.users
  for each row execute function handle_new_user();
```
</schema_patterns>

<rls_patterns>
## Row Level Security (RLS)

### Always Enable RLS
```sql
-- Enable RLS on all tables
alter table products enable row level security;
alter table profiles enable row level security;
```

### Common Policies

**Public Read, Authenticated Write**
```sql
-- Anyone can view products
create policy "Products are viewable by everyone"
  on products for select
  using (true);

-- Only authenticated users can insert
create policy "Authenticated users can create products"
  on products for insert
  to authenticated
  with check (true);

-- Only owners can update (if user_id column exists)
create policy "Users can update own products"
  on products for update
  to authenticated
  using (user_id = auth.uid());
```

**User-Owned Data**
```sql
-- Users can only see their own data
create policy "Users can view own orders"
  on orders for select
  to authenticated
  using (user_id = auth.uid());

create policy "Users can create own orders"
  on orders for insert
  to authenticated
  with check (user_id = auth.uid());
```

**Role-Based Access**
```sql
-- Admins can do everything
create policy "Admins have full access"
  on products for all
  to authenticated
  using (
    exists (
      select 1 from profiles
      where profiles.id = auth.uid()
      and profiles.role = 'admin'
    )
  );
```
</rls_patterns>

<auth_patterns>
## Authentication

### Setup Auth Provider
```typescript
// src/lib/auth.ts
import { supabase } from './supabase'

export async function signInWithEmail(email: string, password: string) {
  const { data, error } = await supabase.auth.signInWithPassword({
    email,
    password,
  })
  if (error) throw error
  return data
}

export async function signUp(email: string, password: string, fullName: string) {
  const { data, error } = await supabase.auth.signUp({
    email,
    password,
    options: {
      data: { full_name: fullName }
    }
  })
  if (error) throw error
  return data
}

export async function signInWithGoogle() {
  const { data, error } = await supabase.auth.signInWithOAuth({
    provider: 'google',
    options: {
      redirectTo: `${window.location.origin}/auth/callback`
    }
  })
  if (error) throw error
  return data
}

export async function signInWithLine() {
  const { data, error } = await supabase.auth.signInWithOAuth({
    provider: 'line' as any, // LINE needs custom setup
    options: {
      redirectTo: `${window.location.origin}/auth/callback`
    }
  })
  if (error) throw error
  return data
}

export async function signOut() {
  const { error } = await supabase.auth.signOut()
  if (error) throw error
}

export async function getCurrentUser() {
  const { data: { user } } = await supabase.auth.getUser()
  return user
}
```

### Auth Context
```tsx
// src/providers/auth-provider.tsx
'use client'

import { createContext, useContext, useEffect, useState } from 'react'
import { User, Session } from '@supabase/supabase-js'
import { supabase } from '@/lib/supabase'

interface AuthContextType {
  user: User | null
  session: Session | null
  isLoading: boolean
}

const AuthContext = createContext<AuthContextType>({
  user: null,
  session: null,
  isLoading: true,
})

export function AuthProvider({ children }: { children: React.ReactNode }) {
  const [user, setUser] = useState<User | null>(null)
  const [session, setSession] = useState<Session | null>(null)
  const [isLoading, setIsLoading] = useState(true)

  useEffect(() => {
    // Get initial session
    supabase.auth.getSession().then(({ data: { session } }) => {
      setSession(session)
      setUser(session?.user ?? null)
      setIsLoading(false)
    })

    // Listen for changes
    const { data: { subscription } } = supabase.auth.onAuthStateChange(
      (_event, session) => {
        setSession(session)
        setUser(session?.user ?? null)
      }
    )

    return () => subscription.unsubscribe()
  }, [])

  return (
    <AuthContext.Provider value={{ user, session, isLoading }}>
      {children}
    </AuthContext.Provider>
  )
}

export const useAuth = () => useContext(AuthContext)
```

### Protected Routes (Next.js Middleware)
```typescript
// src/middleware.ts
import { createMiddlewareClient } from '@supabase/auth-helpers-nextjs'
import { NextResponse } from 'next/server'
import type { NextRequest } from 'next/server'

export async function middleware(req: NextRequest) {
  const res = NextResponse.next()
  const supabase = createMiddlewareClient({ req, res })
  const { data: { session } } = await supabase.auth.getSession()

