Databases

Comprehensive NestJS framework skill for building scalable server-side applications. Use for TypeScript backend development with controllers, providers, modules, dependency injection, middleware, guards, interceptors, pipes, database integration (MikroORM + MongoDB), GraphQL, microservices, testing, and API documentation. Also triggers when working with NestJS TypeScript files (.ts), NestJS module files, nest-cli.json, or NestJS project structure. Example triggers: "Create NestJS controller", "Set up dependency injection", "Add middleware", "Create GraphQL resolver", "Build microservice", "Write NestJS test", "Set up database module"

Redis caching strategies for MCP servers - cache invalidation, TTL management, pub/sub patterns, and performance optimization

Controlled batch execution of implementation plans with review checkpoints between phases. Loads plan, critically reviews for issues, executes tasks in batches, then pauses for architect feedback before continuing. Use when you have a complete implementation plan from brainstorming/writing-plans and want structured execution with quality gates. Do NOT use for ad-hoc implementation, exploratory coding, or when you don't have a formal plan - just implement directly with code review at the end.

Implement authentication and authorization with Better Auth - a framework-agnostic TypeScript authentication framework. Features include email/password authentication with verification, OAuth providers (Google, GitHub, Discord, etc.), two-factor authentication (TOTP, SMS), passkeys/WebAuthn support, session management, role-based access control (RBAC), rate limiting, and database adapters. Use when adding authentication to applications, implementing OAuth flows, setting up 2FA/MFA, managing user sessions, configuring authorization rules, or building secure authentication systems for web applications.

Produces excellence-grade EU grant narratives, budget justifications, andscoring diagnostics that consistently reach ≥4.6/5 (13.8/15 Horizon scale).Integrates constitutional AI framing, Oracle-validated evidence, and EU costcompliance to feed Grant Application Assembler and client review workflows.

Self-feedback review loop to verify implementation matches specification. Use with --mode quick/standard/thorough to control review depth. Default is thorough (3 consecutive passes). (user)

Define and structure database models with clear naming conventions, timestamps, data integrity constraints, appropriate data types, and relationship definitions. Use this skill when creating or modifying database model files in directories like models/, entities/, schemas/, src/models/, app/models/, or any ORM model definition folders. Use this when defining model classes with ORMs like Sequelize, TypeORM, Prisma schema, Django ORM models, Rails ActiveRecord models, SQLAlchemy models, Mongoose schemas, or any database ORM framework, adding or modifying database constraints like NOT NULL, UNIQUE, CHECK constraints, or foreign key relationships to enforce data integrity at the database level, defining model relationships such as hasMany, belongsTo, hasOne, belongsToMany, ManyToMany, or OneToMany associations between entities to represent how data is connected, implementing validation rules at the model layer for data integrity including required fields, format validation, and custom business rule validation, ch

Expertise senior/lead React developer 20 tahun dengan TanStack ecosystem (Query, Router, Table, Form, Start). Gunakan skill ini ketika: (1) Membuat aplikasi React dengan TanStack libraries, (2) Review/refactor kode React untuk clean code, (3) Debugging React/TanStack issues, (4) Setup project structure yang maintainable, (5) Optimasi performa React apps, (6) Memilih library yang tepat untuk use case tertentu, (7) Mencegah common bugs dan memory leaks, (8) Implementasi best practices KISS dan less is more. Trigger keywords: React, TanStack, React Query, TanStack Router, TanStack Table, TanStack Form, TanStack Start, Vinxi, clean code, refactor, performance, debugging.

Prisma ORM best practices for Shopify apps including multi-tenant data isolation, query optimization, transaction patterns, and migration strategies. Auto-invoked when working with database operations.

PostgreSQL development for Python with full-text search (tsvector, tsquery, BM25 via pg_search), vector similarity (pgvector with HNSW/IVFFlat), JSONB and array indexing, and production deployment. Use when creating search features, storing AI embeddings, querying vector similarity, optimizing PostgreSQL indexes, or deploying to AWS RDS/Aurora, GCP Cloud SQL/AlloyDB, or Azure. Covers psycopg2, psycopg3, asyncpg, SQLAlchemy integration, Docker development setup, and index selection strategies. Triggers: "PostgreSQL search", "pgvector", "BM25 postgres", "JSONB index", "psycopg", "asyncpg", "PostgreSQL Docker", "AlloyDB vector". Does NOT cover: DBA administration (backup, replication, users), MySQL/MongoDB/Redis, schema design theory, stored procedures.

Project Support Officer - Interface to the organization's project management system. Manages project list (project-list.csv), activity logs (project-activity-logs.csv), and project artifacts in org/projects/. Use when agents need to: create new projects, query project status, get active/all projects, record activity, save/get project artifacts, update project details, or close projects. All operations require caller identification (agent name/role). Only project managers can close projects. The PSO answers project-related questions and updates projects via scripts but does not perform non-project work.

Systematic post-story retrospective process with automated metrics gathering, structured feedback collection, and Agent Package Manager handoff generation

Comprehensive guide for building production-ready React applications with Supabase, TypeScript, and TanStack Query. Use when implementing auth, data fetching, real-time features, or optimizing Supabase integration.

Sequelize migration patterns and best practices for PostgreSQL schema changes. Use when creating migrations, modifying tables, managing indexes, or handling data migrations safely.

Find the best backend architecture, database design, and API patterns using deep research. Use when user asks "best database for...", "optimize API", "backend architecture for...", or "scale this service".

Production-tested setup for AutoAnimate (@formkit/auto-animate) - a zero-config, drop-in animation librarythat automatically adds smooth transitions when DOM elements are added, removed, or moved. This skill shouldbe used when building UIs that need simple, automatic animations for lists, accordions, toasts, or form validationmessages without the complexity of full animation libraries.Use when: Adding smooth animations to dynamic lists, building filter/sort interfaces, creating accordion components,implementing toast notifications, animating form validation messages, needing simple transitions without animation code,working with Vite + React + Tailwind, deploying to Cloudflare Workers Static Assets, or encountering SSR errors withanimation libraries.Keywords: auto-animate, @formkit/auto-animate, formkit, zero-config animation, automatic animations, drop-in animation,list animations, accordion animation, toast animation, form validation animation, lightweight animation, 2kb animation,prefers-reduce

Supabase Row Level Security policies. Use when creating RLS policies, securing tables, or implementing multi-tenant data isolation.

Use this when writing or modifying code in FOSSAPP. Provides Next.js App Router patterns, server action organization, dual Supabase client rules, TypeScript conventions, validation patterns, error handling, and naming conventions.

Configure, implement, and manage Laravel application backups using spatie/laravel-backup. Create automated backup schedules, configure file and database backups, set up backup storage (S3, local), manage cleanup policies, send notifications (mail, slack), monitor backup health, and handle advanced scenarios like encrypted backups and isolated mode. Use when setting up backup solutions, troubleshooting backup issues, configuring notifications, or monitoring backup health in Laravel projects.

Complete Three.js building system with spatial indexing, structural physics, and multiplayer networking. Use for survival/crafting games, sandbox games, multiplayer construction, or any 3D building mechanics.