Use after QA strategy and test-case synthesis to build the requirements-to-test traceability matrix, identify missing coverage and test blockers, and score readiness for QA…
AI SDLC repository spec-driven development workflow. Use when an AI assistant receives a medium or large feature, refactor, API change, architecture change, provider integration…
Use when QA scope and strategy are defined and you need to generate detailed, executable test cases plus smoke, regression, and user acceptance suites tied to requirements, roles,…
AI SDLC test-case-driven testing workflow. Use when an AI assistant is asked to derive test cases, create a test plan, expand coverage, or write tests from explicit scenarios…
Use when requirements are testable enough and you need to define QA scope, coverage priorities, test strategy, suite intent, test data needs, environment dependencies, and…
Use this when: design an AI system, RAG vs fine-tuning, my agent keeps looping, architect a multi-agent system, which LLM should I use, context window keeps overflowing, add…
Systematic patterns for prompting AI coding agents to generate high-quality tests including prompt engineering for test creation, coverage-driven generation, mutation-aware…
AI-powered test orchestration skill covering intelligent test selection, risk-based test prioritization, flaky test management, test impact analysis, parallel execution…
AI SDK v5 tool creation patterns for this project. Factory functions, Zod schemas, budget tracking, rate limiting, caching, timeout handling.
Reference for all AI tools available in DBX Studio's AI chat system. Use when adding, modifying, or debugging AI tool definitions, tool execution, or provider integration — from…
Reference for all AI tools available in DBX Studio's AI chat system. Use when adding, modifying, or debugging AI tool definitions, tool execution, or provider integration — from…
Design explainability interfaces that help users understand AI decisions, build calibrated trust, and verify AI outputs.
Choose multi-agent architectures using environment-first analysis, coordination pressure, commitment tuning, and knowledge levels.
Turn an OpenClaw agent into an autonomous AI Chief that runs a business. Provides trust-based autonomy, structured knowledge management (bank/), worker delegation patterns, and…
Break down PM story into organized tasks in a single file following LAYERED ARCHITECTURE order: Types → Database → Repository → Service → API → Tests.
Request structured code review to catch correctness, security, performance, and readability issues. Reviews should happen early and often.
Break down PM story into organized tasks in a single file following UI DEVELOPMENT order: Setup → Static UI → Dynamic Logic → Interactions → Testing.
Define clear, testable acceptance criteria using Given/When/Then (Gherkin) format that can be directly used for testing.
Guides when to use subagents (explore, generalPurpose, shell) vs direct execution in the aid-registry Laravel project.
Aidbox FHIR platform by Health Samurai. Use when user works with Aidbox — FHIR REST API, CRUD operations, search, transactions, bundles, access policies, subscriptions, custom…
Delegate a coding task to Aider (`aider`) as a background implementer, then review its diff and land it yourself.
AI-DLC units-generation skill. Decomposes the system into manageable units of work — logical groupings of components and stories for development purposes.
特看 Tabcut 平替｜商品音乐卡点与节奏版成片。适用于特看卡点、Tabcut音乐视频、商品节奏混剪。读取用户授权资料，交付beat-cuts.csv、edit-plan.json、render-status.md及验收记录。含 AI-HIVE 登录、MCP 连接与能力检查；非第三方官方插件，缺媒体工具时明确交方案而非成片。极睿科技…
Manage local AIMA deployments and device state through the built-in AIMA MCP server.
AIN SOPH: The Limitless Brain. Master cognitive architecture unifying ain_brain (Penrose tiling engine), all reasoning skills (105+), gremlin ecosystem, Nexus graph, and theory…
Knowledge about AIND data infrastructure including MongoDB/DocumentDB access patterns, S3 asset storage, collection schemas, and query patterns.
Async HTTP server and client for Python with WebSocket support, middleware, streaming, and server-sent events
Deterministic architecture-health governance for repositories. Use when a project needs complexity, duplication, dependency, test, coverage, mutation, QA, performance, database,…
Receive and verify AiPrise webhooks (callbacks). Use when setting up AiPrise identity/KYC/KYB callback handlers, debugging X-HMAC-SIGNATURE verification, or handling verification…
Drive the `airbyte-agent` CLI to manage Airbyte connectors, workspaces, and organizations. Run list/get/search/create/update actions against connector data (HubSpot, Salesforce,…
Airbyte is the leading open-source data integration platform providing 600+ pre-built connectors for ELT pipelines from APIs, databases, and files to data warehouses, lakes, and…
Receive and verify Aircall webhooks. Use when setting up Aircall webhook handlers, debugging Aircall webhook token verification, or handling Aircall cloud phone events like…
Mandant will Flugzeug im Ausland arrestieren oder ausländischer Gläubiger arrestiert in Deutschland. Prüft Cape Town Convention Art.
