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GROWTH PATTERN

Adding Retention to CockroachDB Apps

Data storage with CockroachDB works, but there's no automated system to segment users by behavior and send targeted campaigns.

CockroachDB

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What's Missing in Standard CockroachDB Architecture

While CockroachDB handles database operations well, it doesn't include activity monitoring to detect churn risk or trigger re-engagement campaigns.

Standard CockroachDB Flow vs Optimized Skene Flow

Standard Flow
1

User has access to CockroachDB features

2

Features available but usage not monitored

3

No activation prompts for unused features

Skene Flow
1

Monitor CockroachDB usage patterns and feature adoption

2

Identify users who haven't used key features

3

Trigger feature discovery emails with examples and use cases

4

Track feature adoption and send advanced usage guides

Visual comparison of the flows:

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How Skene Fixes This

We created a Skene Prompt that installs behavioral tracking for CockroachDB. It monitors CockroachDB tables for user activity patterns and automatically triggers re-engagement campaigns when users become inactive.

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 CockroachDB.

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

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