Autonomous system health monitoring, self-healing, resource optimization, and self-improvement workflows. Use when the user wants to implement automatic system health checks, auto-fix issues, optimize resources, reduce costs, schedule daily maintenance, or create a self-managing application. Triggers on: "self-healing", "auto-fix", "system health", "resource optimization", "cost reduction", "automated maintenance", "system monitoring", "self-improving", "auto-optimization", "daily workflow", "resource analysis", "load balancing".
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실행 점수 미검증
설치 방법 보기설치하기 전에 에이전트에게 전달되는 지시 내용을 확인할 수 있습니다.
This skill provides workflows for implementing autonomous system health monitoring, self-healing capabilities, resource optimization, and AI-powered recommendations.
Create src/app/api/system/health/route.ts:
import { NextResponse } from 'next/server';
import { prisma } from '@/lib/prisma';
export const runtime = 'nodejs';
export const dynamic = 'force-dynamic';
export async function GET() {
const now = new Date();
const dayAgo = new Date(now.getTime() - 24 * 60 * 60 * 1000);
const weekAgo = new Date(now.getTime() - 7 * 24 * 60 * 60 * 1000);
const [
totalUsers, activeUsers, newUsersToday, newUsersWeek,
totalTherapists, approvedTherapists, activeSubscriptions,
totalBookings, bookingsToday, bookingsWeek,
totalRevenue, revenueToday, revenueWeek, revenueMonth,
pendingVerifications, rejectedPhotos, activeReviews,
subscriptionCount,
] = await Promise.all([
prisma.user.count(),
prisma.user.count({ where: { isVerified: true } }),
prisma.user.count({ where: { createdAt: { gte: dayAgo } } }),
prisma.user.count({ where: { createdAt: { gte: weekAgo } } }),
prisma.therapistProfile.count(),
prisma.therapistProfile.count({ where: { isApproved: true } }),
prisma.therapistProfile.count({ where: { subscriptionActive: true } }),
prisma.booking.count(),
prisma.booking.count({ where: { createdAt: { gte: dayAgo } } }),
prisma.booking.count({ where: { createdAt: { gte: weekAgo } } }),
prisma.payment.aggregate({ _sum: { amount: true }, where: { status: 'COMPLETED' } }),
prisma.payment.aggregate({ _sum: { amount: true }, where: { status: 'COMPLETED', createdAt: { gte: dayAgo } } }),
prisma.payment.aggregate({ _sum: { amount: true }, where: { status: 'COMPLETED', createdAt: { gte: weekAgo } } }),
prisma.payment.aggregate({ _sum: { amount: true }, where: { status: 'COMPLETED', createdAt: { gte: monthAgo } } }),
prisma.verificationDoc.count({ where: { status: 'PENDING' } }),
prisma.photo.count({ where: { status: 'REJECTED' } }),
prisma.review.count({ where: { status: 'APPROVED' } }),
prisma.subscription.count({ where: { status: 'ACTIVE' } }),
]);
const recommendations: string[] = [];
if (pendingVerifications > 20) recommendations.push('High verification backlog. Prioritize admin review.');
if (rejectedPhotos > 50) recommendations.push('High photo rejection rate. Update upload guidelines.');
if (newUsersToday === 0) recommendations.push('No new users today. Check marketing channels.');
if (activeSubscriptions < totalTherapists * 0.3) recommendations.push('Low subscription adoption. Consider promotions.');
if (bookingsToday === 0 && approvedTherapists > 0) recommendations.push('No bookings despite active therapists. Check search visibility.');
return NextResponse.json({
success: true,
timestamp: now.toISOString(),
resourceUsage: {
cpu: process.cpuUsage(),
memory: process.memoryUsage(),
uptime: process.uptime(),
},
dbHealth: {
totalUsers, activeUsers, newUsersToday, newUsersWeek,
totalTherapists, approvedTherapists, activeSubscriptions,
totalBookings, bookingsToday, bookingsWeek,
totalRevenue: totalRevenue._sum.amount || 0,
revenueToday: revenueToday._sum.amount || 0,
revenueWeek: revenueWeek._sum.amount || 0,
revenueMonth: revenueMonth._sum.amount || 0,
pendingVerifications, rejectedPhotos, activeReviews, subscriptionCount,
