ORM

Add Sentry v8 error tracking and performance monitoring to your project services. Use this skill when adding error handling, creating new controllers, instrumenting cron jobs, or tracking database performance. ALL ERRORS MUST BE CAPTURED TO SENTRY - no exceptions.

Use this skill when working with the SurrealDartB package in Dart/Flutter projects. This includes creating embedded SurrealDB databases, performing CRUD operations, managing schemas with code generation, working with vector embeddings for AI/ML applications, building type-safe queries with ORM features, and handling migrations. Invoke when user mentions SurrealDB, embedded databases, vector search, semantic similarity, or asks to implement database features in Dart/Flutter.

Use this agent when you need to design, implement, or optimize FastAPI backend applications. This includes API endpoint creation, database integration, authentication/authorization implementation, cloud deployment strategies, business logic architecture, performance optimization, and following FastAPI best practices.

Specialized database operations for Chuukese language data including dictionary management, phrase collections, translation pairs, and linguistic metadata. Use when working with Chuukese language databases, managing translation data, or performing database operations on linguistic datasets.

Add Sentry v8 error tracking and performance monitoring to your project services. Use this skill when adding error handling, creating new controllers, instrumenting cron jobs, or tracking database performance. ALL ERRORS MUST BE CAPTURED TO SENTRY - no exceptions.

MagentaA11y accessibility acceptance criteria reference. Use this skill when users ask for accessibility criteria, acceptance criteria (AC), Gherkin tests, developer notes, or how to test components for accessibility. Supports both Web and Native (iOS/Android) platforms. Triggers on requests like "give me the Button AC", "how to test a checkbox", "accessibility criteria for modal", "native button Gherkin", "web link developer notes", or any MagentaA11y component query.

Generate code templates for common patterns: REST API endpoints, React components, database models, authentication, error handling. Use when implementing new features or creating boilerplate code.This skill provides production-ready code templates:- REST API endpoints (Express, FastAPI)- React/Vue components with best practices- Database models (Sequelize, TypeORM, Mongoose)- Authentication middleware (JWT, OAuth)- Error handling patternsTriggers: "create API", "new component", "implement auth", "add model", "generate code", "コードテンプレート", "API作成", "コンポーネント作成"

Comprehensive backend development guide for Python/FastAPI/SQLAlchemy applications. Use when creating routes, services, models, schemas, database operations, or working with FastAPI endpoints, SQLAlchemy/Alembic migrations, Pydantic validation, error handling, dependency injection, or async patterns. Covers layered architecture (routes → services → repositories → models), separation of concerns, error handling, performance, testing strategies, and best practices.

Use when receiving code review feedback, before implementing suggestions, especially if feedback seems unclear or technically questionable - requires technical rigor and verification, not performative agreement or blind implementation

Generate realistic fake data from JSON schemas, producing 1-50 valid records that conform exactly to the schema. Use when creating sample datasets from schema definitions, populating test databases, or generating example API responses. Returns only valid JSON that passes schema validation.

Analyses and optimises performance across frontend, backend and database interactions. Identifies bottlenecks and implements solutions to enhance speed and efficiency.

Run Kyverno policy validation locally with policy-platform containers. Zero local setup, same tools as CI, instant feedback before committing code changes.

This skill should be used when the user needs to query COSMIC Cancer Gene Census to check if genes are known cancer genes. Triggers include requests to annotate genes with cancer information, check if variants are in cancer genes, or retrieve cancer gene properties from COSMIC database.

Define and structure database models with proper data integrity, relationships, and validation. When creating or modifying database model files (models/*, *.model.ts, schema.ts, schema.prisma, drizzle.config.ts). When working on ORM schemas, database table definitions, or data structure specifications. When defining model relationships, constraints, foreign keys, indexes, or validation rules. When implementing timestamps, data types, or cascade behaviors for database entities.

SEMPRE use quando trabalhar com Next.js 15/React 19 + shadcn/ui + Tailwind. Arquiteta apps server-first/feature-first com decisões de estado, cache, forms, segurança e performance.

Complete workflow for implementing data services and database architecture after the Implementer Agent has completed use cases. Provides rigorous step-by-step processes for making data service tests pass through pure database implementations, RLS policy optimization, and schema design. Use when implementing data layer, configuring Row Level Security, designing database schemas, or optimizing query performance. Mandatory Context7 consultation for latest Supabase best practices.

Securely retrieve secrets from 1Password using the 'op' CLI tool without displaying sensitive information. Use when working with API keys, tokens, passwords, SSH keys, database credentials, or any secrets stored in 1Password. All secret values are stored only in environment variables and NEVER displayed in output or context.

Capture task outcomes, score performance, and derive rules as token priors for continual learning without model weight changes. Use for post-task feedback, experience capture, pattern extraction, and learning from mistakes. Achieves continual learning for $18 per 100 samples vs $10k fine-tune cost. Triggers on "learn from experience", "capture patterns", "post-task analysis", "continual learning", "experience extraction".

Astro + React islands with TanStack (Query, Form, Table) and Tailwind CSS. Use for frontend UI development, components, data fetching, forms, and styling.

Configure KPI number displays in drizzle-cube dashboards for showing single metric values with formatting. Use when displaying KPIs, single numbers, metrics, totals, or key performance indicators.