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N coordinated agents on shared task list using Claude Code native teams

Foundation model for image segmentation with zero-shot transfer. Use when you need to segment any object in images using points, boxes, or masks as prompts, or…

Debug Streamlit frontend and backend changes using make debug with hot-reload. Use when testing code changes, investigating bugs, checking UI behavior, or…

Explicit Identity Across Boundaries

Implement robust batch processing systems with job queues, schedulers, background tasks, and distributed workers. Use when processing large datasets, scheduled tasks, async operations, or resource-intensive computations.

Vision-language pre-training framework bridging frozen image encoders and LLMs. Use when you need image captioning, visual question answering, image-text…

Database schema design, optimization, and migration patterns for PostgreSQL, MySQL, and NoSQL databases. Use for designing schemas, writing migrations, or…

Checks hardcoded secrets, SQL injection, XSS, insecure deps, input validation. Use when auditing security.

使用阿里云模型服务灵积平台（Model Studio）的 Qwen VL 模型（qwen3-vl-plus/qwen3-vl-flash 及其最新别名）理解图像。适用于构建图像问答、视觉…

创建全面的 API 参考文档，包含 OpenAPI/Swagger 规范、REST 端点、认证方式、示例代码和 SDK。适用于 REST API、GraphQL API、端点文档或 OpenAPI 规范的文档编写场景。

适用于 Android 应用测试、构建和自动化的生产级脚本。提供语义化 UI 导航、构建自动化、日志监控和模拟器…

Resize and validate App Store screenshots with current asc screenshot-size data and macOS sips. Use when preparing or fixing screenshots for App Store Connect…

Launch and configure EC2 instances with security groups, IAM roles, key pairs, AMIs, and auto-scaling. Use for virtual servers and managed infrastructure.

抗量子的、具备自学习能力的 AI 智能体版本控制，集成 ReasoningBank 智能与多智能体协调功能

Create Remotion videos using the Geist design system aesthetic. Use when asked to create videos, animations, or motion graphics that should follow Vercel's…

Semantic search, similar content discovery, and structured research using Exa API. Use when you need semantic/embeddings-based search, finding similar content,…

LLM Tuning Patterns

Observe Before Editing

Tailwind CSS patterns and conventions for frontend apps. Use when writing component styles, layouts, or working with CSS classes.

Parallel Agent Type Contracts