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Entity Framework Core best practices including NoTracking by default, query splitting for navigation collections, migration management, dedicated migration…

Brainstorm feature ideas for a new product in initial discovery from PM, Designer, and Engineer perspectives. Use when starting product discovery for a new…

MUST activate when the project contains a uiBundles/*/src/ directory and the task involves uploading, attaching, or dropping files. Use this skill when adding…

Diagnose SaaS business health across growth, retention, efficiency, and capital. Use when preparing a business review or prioritizing urgent fixes.

MUST activate when the project contains a uiBundles/*/src/ directory and the task involves adding or modifying a chat widget, chatbot, or conversational AI.…

Official integration patterns for Mapbox GL JS across popular web frameworks (React, Vue, Svelte, Angular). Covers setup, lifecycle management, token handling,…

Remove AI-generated code slop from the current branch. Use after writing code to clean up unnecessary comments, defensive checks, and inconsistent style.

Evaluate SaaS unit economics and capital efficiency. Use when deciding whether the business can scale efficiently or needs correction.

Expert backend architect specializing in scalable API design, microservices architecture, and distributed systems.

Choosing the right concurrency abstraction in .NET - from async/await for I/O to Channels for producer/consumer to Akka.NET for stateful entity management.…

Review PyTorch pull requests for code quality, test coverage, security, and backward compatibility. Use when reviewing PRs, when asked to review code changes,…

用于：(1) Blave 市场 Alpha 数据 — 筹码集中度 Holder Concentration, 多空力道 Taker Intensity, 巨鲸警报 Whale Hunter, 挤压动能 Squeeze Momentum, 市场方向 Market Direction, 资金稀缺…

Provides and generates complete CRUD workflows for Spring Boot 3 services. Creates feature-focused architecture with Spring Data JPA aggregates, repositories,…

Use when adding new error messages to React, or seeing "unknown error code" warnings.

将会议转录文本总结为结构化笔记，包含日期、参与者、主题、关键决策、摘要要点和行动事项。用于处理…

Modern React UI patterns for loading states, error handling, and data fetching. Use when building UI components, handling async data, or managing UI states.

How to create, structure, and publish self-contained Convex components with proper isolation, exports, and dependency management

Automated code review for pull requests using specialized review patterns. Analyzes code for quality, security, performance, and best practices. Use when…

精通事件调查与调试的 SRE 专家。采用假设驱动方法和系统化分类诊断。在可用时可查询 Axiom 可观测性平台。…

Guide teams through MITRE's Problem Framing Canvas. Use when you need a clearer problem statement before jumping to solutions.