Use for custom storefronts requiring direct GraphQL queries/mutations for data fetching and cart operations.
Upgrade Shopify API versions and migrate from REST to GraphQL with breaking change detection. Use when upgrading API versions, migrating from deprecated REST endpoints, or…
Choose when the user needs Shopify CLI to run or fix something now: validate app/extension config on disk (`shopify.app.toml`, `shopify.extension.toml`), run or troubleshoot store…
Automate Shorten Rest tasks via Rube MCP (Composio). Always search tools first for current schemas. — from engineering/backend
Implements real-time WebSocket communication and SignalR hub subscriptions. Use when: Adding real-time updates, broadcasting state changes, implementing client subscriptions, or…
Guide for using the Simba distributed mutex and leader-election library in JVM projects. Use when creating distributed locks, implementing leader-only work, configuring Simba…
Model Context Protocol (MCP) server implementation patterns with Spring AI. Use when building MCP servers to extend AI capabilities with custom tools, resources, and prompt…
Instruction set for enabling and operating the Spring Cache abstraction in Spring Boot when implementing application-level caching for performance-sensitive workloads.
Summarize the core capability in one sentence (start with a verb, e.g. "Complete task Y via platform X's OpenAPI").
Manus UI compatibility adapter for deploying skills through the gRPC-web API. Packages skills as zips, uploads/deletes/syncs per-project skill sets, and curates domain-relevant…
Multi-backend deep learning library for building, training, running inference, and saving neural network models in Python.
The GraphQL pipeline for SKMTC generators — authoring generators whose input schema is GraphQL SDL rather than OpenAPI.
Real-time Slack event listener via WebSocket. Use when the user wants to watch for Slack messages, monitor channels, listen for notifications, or stream Slack events in real-time.
Slash GraphQL integration. Manage data, records, and automate workflows. Use when the user wants to interact with Slash GraphQL data.
Enable live audience reactions and feedback during Slidev presentations with WebSocket-powered real-time updates
PostgreSQL's Simple LRU (SLRU) subsystem — `src/backend/access/transam/slru.c` — the fixed-file, fixed-page cache used by CLOG (`pg_xact/`), MultiXact (`pg_multixact/`), Subtrans…
Generate AI SDK tools from OpenAPI specs. Run `smithers openapi --help` for usage details.
PostgreSQL's MVCC snapshot infrastructure — `src/backend/utils/time/snapmgr.c` — `GetTransactionSnapshot` / `GetLatestSnapshot` / `PushActiveSnapshot` / `RegisterSnapshot` and the…
Use when designing, implementing, or reviewing Salesforce SOAP API integrations — covering enterprise vs partner WSDL selection, login() and session management, core operations…
Manages OAuth social authentication with Laravel Socialite. Activate when adding social login providers; configuring OAuth redirect/callback flows; retrieving authenticated user…
Generate WebSocket handlers with Socket.io. Use when building real-time features. — from dvcrn/openclaw-skills-marketplace
SOLID principles for Laravel 12 and PHP 8.5. Files < 100 lines, interfaces separated, PHPDoc mandatory. Auto-detects Laravel and FuseCore architecture.
Sonic is a fast, lightweight, and schema-less search backend written in Rust. It serves as a drop-in alternative to Elasticsearch that runs on just a few megabytes of RAM, making…
Use BEFORE planning/coding against a DB schema, API/GraphQL shape, DTO/Model/Entity, or vendor package — read the real source, emit an Evidence Report, stop inventing fields.
Look up South Korea companies for free via the official DART OpenAPI (opendart.fss.or.kr, Financial Supervisory Service) - company overview (CEO, corporate/business registration…
Use when writing, editing, reviewing, or formatting Laravel, PHP, Blade, routes, migrations, validation, or tests using Spatie conventions.
Use when the user says 'build me an app', 'create a project from this spec', 'scaffold a new repo', 'generate a starter', 'turn this idea into code', 'bootstrap a project', 'I…
Realtime & Event Systems Engineer - WebSocket channels, Server-Sent Events, Message Queues, and Transactional Outbox workers.
Use when when you have thousands to millions of high-resolution tandem MS/MS spectra (in mzML, mzXML, or MGF format) that need to be clustered or compared, and exhaustive pairwise…
Build a new production-ready service from scratch — config management, health checks, graceful shutdown, structured logging.
Build Spring AI application features with ChatClient, prompt templates, structured output, tool calling, advisors, chat memory, embeddings, vector stores, RAG, and MCP…
Provides comprehensive guidance for Spring AI Alibaba including Alibaba Cloud AI services integration, model APIs, and AI application development.
