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Identify repeated NuGet package restores across .NET build, test, and publish steps. Check whether earlier restores cover each later step, apply targeted changes, and validate the pipeline without removing required dependency restoration.

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• Remove repeated package restores from CI pipelines
• Check where --no-restore can safely be added
• Investigate NETSDK1004 or NETSDK1047 after skipping restore

Install a .NET SDK, the tools used to build .NET projects, inside a project folder. Configure version selection and shared setup scripts to test previews or reproduce team and CI environments without changing the system installation.

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• Trying a .NET preview without changing the system installation
• Pinning a project to a specific SDK version
• Creating repeatable setup scripts for teams and CI

Convert an older Blazor Server app into a .NET 8+ Blazor Web App while preserving interactive server behavior. It guides changes to page structure, startup configuration, authentication state sharing, and validation of the converted app.

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• Converting a .NET 6 or .NET 7 Blazor Server app
• Moving the host page into App.razor
• Updating authentication state sharing

Adjust .NET MAUI layouts to avoid system bars, screen cutouts, and keyboards, or extend content to screen edges. It covers .NET 10 safe area APIs, migration from older settings, and CSS coordination for Blazor Hybrid.

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• Fixing status bar overlap after upgrading to .NET 10
• Keeping chat inputs visible above the keyboard
• Creating edge-to-edge photo or video screens

Migrate a .NET 10 project or solution to .NET 11 and resolve all breaking changes. This is a MIGRATION skill — use it when upgrading from .NET 10 to .NET 11, NOT for writing new programs. USE FOR: upgrading TargetFramework from net10.0 to net11.0, fixing build errors after updating the .NET 11 SDK, resolving source-breaking and behavioral changes in .NET 11 runtime, C# 15 compiler, and EF Core 11, adapting to updated minimum hardware requirements (x86-64-v2, Arm64 LSE), and updating CI/CD pipelines and Dockerfiles for .NET 11. DO NOT USE FOR: .NET Framework migrations, upgrading from .NET 9 or earlier, greenfield .NET 11 projects, or cosmetic modernization unrelated to the upgrade. NOTE: .NET 11 is in preview. Covers breaking changes through Preview 3.

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使用Python和Netmiko自动收集网络设备信息，协助编写或审查SSH脚本，加入连接数量限制、输出解析和错误处理，并为配置变更设置确认步骤。

• 收集多台设备的show命令输出
• 为审计记录接口和路由信息
• 调整SSH脚本的超时设置

协助编写和审查Kubernetes配置文件并排查故障，提供健康检查、权限控制、资源限制及自动伸缩的配置示例和调查命令，用于检查重启、内存不足和部署问题。

• 编写Kubernetes部署配置
• 审查健康检查与资源限制
• 排查容器反复重启的原因

Automate Battlenet operations through Rube MCP, a connection for agent tools. Discover which actions are available, check the service connection, and execute tasks with the input fields and types returned by tool search.

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• Discover available Battlenet operations
• Check the connection before running tasks
• Automate a sequence of Battlenet operations

Build, analyze, and visualize relationship data in Python with NetworkX. Find shortest routes, identify important nodes and groups, generate networks for simulations, and exchange graph data through tables and common file formats.

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• Finding important people and groups in social networks
• Calculating shortest routes in transportation networks
• Visualizing relationships between research papers

Analyze compiled .NET and C# programs by identifying managed files, removing obfuscation, inspecting intermediate instructions, and debugging runtime behavior. Save extracted configuration and code changes as evidence for further review.

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• Inspect compiled .NET program behavior
• Analyze obfuscated C# programs
• Extract malware configuration and communication destinations

Build and troubleshoot C#/.NET MCP servers that expose tools and information to AI agents. Guidance targets the official 2.x SDK and covers transport setup, authentication, interactive features, basic clients, and migration issues caused by changed defaults.