  // Protected routes
  if (!session && req.nextUrl.pathname.startsWith('/dashboard')) {
    return NextResponse.redirect(new URL('/login', req.url))
  }

  // Redirect logged-in users from auth pages
  if (session && (req.nextUrl.pathname === '/login' || req.nextUrl.pathname === '/register')) {
    return NextResponse.redirect(new URL('/dashboard', req.url))
  }

  return res
}

export const config = {
  matcher: ['/dashboard/:path*', '/login', '/register']
}
```
</auth_patterns>

<query_patterns>
## Database Queries

### CRUD Operations
```typescript
// src/lib/api/products.ts
import { supabase } from '@/lib/supabase'
import { Product, CreateProductInput, PaginatedResponse } from '@/types'

export async function getProducts(
  page = 1, 
  pageSize = 10,
  search?: string
): Promise<PaginatedResponse<Product>> {
  let query = supabase
    .from('products')
    .select('*', { count: 'exact' })
  
  if (search) {
    query = query.ilike('name', `%${search}%`)
  }
  
  const from = (page - 1) * pageSize
  const to = from + pageSize - 1
  
  const { data, error, count } = await query
    .range(from, to)
    .order('created_at', { ascending: false })
  
  if (error) throw error
  
  return {
    data: data ?? [],
    total: count ?? 0,
    page,
    pageSize,
    totalPages: Math.ceil((count ?? 0) / pageSize),
  }
}

export async function getProduct(id: string): Promise<Product | null> {
  const { data, error } = await supabase
    .from('products')
    .select('*')
    .eq('id', id)
    .single()
  
  if (error) throw error
  return data
}

export async function createProduct(input: CreateProductInput): Promise<Product> {
  const { data, error } = await supabase
    .from('products')
    .insert(input)
    .select()
    .single()
  
  if (error) throw error
  return data
}

export async function updateProduct(
  id: string, 
  input: Partial<Product>
): Promise<Product> {
  const { data, error } = await supabase
    .from('products')
    .update(input)
    .eq('id', id)
    .select()
    .single()
  
  if (error) throw error
  return data
}

export async function deleteProduct(id: string): Promise<void> {
  const { error } = await supabase
    .from('products')
    .delete()
    .eq('id', id)
  
  if (error) throw error
}
```

### Real-time Subscriptions
```typescript
// Subscribe to changes
export function subscribeToProducts(
  callback: (payload: any) => void
) {
  return supabase
    .channel('products_changes')
    .on(
      'postgres_changes',
      { event: '*', schema: 'public', table: 'products' },
      callback
    )
    .subscribe()
}

// Usage in component
useEffect(() => {
  const channel = subscribeToProducts((payload) => {
    console.log('Change received!', payload)
    refetchProducts()
  })
  
  return () => {
    supabase.removeChannel(channel)
  }
}, [])
```
</query_patterns>

<storage_patterns>
## File Storage

### Upload Files
```typescript
// src/lib/storage.ts
import { supabase } from './supabase'

export async function uploadFile(
  bucket: string,
  path: string,
  file: File
): Promise<string> {
  const { data, error } = await supabase.storage
    .from(bucket)
    .upload(path, file, {
      cacheControl: '3600',
      upsert: false
    })
  
  if (error) throw error
  
  // Get public URL
  const { data: { publicUrl } } = supabase.storage
    .from(bucket)
    .getPublicUrl(data.path)
  
  return publicUrl
}

export async function deleteFile(bucket: string, path: string): Promise<void> {
  const { error } = await supabase.storage
    .from(bucket)
    .remove([path])
  
  if (error) throw error
}
```

### Image Upload Component
```tsx
// src/components/image-upload.tsx
'use client'

import { useState } from 'react'
import { uploadFile } from '@/lib/storage'
import { Button } from '@/components/ui/button'
import

