Claude Skills by majiayu000

Integrate real-world street networks into VRP problems using OpenStreetMap data. Use when loading real map data, creating instances from actual locations, computing network-based distances, or building tutorials with real-world scenarios. Guides through installation, loading areas, extracting nodes, computing distance matrices, and creating PDPTW instances from map data.

Mount routes in app.ts with dependency injection. Use after creating routes to wire them into the application. Triggers on "mount routes", "add to app", "wire routes", "integrate routes".

Connect WhatsApp to your product with Kapso: onboard customers with setup links, detect connections, receive events via webhooks, and send messages/templates/media. Also manage WhatsApp Flows (create/update/publish, data endpoints, encryption). Use when integrating WhatsApp end-to-end.

Integrate changes and verify system-wide compatibility

Unified Plurigrid ASI skill combining ACSets, Gay-MCP colors, bisimulation games, world-hopping, glass-bead synthesis, and triad interleaving for autonomous skill dispersal.

Design, generate, and fully deploy a stylish, production-ready Retrieval-Augmented Generation (RAG) chatbot embedded directly into any website/project. Uses OpenAI ChatKit widget + Cohere embeddings + Qdrant Cloud + Neon Serverless Postgres + FastAPI backend. Supports selected-text questioning and full conversation history.

JD 기반 통합 지원서 HTML 작성이 필요할 때

Use when adding forms to static websites using Formspree - provides contact forms, newsletter signups, validation, and spam protection without backend code

Patterns for connecting payment providers (Stripe, etc.) with Appwrite. Use for handling secure transactions and updating booking status.

Storybook integration with spec.md. Auto-generates Stories from Component API. Triggers: storybook, stories, component api, props, argTypes, variants, csf3.

Complete workflow for integrating Stripe payments (subscriptions or one-time) with Convex + Next.js. Includes hosted checkout, webhooks, UI components, and testing. Use when adding payment functionality to a Convex + Next.js app.

Complete guide for integrating Stripe payments (subscriptions or one-time) with Convex + Next.js. Includes user interviews, API setup, webhook configuration, testing phases, and production deployment. Use this skill when Adding payment functionality to a Convex + Next.js app

Complete USGS gauge data integration workflow from spatial discovery to model validation. Handles gauge finding, data retrieval, matching to HEC-RAS features, boundary condition generation, initial conditions, real-time monitoring, and validation metrics (NSE, KGE). Use when working with USGS data, NWIS gauges, generating boundaries from observed flow, calibrating models, validating with observed data, or setting up operational forecasting.

Integrates multimedia content in WPF including MediaElement video/audio playback, Image control display, and SoundPlayerAction effects. Use when building media players, galleries, or multimedia UIs.

Integrate Zod v4 with React Hook Form, Next.js, Express, tRPC, and other frameworks for type-safe validation

Handles integrations with trigger behavior for dynamic agent delegation

Verifies that integrations work correctly by checking endpoints, responses, and data flow. Spawned by /gsd:complete-milestone orchestrator.

Guide for creating new OAuth-based integrations in the Orient codebase. Use when adding external service integrations (APIs like Linear, GitHub, Slack, Notion, etc.), implementing OAuth flows, or creating catalog-based integration manifests. Covers the full integration lifecycle from manifest definition to tool implementation.

Designs integration and E2E tests with mock boundaries and behavior verification rules. Use when writing E2E or integration tests.

Integration and E2E test design principles, ROI calculation, test skeleton specification, and review criteria. Use when designing integration tests, E2E tests, or reviewing test quality.

Generate new OAuth integration providers for Dafthunk with backend providers, type definitions, frontend configurations, and integration nodes

Integration templates for FastAPI endpoints, Next.js UI components, and Supabase schemas for ML model deployment. Use when deploying ML models, creating inference APIs, building ML prediction UIs, designing ML database schemas, integrating trained models with applications, or when user mentions FastAPI ML endpoints, prediction forms, model serving, ML API deployment, inference integration, or production ML deployment.

Shared patterns for Nango actions and syncs - working directory verification, inline schemas, parameter naming, type safety, and registration requirements. Private dependency skill.

Expertise in API design, database integration, and service connectivity. Activates when working with "API", "database", "webhook", "service", "integrate", "connect", or system architecture.

Эксперт по интеграционным спецификациям. Используй для документирования интеграций, webhooks, event schemas и data flows.

