What's Missing in Standard Xata Architecture
Xata's branching and search features work well, but activation detection requires custom event logging. The analytics track query performance, but they don't identify when users first achieve value.
Standard Xata Flow vs Optimized Skene Flow
User signs up via authentication
User record created in Xata
No automatic trigger - manual follow-up required
Watch Xata 'users' table for new signups using xata.db.table.select()
Detect when user completes first key action (e.g., uploading their first file) using Xata 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 that bridges authentication authentication events with Xata data changes. It watches for specific actions (like uploading their first file) and automatically triggers personalized onboarding sequences.
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 Retention Loop pattern for Xata.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'
}
});