},
recommendations,
});
}
Create src/app/api/system/optimize/route.ts:
import { NextRequest, NextResponse } from 'next/server';
import { prisma } from '@/lib/prisma';
export const runtime = 'nodejs';
export const dynamic = 'force-dynamic';
export async function POST(request: NextRequest) {
const body = await request.json();
const { action } = body;
if (action === 'optimize') {
const result = await runOptimization();
return NextResponse.json({ success: true, result });
}
if (action === 'analyze') {
const analysis = await runAnalysis();
return NextResponse.json({ success: true, analysis });
}
return NextResponse.json({ error: 'Unknown action' }, { status: 400 });
}
async function runOptimization() {
const now = new Date();
const weekAgo = new Date(now.getTime() - 7 * 24 * 60 * 60 * 1000);
const [bookings, notifications, sessions, photos] = await Promise.all([
prisma.booking.deleteMany({
where: {
status: { in: ['PENDING', 'THERAPIST_PENDING'] },
startTime: { lt: now },
createdAt: { lt: weekAgo },
},
}),
prisma.notification.deleteMany({
where: {
read: true,
createdAt: { lt: new Date(now.getTime() - 30 * 24 * 60 * 60 * 1000) },
},
}),
prisma.session.deleteMany({
where: { expiresAt: { lt: now } },
}),
prisma.photo.deleteMany({
where: {
status: 'REJECTED',
createdAt: { lt: new Date(now.getTime() - 7 * 24 * 60 * 60 * 1000) },
},
}),
]);
return {
cleanedBookings: bookings.count,
cleanedNotifications: notifications.count,
cleanedSessions: sessions.count,
cleanedPhotos: photos.count,
};
}
async function runAnalysis() {
const now = new Date();
const weekAgo = new Date(now.getTime() - 7 * 24 * 60 * 60 * 1000);
const [newUsers, bookings, revenue, pendingVerifications, inactiveTherapists] = await Promise.all([
prisma.user.count({ where: { createdAt: { gte: weekAgo } } }),
prisma.booking.count({ where: { createdAt: { gte: weekAgo } } }),
prisma.payment.aggregate({ _sum: { amount: true }, where: { status: 'COMPLETED', createdAt: { gte: weekAgo } } }),
prisma.verificationDoc.count({ where: { status: 'PENDING' } }),
prisma.therapistProfile.count({ where: { subscriptionActive: false, isApproved: true } }),
]);
const recommendations: string[] = [];
if (pendingVerifications > 10) recommendations.push(`High backlog: ${pendingVerifications} pending verifications.`);
if (inactiveTherapists > 0) recommendations.push(`${inactiveTherapists} therapists with inactive subscriptions.`);
if (newUsers < 5) recommendations.push('Low new user growth this week.');
return {
weekStats: { newUsers, bookings, revenue: revenue._sum.amount || 0 },
pendingVerifications,
inactiveTherapists,
recommendations,
lastRun: now.toISOString(),
};
}
Create src/app/api/system/cron/route.ts:
import { NextResponse } from 'next/server';
import { prisma } from '@/lib/prisma';
export const runtime = 'nodejs';
export const dynamic = 'force-dynamic';
export async function POST() {
const now = new Date();
const dayAgo = new Date(now.getTime() - 24 * 60 * 60 * 1000);
const weekAgo = new Date(now.getTime() - 7 * 24 * 60 * 60 * 1000);
try {
// Cleanup
const [staleBookings, staleNotifications, staleSessions] = await Promise.all([
prisma.booking.deleteMany({
where: {
status: { in: ['PENDING', 'THERAPIST_PENDING'] },
startTime: { lt: now },
createdAt: { lt: weekAgo },
},
}),
prisma.notification.deleteMany({
where: {
read: true,
createdAt: { lt: new Date(now.getTime() - 30 * 24 * 60 * 60 * 1000) },
},
}),
prisma.session.deleteMany({ where: { expiresAt: { lt: now } } }),
]);
// Analytics
const [newUsers, bookings, revenue, pendingVerifications, activeSubscriptions, errorReports] = await Promise.all([
prisma.user.count({ where: { createdAt: { gte: dayAgo } } }),
prisma.booking.count({ where: { createdAt: { gte: dayAgo } } }),
prisma.payment.aggregate({ _sum: { amount: true }, where: { status: 'COMPLETED', createdAt: { gte: dayAgo } } }),
