GEMINI.md

This file provides guidance to Gemini when working with code in this repository.

Project Overview

Teklifsat Platform: A multi-tenant AI lead generation platform that automates the prospecting pipeline from LinkedIn search to AI-powered qualification and outreach. It uses Unipile for LinkedIn API integration and Next.js/Supabase as its core stack.

Tech Stack

Technology	Purpose
Next.js	Frontend framework (App Router)
Supabase	Database, Auth, Realtime, Edge Functions
TypeScript	Static typing and enhanced developer experience
Tailwind	Styling and responsive design
Radix UI	Accessible UI primitives
Lucide	Icon set
Playwright	End-to-end testing
Unipile	LinkedIn Multi-account API integration

Commands

# Development
npm run dev

# Build
npm run build

# Start Production
npm run start

# Lint
npm run lint

# Documentation (refer to docs/)
# Migrations (refer to migrations/)

Project Structure

app/              # Next.js App Router (Routes, API, Layouts)
├── api/          # Backend API routes
├── auth/         # Authentication flow
├── dashboard/    # Dashboard pages and logic
└── onboarding/   # User onboarding steps
components/       # UI and feature components
├── ui/           # Radix-based UI building blocks
└── ...           # Feature-specific components (auth, linkedin)
lib/              # Shared logic and libraries
├── supabase/     # Supabase client and server-side utilities
└── utils.ts      # UI helper functions (cn)
migrations/       # Database schema migrations
e2e/              # Playwright E2E tests
docs/             # Project documentation

Architecture

The application follows the Next.js App Router patterns with server/client component separation.

Frontend: React client components for interactive UI, Server Components for data fetching.
Backend API: Next.js API routes handling business logic and integration with external APIs (Unipile, AI models).
Data Layer: Supabase for relational data, authentication, and file storage.
Flow: Multi-tenant data model where organizations/teams manage campaigns, leads, and outreach.

Code Patterns

UI & Styling

Use the cn utility from lib/utils.ts for dynamic class merging.
Prefer Radix UI primitives and Tailwind CSS for custom components.
Maintain consistency with the globals.css variable-based theme system.

Database & Auth

Use lib/supabase/server.ts for server-side actions/routes.
Use lib/supabase/client.ts for interactive client components.
Leverage Supabase Auth for user identity and organization-based access control.

Testing

E2E Tests: Located in e2e/, using Playwright.
Run tests: npx playwright test

Key Files

File	Purpose
`app/layout.tsx`	Global structure and context providers.
`lib/supabase/server.ts`	Supabase server-side client factory.
`lib/supabase/client.ts`	Supabase browser-side client factory.
`package.json`	Dependency management and script definitions.
`tailwind.config.ts`	UI theme and styling configuration.

AI Agent Guidelines

Database Operations: GEMINI / Antigravity has access to the supabase-mcp server. This tool must be used for all database-related operations, including schema exploration, table creation, and performing queries, to ensure accuracy and consistency with the Supabase environment.

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