GROWTH PATTERN

Building Engagement-Based Campaigns with Loops

Loops creates user accounts, but there's no infrastructure to detect and celebrate when users first achieve value.

Loops

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What's Missing in Standard Loops Architecture

Loops creates user sessions, but lacks the infrastructure to detect when users first achieve value in your application without custom implementation.

Standard Loops 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., sharing their first resource) 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 sharing their first resource) 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 Email Engagement pattern for Loops.

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