RAN system integration with microservices architecture, cognitive consciousness, and intelligent orchestration for seamless network integration. Use when integrating RAN systems, implementing microservices architecture, designing service orchestration, or enabling intelligent network integration.

Generates integration tests for system components and workflows

This skill should be used when creating new integration tests for Breenix kernel features. Use for writing shared QEMU tests with checkpoint signals, creating xtask test commands, adding test workflows, and following Breenix testing patterns.

Creates integration tests for API endpoints with database flows, including test harness setup, fixtures, setup/teardown, database seeding, and CI-friendly strategies. Use for "integration testing", "API tests", "database tests", or "test harness".

E2E 테스트, Flyway vs @Sql 분리, TestRestTemplate 필수. MockMvc 금지. /kb-integration 명령 시 자동 활성화.

Plan integration tests across modules or services. Use when a mid-level developer needs to verify system interactions.

This skill enables Claude to run and manage integration test suites. It automates environment setup, database seeding, service orchestration, and cleanup. Use this skill when the user asks to "run integration tests", "execute integration tests", or any command that implies running integration tests for a project, including specifying particular test suites or options like code coverage. It is triggered by phrases such as "/run-integration", "/rit", or requests mentioning "integration tests". ...

Generate comprehensive integration tests for component interactions,

Guide for writing integration tests with Vitest and Testing Library. Use when testing multi-component workflows, database interactions, React components with context providers, or full user flows. Covers the Testing Trophy philosophy (integration > unit), factory patterns for test data, MSW for network mocking, async testing patterns (waitFor, findBy), and custom render with providers. Use this for tests that cross multiple modules or layers of the application.

Designs comprehensive integration testing strategies including API testing, database testing, microservices testing, end-to-end testing, and test automation frameworks. Produces test plans, test cases, test data strategies, and CI/CD integration. Use when designing test strategies, writing integration tests, setting up test automation, testing APIs, testing microservices, or when users mention integration testing, API testing, E2E testing, test automation, or quality assurance.

Run and extend the end-to-end HTTP integration tests (SQLite in-memory) for mjr.wtf, covering auth, create/list/delete, redirects, and analytics. Use when changing handlers, middleware, or API contracts.

Design and implement integration tests that verify component interactions, API endpoints, database operations, and external service communication. Use for integration test, API test, end-to-end component testing, and service layer validation.

Test API routes by importing handlers directly with Bun's test runner. Fast, reliable tests without HTTP overhead.

Problem-solving strategies for integration theory in measure theory

Validates integration points and ensures components work together correctly. Activates via codeword [ACTIVATE:INTEGRATION_VALIDATOR_V1] injected by hooks when entering Phase 9 integration testing. Activation trigger: [ACTIVATE:INTEGRATION_VALIDATOR_V1]

规划集成窗口位置和验证策略。当需要在Phase之间或SubPlan之间安排集成窗口、定义集成验证策略、生成集成清单（API契约/数据流/E2E测试）时使用。主要用于L2/L3项目。

Cross-MCP workflows that coordinate multiple systems (Linear, GitHub, n8n, Slack) for end-to-end automation. Captures patterns that span tool boundaries.

Integrates Clix Mobile SDK into iOS, Android, Flutter, and React Native

Third-party WordPress plugin integration patterns. Use when adding new integrations, debugging compatibility with other plugins, or working with existing integrations.

Pre/post-operation validation to detect missing components and prevent future issues

Apply intellectual honesty principles when debugging errors, reporting project status, and providing time estimates. Use this skill when encountering compiler warnings, preparing progress reports, or negotiating project timelines with management.

Information gathering utilities (analytics, research, content analysis) (general)

Comprehensive systematic debugging agent for hunting down complex bugs, root causes, and error propagation across full stack (frontend, backend, APIs, databases). Use when diagnosing errors, troubleshooting issues, analyzing stack traces, investigating bugs, examining logs, debugging performance problems, or tracking down error causes. Also use when users mention debugging, errors, bugs, failures, crashes, exceptions, or unexpected behavior.

Context-aware task execution with Serena MCP backend. First time: Explores project, saves to Serena, runs spec if complex, executes waves. Returning: Loads from Serena (<1s), detects changes, executes with cached context. Intelligently decides when to research, when to spec, when to prime. One catch-all intelligent execution command. Use when: User wants task executed in any project (new or existing).

Analyzes user questions and automatically dispatches optimal agents/skills/plugins