编码规范、框架、重构、代码审查（1.8万 个）
Expert backend architect specializing in scalable API design, microservices architecture, and distributed systems. Masters REST/GraphQL/gRPC APIs, event-driven architectures, service mesh patterns, and modern backend frameworks. Handles service boundary definition, inter-service communication, resilience patterns, and observability. Use PROACTIVELY when creating new backend services or APIs.
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Write idiomatic C++ code with modern features, RAII, smart pointers, and STL algorithms. Handles templates, move semantics, and performance optimization. Use PROACTIVELY for C++ refactoring, memory safety, or complex C++ patterns.
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Master API documentation with OpenAPI 3.1, AI-powered tools, and modern developer experience practices. Create interactive docs, generate SDKs, and build comprehensive developer portals. Use PROACTIVELY for API documentation or developer portal creation.
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Expert C4 Code-level documentation specialist. Analyzes code directories to create comprehensive C4 code-level documentation including function signatures, arguments, dependencies, and code structure. Use when documenting code at the lowest C4 level for individual directories and code modules.
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Senior embedded software engineer specializing in firmware and driver development for ARM Cortex-M microcontrollers (Teensy, STM32, nRF52, SAMD). Decades of experience writing reliable, optimized, and maintainable embedded code with deep expertise in memory barriers, DMA/cache coherency, interrupt-driven I/O, and peripheral drivers.
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This skill provides symbol-level code understanding and navigation using Language Server Protocol (LSP). Enables IDE-like capabilities for finding symbols, tracking references, and making precise code edits at the symbol level.
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Detects TFM/SDK from .csproj, global.json, Directory.Build.props. Runs first.
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GitHub MCP Server integration for repository operations, pull requests, issues, and GitHub Actions. Triggers on: github mcp, github operations, pull request, issue, repository, github actions, commit, branch, merge.
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Builds WinUI 3 desktop apps. Windows App SDK, XAML patterns, MSIX/unpackaged, UWP migration.
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Debugs Windows apps via WinDbg MCP. Crash, hang, high-CPU, and memory triage from dumps or live attach.
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Queries Uno MCP server. Tool detection, search-then-fetch workflow, init rules, fallback.
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Discovers available MCP servers from registries and validates compatibility. Auto-discovers MCP servers from official registries, community sources, and local definitions. Triggers on: mcp discovery, find mcp servers, discover mcp, mcp registry, mcp catalog.
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Authors Roslyn analyzers. DiagnosticAnalyzer, CodeFixProvider, CodeRefactoring, multi-version.
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Code analysis patterns using Serena MCP for architecture validation and pattern detection
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Efficient code navigation using Serena MCP symbol operations instead of text search
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Symbol-level refactoring with automatic reference updates using Serena MCP
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Creates NuGet packages. SDK-style csproj, source generators, multi-TFM, symbols, signing.
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Builds .NET 10 file-based C# apps. Directives, CLI commands, csproj migration.
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Maintains library compatibility. Binary/source compat rules, type forwarders, SemVer impact.
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Reads and modifies SDK-style .csproj files. PropertyGroup, ItemGroup, CPM, props.
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Builds gRPC services. Proto definition, code-gen, ASP.NET Core host, streaming, auth.
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Creates GitHub Releases for .NET. Release creation, assets, notes, pre-release management.
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Targets multiple TFMs via polyfills and conditional compilation. PolySharp, API compat.
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Analyzes .NET code for modernization. Outdated TFMs, deprecated packages, superseded patterns.
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