全部能力

Guides Qdrant deployment selection. Use when someone asks 'how to deploy Qdrant', 'Docker vs Cloud', 'local mode', 'embedded Qdrant', 'Qdrant EDGE', 'which…

Search Tool Hierarchy

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

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.

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

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

Investigate and resolve Cloudflare configuration issues using API-driven evidence gathering. Use when troubleshooting ERR_TOO_MANY_REDIRECTS, SSL errors, DNS…

Automate deployments across environments using Helm, Terraform, and ArgoCD. Implement blue-green deployments, canary releases, and rollback strategies.

Observe Before Editing

Optimizes LLM inference with NVIDIA TensorRT for maximum throughput and lowest latency. Use for production deployment on NVIDIA GPUs (A100/H100), when you need…

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

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。

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

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…

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…

Redesign mobile app UI to feel unmistakably iOS-native with modern Apple-like glass materials (translucency, blur, depth). Use this skill when designing…

Parallel Agent Type Contracts

LLM Tuning Patterns