Mlops Workflows

Test if user signup is open and identify potential abuse vectors in the registration process.

Build Spring Boot 4.x applications following the best practices. Use this skill: * When developing Spring Boot applications using Spring MVC, Spring Data JPA, Spring Modulith, Spring Security * To create recommended Spring Boot package structure * To implement REST APIs, entities/repositories, service layer, modular monoliths * To use Thymeleaf view templates for building web applications * To write tests for REST APIs and Web applications * To write ArchUnit tests for testing architecture * To configure the recommended plugins and configurations to improve code quality, and testing while using Maven. * To use Spring Boot's Docker Compose support for local development * To create Taskfile for easier execution of common tasks while working with a Spring Boot application

Anti-detection browser automation using Camoufox (Firefox fork with C++ fingerprint spoofing). Use when standard browser tools get blocked by Cloudflare, Akamai, or bot detection. Triggers include "stealth browse", "anti-detection", "bypass bot", "camofox", "blocked by Cloudflare", scraping protected sites (X/Twitter, Amazon, Product Hunt), or when agent-browser/playwright fails with bot detection errors.

Scaffold the Antithesis harness with docker-compose: initialize the working directory, write Dockerfiles and docker-compose.yaml with build directives, and prepare to submit your first Antithesis test run. If the desired setup is Kubernetes, defer to the antithesis-setup-k8s skill.

Guides the agent through setting up in-app purchases in Capacitor apps. Covers App Store Connect and Google Play Console product configuration, plugin selection (Capawesome Purchases vs. RevenueCat), plugin installation and platform setup, purchase flows for subscriptions and consumables, receipt validation, restore purchases, handling unfinished transactions, and testing with sandbox and StoreKit environments. Do not use for non-Capacitor mobile frameworks, Stripe payment processing, or physical goods checkout.

Comprehensive exam preparation strategies and materials. Creates study schedules, review sheets, practice tests, and identifies weak areas. Use when preparing for exams, creating study plans, building review materials, or organizing exam preparation. Triggers - exam prep, test preparation, study schedule, review sheet, practice test, exam study plan.