Databases

Fetch unresolved PR review comments and feedback on the current branch. Use when you need to address outstanding PR review items or see what feedback needs to be resolved. Optionally filter by a specific reviewer.

Execute end-to-end tests for Nikita using Telegram MCP, Gmail MCP, Supabase MCP, Chrome DevTools MCP, and gcloud CLI. Use when verifying implementations, testing user journeys, validating integrations, performing regression testing, or after completing any feature implementation. MANDATORY after /implement completes.

Deploy and manage cloud infrastructure on Cloudflare (Workers, R2, D1, KV, Pages, Durable Objects, Browser Rendering), Docker containers, and Google Cloud Platform (Compute Engine, GKE, Cloud Run, App Engine, Cloud Storage). Use when deploying serverless functions to the edge, configuring edge computing solutions, managing Docker containers and images, setting up CI/CD pipelines, optimizing cloud infrastructure costs, implementing global caching strategies, working with cloud databases, or building cloud-native applications.

Model quantization for efficient inference and training. Covers precision types (FP32, FP16, BF16, INT8, INT4), BitsAndBytes configuration, memory estimation, and performance tradeoffs.

Drizzle ORM schema patterns for Otaku Odyssey. Use when creating or modifying database schemas, migrations, or relations.

Build robust backend systems with modern technologies (Node.js, Python, Go, Rust), frameworks (NestJS, FastAPI, Django), databases (PostgreSQL, MongoDB, Redis), APIs (REST, GraphQL, gRPC), authentication (OAuth 2.1, JWT), testing strategies, security best practices (OWASP Top 10), performance optimization, scalability patterns (microservices, caching, sharding), DevOps practices (Docker, Kubernetes, CI/CD), and monitoring. Use when designing APIs, implementing authentication, optimizing database queries, setting up CI/CD pipelines, handling security vulnerabilities, building microservices, or developing production-ready backend systems.

Comprehensive guide for using BigQuery CLI (bq) to query and inspect tables in Monzo's BigQuery projects, with emphasis on data sensitivity and INFORMATION_SCHEMA queries.

Bootstraps complete backend with Apso, including API setup, database configuration, and testing. Triggers when user needs to create backend, setup API, or initialize server.

Reference and maintain the project's technology stack including frameworks, languages, databases, testing tools, and third-party services to ensure consistency across the codebase. Use this skill when making technology decisions, adding new dependencies, choosing appropriate tools or libraries, configuring build systems, setting up testing frameworks, or documenting the tech stack. Apply this skill when selecting which framework, library, or tool to use for a given task, when ensuring code follows the conventions of the chosen stack (React patterns, Python idioms, Rails conventions), when integrating third-party services, or when documenting technology choices in README or architecture documentation. This skill ensures all team members use consistent technologies, new additions align with existing stack decisions, technology choices are documented with rationale, and the project maintains coherent patterns rather than mixing conflicting approaches or frameworks.

Gerador e executor de quiz sobre conhecimento RAG. Comandos: '/gerar-quiz-rag gerar' para gerar perguntas do banco RAG e salvar em JSON, '/gerar-quiz-rag iniciar' para executar quiz de 10 perguntas, '/gerar-quiz-rag status' para ver progresso. Claude consulta o banco SQLite RAG e gera perguntas diretamente.

Process construction estimate documents (Excel/CSV/PDF) from Supabase and convert them to EstimationElement format. Use when users need to ingest construction estimates, DQE (Descriptive Quantitative Estimate), or devis files.

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

Expert at handling Supabase database migrations, creating RPC functions, managing RLS policies, and updating database schemas. Use when working with migrations, database schema changes, SQL functions, or Row Level Security policies.

EditorConfig file validation and template for enforcing consistent coding styles across editors and IDEs in monorepos. Includes 4 required standards (root declaration, universal settings with UTF-8/LF/2-space defaults, language-specific sections for JS/TS/JSON/YAML/Markdown/Python/Shell/SQL/Docker/Prisma, root-only placement in monorepos). Use when creating or auditing .editorconfig files to ensure consistent code formatting.

Enterprise Firebase Platform with AI-powered Google Cloud integration, Context7 integration, and intelligent Firebase orchestration for scalable mobile and web applications

Enterprise template management with code boilerplates, feedback templates, and project optimization workflows

Query Gemini with Google Search grounding

Guide for implementing MongoDB - a document database platform with CRUD operations, aggregation pipelines, indexing, replication, sharding, search capabilities, and comprehensive security. Use when working with MongoDB databases, designing schemas, writing queries, optimizing performance, configuring deployments (Atlas/self-managed/Kubernetes), implementing security, or integrating with applications through 15+ official drivers. (project)

This skill should be used when the user asks to "query WRDS", "access Compustat", "get CRSP data", "pull Form 4 insider data", "query ISS compensation", "download SEC EDGAR filings", "get ExecuComp data", "access Capital IQ", or needs WRDS PostgreSQL query patterns.

Manages global state with Redux Toolkit's createSlice, createAsyncThunk, and RTK Query for data fetching and caching. Use when building large-scale applications, implementing predictable state management, or when user mentions Redux, RTK, or Redux Toolkit.