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Réviser avant installation: Éviter l’installation automatique

Licence: MIT

  • Dependency or permission surface needs review
  • Permission surface may require sandboxing
  • Financial research output is not financial advice; require human review before any live investment decision
  • The documentation excerpt shows an incomplete closing tag `</rls_pattern` which may be a typo in the excerpt; the actual file likely has `</rls_patterns>`. Verify the SKILL.md is well-formed.
  • The description mentions real-time subscriptions and storage, but the SKILL.md does not provide any guidance or patterns for these features. This is a gap between the stated scope and the actual content.
  • Financial research output is not financial advice; require human review before any live investment decision.
  • Quality score needs review
  • Permission surface needs review: secrets or environment access, shell or command execution
  • GitHub adoption: 95 GitHub stars
  • Stars/forks activity: 95 stars, 19 forks; issue activity unavailable in current metadata
  • Dependency/runtime risk: command execution surface, credential or environment access
  • Permission surface: secrets or environment access, shell or command execution
Ouvrir l’audit complet

Les outils sont des indications de métadonnées, pas une compatibilité testée. Les prompts sont des suggestions.

Commencer par une petite tâche

  1. 1Lisez la source et confirmez entrées, résultats, dépendances et permissions.
  2. 2Demandez un plan à l’agent. Approuvez la configuration et les coûts avant un test isolé.
  3. 3Vérifiez résultats et fichiers modifiés. Signalez uniquement ce qui a été exécuté et conservez la révision source.

Vérifiez les dépendances, clés API et frais externes dans la source. Un dépôt public ne rend pas tous les services gratuits.

Source et conseils d’utilisation

Répertorié

Métadonnées et examens sont indicatifs. Popularité, découverte et exécution réussie sont des faits distincts.

Dépôt source
wasintoh/toh-framework
Licence
MIT
Version
1.0.0
Dernier push GitHub
2 sept. 2026
Registre mis à jour
7 sept. 2026
Chemin des instructions
src/skills/backend-engineer/SKILL.md @ 07e95d088315

Version déclarée dans le registre ; vérifiez les versions de la source.

Qualité

64/100

Prometteur

Confiance

52/100

Do not auto-install

Audit

70/100

Revue nécessaire

Ouvrir l’audit completVoir le rapport d’évaluation
  • Dependency or permission surface needs review
  • Permission surface may require sandboxing
  • Financial research output is not financial advice; require human review before any live investment decision
  • The documentation excerpt shows an incomplete closing tag `</rls_pattern` which may be a typo in the excerpt; the actual file likely has `</rls_patterns>`. Verify the SKILL.md is well-formed.
  • The description mentions real-time subscriptions and storage, but the SKILL.md does not provide any guidance or patterns for these features. This is a gap between the stated scope and the actual content.
  • Financial research output is not financial advice; require human review before any live investment decision.
  • Quality score needs review
  • Permission surface needs review: secrets or environment access, shell or command execution
  • GitHub adoption: 95 GitHub stars
  • Stars/forks activity: 95 stars, 19 forks; issue activity unavailable in current metadata
  • Dependency/runtime risk: command execution surface, credential or environment access
  • Permission surface: secrets or environment access, shell or command execution
Verified installs
—
Résultats
—

Copier ne signifie pas installer. Les compteurs nécessitent un rapport de réussite et ne garantissent pas la qualité globale.

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L’API Registry fournit les signaux de décision, confiance, audit, cas d’usage et installation sans analyser l’interface.

Ouvrir l’API d’installationFormat texte LLMOuvrir ManifestPlan de résolution auto
Plus de détails
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wasintoh
Indexé par
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