Use when integrating LLMs, chat clients, embeddings, RAG pipelines, or AI agents into Spring Boot. Covers Spring AI ChatClient, prompt templates, embeddings, vector stores, and…
Provides Spring Boot MCP server patterns that create Model Context Protocol servers with Spring AI by defining tool handlers, exposing resources, configuring prompt templ — from…
Provides Spring Boot MCP server patterns that create Model Context Protocol servers with Spring AI by defining tool handlers, exposing resources, configuring prompt templ — from…
Spring Authorization Server for building OAuth 2.1 and OpenID Connect providers.
Use when building batch jobs, ETL pipelines, scheduled imports/exports, or any chunk-oriented bulk processing with Spring Batch.
Expert guidance for Spring Boot application development with best practices for RESTful APIs, testing, security, and deployment
Provides patterns to configure Spring Boot Actuator for production-grade monitoring, health probes, secured management endpoints, and Micrometer metrics across JVM services.
Provides patterns for implementing Spring Boot caching: configures Redis/Caffeine/EhCache providers with TTL and eviction policies, applies @Cacheable/@CacheEvict/@CachePut…
트리거: "spring boot 코드 생성", "entity 만들어줘", "controller 생성", "jpa 레이어 생성", "spring 계층 구조 만들어줘" 수행: Java Spring Boot 프로젝트의 Entity·Repository·Service·Controller 계층을 일괄 생성한다.
Spring Boot 4.0 + Java 25 development - auto-configuration, starters, Actuator, profiles, externalized config, security, and production patterns.
Provides and generates complete CRUD workflows for Spring Boot 3 services. Creates feature-focused architecture with Spring Data JPA aggregates, repositories, DTOs, controllers,…
Spring Boot 4 data layer implementation for Domain-Driven Design. Use when implementing JPA or JDBC aggregates, Spring Data repositories, transactional services, projections, or…
Provides dependency injection patterns for Spring Boot projects, including constructor-first design, optional collaborator handling, bean selection, and wiring validation.
Standards for GraalVM Native Images, Docker, and Graceful Shutdown. Use when deploying Spring Boot apps as GraalVM native images, containers, or configuring shutdown.
Keep Spring Boot apps explicit with constructor injection, typed configuration, test slices, and restrained magic.
Generates Spring Boot 3.x configurations, creates REST controllers, implements Spring Security 6 authentication flows, sets up Spring Data JPA repositories, and configure — from…
Expert in Spring Boot 3+, Microservices, and Cloud-Native Java. Specializes in Virtual Threads, Spring Cloud, and Reactive Stack.
Provides Event-Driven Architecture (EDA) patterns for Spring Boot — creates domain events, configures ApplicationEvent and @TransactionalEventListener, sets up Kafka producers and…
Spring Boot 프로젝트 초기 생성 스킬. start.spring.io API를 사용하여 프로젝트를 생성합니다. 사용 시점: (1) 새 Spring Boot 프로젝트 생성, (2) 스프링 부트 프로젝트 만들어줘, (3) Spring Boot로 API 서버 만들어줘, (4) 웹 애플리케이션 시작하고 싶어, (5)…
Migrates Spring Boot 2.x to 3.x: Java 17/21, parent BOM, javax.* to jakarta.* (not JDK javax.crypto/sql), JAXB cleanup, jjwt 0.12, OpenRewrite.
Spring Modulith 2.0 implementation for bounded contexts in Spring Boot 4. Use when structuring application modules, implementing @ApplicationModuleListener for event-driven…
Spring Boot 4 observability with Actuator, Micrometer, and OpenTelemetry. Use when configuring health indicators, health checks, custom metrics, distributed tracing, production…
Provides patterns to generate comprehensive REST API documentation using SpringDoc OpenAPI 3.0 and Swagger UI in Spring Boot 3.x applications.
Use when tuning or hardening a Spring Boot service for latency, throughput, and resilience after backend architecture has defined per-path SLOs, dependency criticality, and…
Creates and scaffolds a new Spring Boot project (3.x or 4.x) by downloading from Spring Initializr, generating package structure (DDD or Layered architecture), configuring JPA,…
Guide for creating proper Spring Boot project structure following domain-driven design. Use this when creating new features, modules, or refactoring existing code.
Provides fault tolerance patterns for Spring Boot 3.x using Resilience4j. Use when implementing circuit breakers, handling service failures, adding retry logic with exponential…
Provides REST API design standards and best practices for Spring Boot projects. Use when creating or reviewing REST endpoints, DTOs, error handling, pagination, security headers,…