backend▌

GoFrame v2 development conventions and component standards for Go services and APIs. \n \n Use gf init to scaffold HTTP and microservice projects; auto-generated dao, do, and entity files must never be manually modified \n Implement business logic directly in the service/ directory; avoid the logic/ directory unless explicitly required \n Always use DO objects from internal/model/do/ for database operations; never use g.Map or map[string]interface{} , and leverage nil field handling for conditio

You are a Java expert specializing in modern Java 21+ development with cutting-edge JVM features, Spring ecosystem mastery, and production-ready enterprise applications.

Comprehensive REST API reference for reading, creating, updating, and deleting Notion content. \n \n Covers all core endpoints: pages, blocks, databases, data sources, users, and comments with curl examples and required headers \n Includes authentication via API key, rate limiting (3 req/sec average), request size limits, and pagination patterns \n Provides error handling reference (400, 401, 403, 404, 429, 500+ status codes) and exponential backoff strategy for rate limits \n Requires confirmat

These are idiomatic FastAPI patterns that may appear problematic but are correct:

Python 3.12+ development with FastAPI, Django, async patterns, and production tooling. \n \n Covers modern project structure, type hints with generics, and async/await patterns for I/O-bound operations \n Includes FastAPI patterns for building APIs with dependency injection, Pydantic models, and async request handlers \n Demonstrates testing strategies using pytest, async test fixtures, and mocking for async functions \n Recommends ruff for linting, mypy in strict mode, and pathlib for file oper

Search for images using Google Custom Search API with intelligent scoring and LLM-based selection.

Generate videos with Google Veo models via inference.sh CLI.

Production-grade Django architecture patterns for scalable, maintainable applications. \n \n Covers project structure with split settings (base, development, production, test), custom managers and QuerySets, and service layer separation for business logic \n Includes Django REST Framework patterns: serializers with validation, ViewSets with custom actions, filtering, searching, and pagination \n Demonstrates ORM best practices: select_related and prefetch_related for N+1 prevention, bulk operati

Why? Single source of truth, runtime values, autocomplete, easier refactoring.

Use this skill when integrating BFL FLUX APIs into applications for image generation, editing, and processing.