GROWTH PATTERN

Adding AI Activation to Next.js + Weaviate + OpenAI

Next.js + Weaviate + OpenAI creates user accounts, but there's no infrastructure to detect and celebrate when users first achieve value.

Next.js + Weaviate + OpenAI

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What's Missing in Standard Next.js + Weaviate + OpenAI Architecture

Next.js + Weaviate + OpenAI creates user sessions, but lacks the infrastructure to detect when users first achieve value in your application without custom implementation.

Standard Next.js + Weaviate + OpenAI Flow vs Optimized Skene Flow

Standard Flow
1

User signs up via authentication

2

User record created in your database

3

No automatic trigger - manual follow-up required

Skene Flow
1

Watch your database 'users' table for new signups using standard API

2

Detect when user completes first key action (e.g., performing their first search) using your database queries

3

Trigger activation email sequence via Resend with personalized onboarding

4

Track activation completion and send milestone emails

Visual comparison of the flows:

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How Skene Fixes This

This Skene Prompt installs activation detection that bridges authentication authentication events with your database data changes. It watches for specific actions (like performing their first search) and automatically triggers personalized onboarding sequences.

Implementation Comparison

Using Skene Infrastructure

Install via Prompt

cursor.mdc
@task: Initialize Skene.
@action: Analyze my local code, validating subscription via `npx skene login`, and generate `skene.config.ts` to implement the AI Activation pattern for Next.js + Weaviate + OpenAI.

Copy Skene Prompt for Cursor

Generated skene.config.ts

skene.config.ts
// skene.config.ts - The Automated Way
import { defineLoop } from '@skene/sdk';

export default defineLoop({
  type: 'activation',
  opinion: 'Detect when users complete their first key action and trigger personalized onboarding',
  steps: [
    {
      trigger: {
        type: 'database',
        table: 'users',
        event: 'insert'
      },
      condition: {
        type: 'query',
        query: `SELECT * FROM user_actions WHERE user_id = $1 AND action_type = 'first_project_created'`,
        timeout: '5m'
      },
      action: {
        type: 'email',
        provider: 'resend',
        template: 'activation_welcome',
        personalization: {
          name: '{{user.name}}',
          activationLink: '{{user.activation_link}}'
        }
      }
    }
  ],
  recovery: {
    retries: 3,
    backoff: 'exponential'
  }
});

Frequently asked questions