Guidelines for writing AI-friendly code. Detects semantic duplicates, context fragmentation, naming inconsistencies.
Python DAG workflow orchestration using Apache Airflow for data pipelines, ETL processes, and scheduled task automation
Build production Apache Airflow DAGs with best practices for operators, sensors, testing, and deployment.
Build production Apache Airflow DAGs with best practices for operators, sensors, testing, and deployment.
Build production Apache Airflow DAGs with best practices for operators, sensors, testing, and deployment.
Build production Apache Airflow DAGs with best practices for operators, sensors, testing, and deployment.
Prepare, validate, build, and use Nemotron Customizer airgap image bundles for offline clusters. Use when planning airgapped deployments, editing…
Debug and implement Airtable synchronization logic including duplicate prevention, cache management, change detection, and RLS considerations; use when debugging sync failures,…
Receive and verify Airwallex webhooks. Use when setting up Airwallex webhook handlers, debugging x-signature / x-timestamp signature verification, or handling payment events like…
Parser AIS PHP-Python bridge usando pyais. Use quando trabalhar com decodificação de mensagens NMEA/AIS, comunicação entre PHP e Python, ou modificar o parser.
Sincroniza el estado de las specs y planes de Modo Cambio con tickets de Azure DevOps, Jira o GitHub Issues.
Consult prior AI war-stories before answering coding, deploy, debugging, refactoring, code-review, or framework-decision tasks.
Complete architecture and production integration guide for Aivo SDK in Kotlin Multiplatform (KMP) and Compose Multiplatform (CMP) projects.
Comprehensive backend development guide for Node.js/Express/TypeScript microservices. Use when creating routes, controllers, services, repositories, middleware, or workin — from…
Display workspace status dashboard showing installed frameworks, deployments, artifact counts, and health indicators
Ajoute ou expose une page publique dans anssi-portail et câble les couches nécessaires : page Jekyll, route Express et, selon le besoin, composant Svelte, entry point Vite client…
draw.io Desktop CLI로 AWS VPC 기초 다이어그램을 `.drawio` XML로 만들고 PNG/SVG/PDF로 export한다. draw server나 MCP server를 사용하지 않고, macOS의 draw.io Desktop CLI와 AWS icon pack(mxgraph.aws4)을 사용한다.
The AI native file format. EXIF for AI — stamps every file with trust scores, source provenance, and compliance metadata. Embeds into 20+ formats (DOCX, PDF, images, code).
Configure Akka.NET with .NET Aspire for local development and production deployments. Covers actor system setup, clustering, persistence, Akka.Management integration, and — from…
Patterns for building entity actors with Akka.Hosting - GenericChildPerEntityParent, message extractors, cluster sharding abstraction, akka-reminders, and ITimeProvider — from…
Akka.Management for cluster bootstrapping, service discovery (Kubernetes, Azure, Config), health checks, and dynamic cluster formation without static seed nodes.
Write unit and integration tests for Akka.NET actors using modern Akka.Hosting.TestKit patterns. Covers dependency injection, TestProbes, persistence testing, and actor…
Azure Kubernetes Service Automatic mode GA 2025 features including Karpenter, auto-scaling, and zero operational overhead — from Azure/AKS
Azure Kubernetes Service Automatic mode GA 2025 features including Karpenter, auto-scaling, and zero operational overhead — from majiayu000/claude-skill-registry
Deploying and debugging Toygres on AKS (Azure Kubernetes Service). Use when deploying, debugging pods, viewing logs, troubleshooting SSL, or managing Kubernetes resources.
Diagnose and fix Kubernetes deployment failures, especially ImagePullBackOff, CrashLoopBackOff, and architecture mismatches.
Postup pro změnu pravidelné otevírací doby na webu RychloVláďa, včetně úpravy HTML textu, Schema.org microdat a publikace oznámení.