prisma.verificationDoc.count({ where: { status: 'PENDING' } }),
prisma.therapistProfile.count({ where: { subscriptionActive: true } }),
prisma.bugReport.count({ where: { createdAt: { gte: dayAgo } } }),
]);
// Generate recommendations
const recommendations: string[] = [];
if (pendingVerifications > 20) recommendations.push('High verification backlog');
if (newUsers === 0) recommendations.push('No new users today');
if (activeSubscriptions === 0) recommendations.push('No active subscriptions');
// Store daily report
await prisma.$executeRaw`
INSERT INTO daily_reports (new_users, bookings, revenue, recommendations, generated_at)
VALUES (${newUsers}, ${bookings}, ${revenue._sum.amount || 0}, ${JSON.stringify(recommendations)}, ${now.toISOString()})
`;
return NextResponse.json({
success: true,
dailyReport: {
newUsers,
bookings,
revenue: revenue._sum.amount || 0,
pendingVerifications,
activeSubscriptions,
errorReports,
},
cleanup: { staleBookings: staleBookings.count, staleNotifications: staleNotifications.count, staleSessions: staleSessions.count },
timestamp: now.toISOString(),
});
} catch (error: any) {
return NextResponse.json({ success: false, error: error.message }, { status: 500 });
}
}
Add to vercel.json:
{
"crons": [
{
"path": "/api/system/cron",
"schedule": "0 2 * * *"
}
]
}
Create scripts/self-healing.js:
const { execSync } = require('child_process');
class SelfHealingSystem {
async healthCheck() {
const checks = { database: false, api: false, build: false, tests: false };
try {
const res = await fetch('http://localhost:3000/api/health');
checks.api = res.ok;
} catch { checks.api = false; }
try {
execSync('npm test', { stdio: 'pipe' });
checks.tests = true;
} catch { checks.tests = false; }
try {
execSync('npm run build', { stdio: 'pipe' });
checks.build = true;
} catch { checks.build = false; }
return checks;
}
async runOptimization() {
try {
const res = await fetch('http://localhost:3000/api/system/optimize', {
method: 'POST',
headers: { 'Content-Type': 'application/json' },
body: JSON.stringify({ action: 'optimize' }),
});
return await res.json();
} catch (error) {
console.error('Optimization failed:', error);
return null;
}
}
async analyze() {
try {
const res = await fetch('http://localhost:3000/api/system/health');
return await res.json();
} catch (error) {
console.error('Analysis failed:', error);
return null;
}
}
async runCycle() {
console.log('[Self-Healing] Starting maintenance cycle...');
const health = await this.healthCheck();
if (!Object.values(health).every(v => v)) {
console.log('[Self-Healing] Issues detected, running optimization...');
const result = await this.runOptimization();
console.log('[Self-Healing] Cleanup result:', result);
}
const analysis = await this.analyze();
if (analysis?.recommendations?.length > 0) {
console.log('[Self-Healing] Recommendations:', analysis.recommendations);
}
}
}
// Run on schedule
const system = new SelfHealingSystem();
system.runCycle().catch(console.error);
setInterval(() => system.runCycle().catch(console.error), 3600000); // Every hour
Add to src/app/api/system/health/route.ts:
const costRecommendations: string[] = [];
// Database optimization
const dbSize = await prisma.$queryRaw`SELECT pg_database_size('your_database')`;
if (dbSize[0].pg_database_size > 1073741824) { // 1GB
costRecommendations.push('Database exceeds 1GB. Consider archiving old data.');
}
// Storage optimization
const expiredSessions = await prisma.session.count({ where: { expiresAt: { lt: now } } });
if (expiredSessions > 10000) {
costRecommendations.push(`${expiredSessions} expired sessions to clean up.`);
}
// API cost optimization
const apiCalls = await prisma.apiCallLog.count({ where: { createdAt: { gte: dayAgo } } });
if (apiCalls > 100000) {
costRecommendations.push('High API call volume. Consider caching.');
}
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