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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。

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

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

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

LLM Tuning Patterns

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…

Transforms vague prompts into optimized Claude Code prompts. Adds verification, specific context, constraints, and proper phasing. Invoke with /best-practices.

Connects Figma design components to code components using Code Connect mapping tools. Use when user says "code connect", "connect this component to code", "map…

查找适用于联盟营销的亚马逊商品，包含ASIN、价格和评分。当用户搜索亚马逊商品、联盟营销推荐或需要…时使用。

Translate Figma nodes into production-ready code with 1:1 visual fidelity using the Figma MCP workflow (design context, screenshots, assets, and…

高级会计、税务、财务报告及会计系统

Computational geometry with Shapely - create geometries, boolean operations, measurements, predicates

QLTY During Development

RSpec testing best practices for Ruby and Rails applications, covering test organization, data management, and isolation patterns.

Comprehensive toolkit for creating, analyzing, and visualizing complex networks and graphs in Python. Use when working with network/graph data structures,…

Deploy serverless functions on Google Cloud Platform with triggers, IAM roles, environment variables, and monitoring. Use for event-driven computing on GCP.

Generates professional animated CLI demos as GIFs using VHS terminal recordings. Handles tape file creation, self-bootstrapping demos with hidden setup, output…

Python development principles and decision-making. Framework selection, async patterns, type hints, project structure. Teaches thinking, not copying.

Build comprehensive ML pipelines, experiment tracking, and model registries with MLflow, Kubeflow, and modern MLOps tools.

Reduce LLM size and accelerate inference using pruning techniques like Wanda and SparseGPT. Use when compressing models without retraining, achieving 50%…