GROWTH PATTERN

Adding Retention to Django + PostgreSQL + Stripe Apps

Without activity monitoring in Django + PostgreSQL + Stripe, you can't detect dormant users or celebrate growth milestones that keep users engaged.

Django + PostgreSQL + Stripe

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What's Missing in Standard Django + PostgreSQL + Stripe Architecture

Without behavioral tracking in PostgreSQL, you can't identify when users become inactive or when they hit growth milestones worth celebrating. Most PostgreSQL setups don't include activity monitoring by default, requiring custom implementation.

Standard Django + PostgreSQL + Stripe Flow vs Optimized Skene Flow

Standard Flow
1

User completes onboarding

2

User activity tracked manually (if at all)

3

No automated re-engagement when activity drops

Skene Flow
1

Monitor PostgreSQL 'events' table for user activity patterns via standard features

2

Detect when user becomes dormant (no activity for 7 days)

3

Trigger re-engagement email sequence with personalized content

4

Track re-engagement success and adjust campaigns

Visual comparison of the flows:

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How Skene Fixes This

We created a Skene Prompt that installs retention infrastructure into Django + PostgreSQL + Stripe. It uses PostgreSQL's standard features to monitor user activity and automatically triggers re-engagement campaigns when users become dormant.

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 Retention Loop pattern for Django + PostgreSQL + Stripe.

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: 'retention',
  opinion: 'Detect dormant users and trigger personalized re-engagement campaigns',
  steps: [
    {
      trigger: {
        type: 'schedule',
        cron: '0 9 * * *' // Daily at 9 AM
      },
      condition: {
        type: 'query',
        query: `SELECT * FROM users WHERE last_activity_at < NOW() - INTERVAL '7 days' AND re_engagement_sent = false`,
        timeout: '10m'
      },
      action: {
        type: 'email',
        provider: 'resend',
        template: 're_engagement',
        personalization: {
          name: '{{user.name}}',
          lastActivity: '{{user.last_activity_at}}'
        }
      }
    }
  ],
  recovery: {
    retries: 3,
    backoff: 'exponential'
  }
});

Frequently asked questions