What's Missing in Standard FastAPI Architecture
FastAPI is installed and configured, but there's no tracking system to guide developers through framework-specific setup milestones.
Standard FastAPI Flow vs Optimized Skene Flow
Standard Flow
1
FastAPI is installed
2
Framework configured but setup progress not tracked
3
No guidance for framework-specific best practices
Skene Flow
1
Track FastAPI setup milestones (first page, API route, deployment)
2
Identify setup completion milestones
3
Send framework-specific guidance and best practices
4
Track developer progress and send advanced tips
Visual comparison of the flows:
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How Skene Fixes This
We built a Skene Prompt that installs framework onboarding for FastAPI. It tracks setup milestones like creating the first page or API route and automatically sends framework-specific guidance and best practices.
Implementation Comparison
Using Skene Infrastructure
Auto-managed state. Installed via Prompt.
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 Framework Onboarding pattern for FastAPI.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'
}
});