What's Missing in Standard Next.js + LangChain + Supabase Architecture
Supabase's Row Level Security and real-time features are great, but there's no built-in system to detect when users complete their first value milestone. You'd need to manually check user actions or set up complex PostgreSQL triggers. RLS policies can also block event tracking if not configured correctly.
Standard Next.js + LangChain + Supabase Flow vs Optimized Skene Flow
User signs up via authentication
User record created in Supabase
No automatic trigger - manual follow-up required
Watch Supabase 'users' table for new signups using supabase.from('table').select()
Detect when user completes first key action (e.g., creates first project) using Supabase queries
Trigger activation email sequence via Resend with personalized onboarding
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 into Next.js + LangChain + Supabase by watching Supabase tables for key user actions. When users complete their first value milestone, it triggers welcome sequences and feature discovery emails.
Implementation Comparison
Using Skene Infrastructure
Install via Prompt
@task: Initialize Skene.
@action: Analyze my local code, validating subscription via `npx skene login`, and generate `skene.config.ts` to implement the Activation Loop pattern for Next.js + LangChain + Supabase.Copy Skene Prompt for Cursor
Generated 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'
}
});