Monitor model performance, detect data drift, concept drift, and anomalies in production using Prometheus, Grafana, and MLflow
Creates minimal working prototypes for quick idea validation. Single-file when possible, includes test data, ready to demo immediately. Use when user says "prototype", "MVP", "proof of concept",...
Optimize application performance and scalability. Use when investigating slow applications, scaling bottlenecks, or improving response times. Covers profiling, caching, database optimization, and...
Use when setting up an email inbox for an AI agent (Moltbot, Clawdbot, or similar) - configuring inbound email, webhooks, tunneling for local development, and implementing security measures to...
Manage ML model lifecycle from development to deployment with experiment tracking, versioning, monitoring, and automated retraining workflows.
Configure Prometheus with alerting, recording rules, service discovery (K8s, Consul, EC2), federation, PromQL optimization, and Alertmanager.
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Meta-skill that analyzes complex tasks and spawns specialized agents with relevant skills. Use for multi-step features, large refactors, or any work requiring coordination across domains.
Master modern business analysis with AI-powered analytics,
Master modern business analysis with AI-powered analytics,
Master modern business analysis with AI-powered analytics,
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Comprehensive audio analysis with waveform visualization, spectrogram, BPM detection, key detection, frequency analysis, and loudness metrics.
Next.js 15 App Router patterns - use for frontend pages, API routes, server components, client components, and middleware
Tutorial patterns for documentation - learning-oriented guides that teach through guided doing
Senior Quality Manager Responsible Person (QMR) for HealthTech and MedTech companies. Provides overall quality system responsibility, regulatory compliance oversight, management accountability,...
Set up Fireproof sync backend with Clerk authentication on exe.dev. Run this before /vibes:vibes to enable authenticated cloud sync. Deploys Token API and Cloud sync services to exe.dev VM.
Migration monitoring, CDC, and observability infrastructure
Migration monitoring, CDC, and observability infrastructure