Discover Tools skills, compare source repositories and read the instructions for each workflow.
WHAT: Responsive layouts with useWindowDimensions, Dimensions.get, and DeviceDimensionsUtils. WHEN: adapting to screen sizes, device detection, calculating dynamic dimensions, handling fontScale. KEYWORDS: useW...
Django REST Framework patterns. Trigger: When implementing generic DRF APIs (ViewSets, serializers, routers, permissions, filtersets). For Prowler API specifics (RLS/JSON:API), also use prowler-api.
Testing patterns for Prowler API: JSON:API, Celery tasks, RLS isolation, RBAC. Trigger: When writing tests for api/ (JSON:API requests/assertions, cross-tenant isolation, RBAC, Celery tasks, viewsets/serializer...
Schema validation patterns for Zod and class-validator in NestJS. Detect which library the project uses and follow its patterns. Use for DTO validation, request/response validation, custom validators, and TypeS...
基于 gin-gonic/gin 的企业级 Web 框架增强版，提供开箱即用的 JWT 认证、SSE 实时通信、缓存管理、OpenAPI 文档生成等企业级功能。涵盖选项式路由配置、统一响应格式、中间件管理、安全加固、性能优化等完整开发能力。
Expert knowledge of NestJS modular architecture, feature modules, guards, decorators, and WebSocket implementation.
Generate custom NestJS parameter decorators (user, tenant, actor) and metadata decorators (roles, permissions, public). Use when extracting request context or reducing controller boilerplate.
WHAT: TypeScript type patterns and Zod schema-first validation. WHEN: defining types, validating API data, creating type guards, using generics. KEYWORDS: typescript, types, interface, zod, schema, validation,...
Generate REST controller with full OpenAPI documentation, authentication decorators, and auto-translated error responses. Use when creating HTTP endpoints or exposing CRUD via REST API.
Build high-performance async APIs with FastAPI, SQLAlchemy 2.0, and Pydantic V2. Master microservices, WebSockets, and modern Python async patterns. Use PROACTIVELY for FastAPI development, async optimization,...
Generate Zod validation schemas for reusable API contracts shared between backend and frontend. Use when creating type-safe schemas or sharing validation between projects.
Reviews code for OpenAPI documentation completeness, ensuring all API endpoints have proper tags, summaries, descriptions, response codes, and DTO schemas
Generate DTOs with class-validator decorators, transformation logic, partial update DTOs, and response DTOs that exclude sensitive fields. Use when creating request/response DTOs or adding validation.
Reorder Foodora orders + track ETA/status with ordercli. Never confirm without explicit user approval. Triggers: order food, reorder, track ETA.
Foodora-only CLI for checking past orders and active order status (Deliveroo WIP).
Implement token-level rewards in TRL's GRPOTrainer. Use when modifying reward computation or debugging reward tensor shapes.
🚧 STUB - Sensorless FOC observer implementations and estimation algorithms
🚧 STUB - Common motor control algorithm implementations and patterns
Performance optimization techniques for R3F and Three.js
Signed Distance Functions for shader-based 3D primitives
GLSL shader creation process and patterns for R3F
Track decisions (AGD) with validation and indexing. Use when making design decisions, recording important choices, discussing trade-offs, or when user mentions AGD or decision record.
Analyze images/audio/video with Gemini API (better vision than Claude). Generate images (Imagen 4), videos (Veo 3). Use for vision analysis, transcription, OCR, design extraction, multimodal AI.
Token optimization and context window management strategies. Load for long sessions, complex tasks, or when approaching context limits.
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