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• Build a C#/.NET MCP server
• Add tools, prompts, and resources
• Diagnose STDIO and HTTP connection errors

Manage KubeSphere’s network extension, from installation and upgrades to Calico IP address pools and traffic restrictions. Inspect live cluster resources and bundled references to configure namespace bindings, plan pool migrations, and verify changes.

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• Installing or upgrading the network extension
• Managing Calico IP pools and namespace bindings
• Checking allocations before an IP pool migration

Automate Battlenet operations through Rube MCP, a connection for agent tools. Discover which actions are available, check the service connection, and execute tasks with the input fields and types returned by tool search.

中文简介正在准备中。当前显示英语简介。

• Discover available Battlenet operations
• Check the connection before running tasks
• Automate a sequence of Battlenet operations

Prepare .NET projects for Native AOT, compilation before execution, and trimming, which removes unused code. Use build warnings to guide type annotations, reflection changes, and source-generated JSON serialization, then check all target frameworks.

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• Preparing a .NET project for Native AOT
• Resolving IL warnings from trimming analysis
• Adding annotations to reflection code

Capture MSBuild execution records as binary logs during .NET builds, tests, packaging, publishing, or restores. It explains unique filenames, PowerShell quoting, and file checks so logs remain available for later failure or performance analysis.

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• Saving logs before investigating a build failure
• Keeping separate logs for Debug and Release builds
• Choosing log filenames for CI artifact uploads

Write, review, and refactor C# and .NET code using practical conventions for asynchronous work, configuration, and dependency injection—passing services into classes. Includes examples for data access and APIs to support maintainable applications.

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• Reviewing C# implementation conventions
• Improving asynchronous code and cancellation handling
• Organizing service dependencies and configuration

Guides Kubernetes security configuration with network restrictions, Pod execution rules, and role-based access control. Use its configuration examples to separate workloads, limit permissions, and enforce deployment requirements across a cluster.

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• Restricting communication between application components
• Giving ServiceAccounts only the permissions they need
• Running Pods with restricted privileges

Manage NuGet packages, the libraries used by .NET projects, through consistent add, remove, and update procedures. Check that requested versions exist, locate their configuration, and run dependency restoration to check for errors after updates.

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• Add a NuGet package to a .NET project
• Remove an unused package
• Update a package version across a solution

Analyze Kubernetes API server audit logs to identify pod access, secret reads, permission changes, privileged pods, and anonymous requests. Use the event patterns to reconstruct suspicious activity and develop detection rules for security monitoring systems.

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• Tracing API activity during a suspected cluster compromise
• Reviewing access to Kubernetes secrets
• Investigating permission changes and privileged pods

Execute token swaps, recurring purchases, and STRK staking on Starknet. Use avnu to obtain swap quotes, check prices and rewards, and pay transaction fees in a supported token through its paymaster service.

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• Swap tokens on Starknet
• Set up recurring STRK purchases
• Check staking rewards and restake them

Create and operate Starknet wallets for AI agents. Check token balances, send transfers, interact with smart contracts, and manage session keys, temporary permissions that let an agent perform approved transactions within spending limits and an expiry time.

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• Create a Starknet account for an AI agent
• Check balances across multiple tokens
• Send tokens and interact with contracts

Match C# and .NET tasks to the appropriate specialist skill using the request and project evidence. Invoke available specialists, explain how to obtain missing plugins, and complete suitable tasks with standard tooling when possible.

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• Choosing a specialist for a C# or .NET task
• Finding the plugin needed for a missing specialist
• Restoring discovery of already installed skills

Apply the System.Text.Json APIs introduced in .NET 11 to produce PascalCase JSON names and retrieve typed serialization metadata, the information used to convert objects. Create runnable examples and check metadata availability without exception-based probing.

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• Produce PascalCase JSON property names
• Convert dictionary keys to PascalCase
• Retrieve typed serialization metadata without casts

Write and review .NET calls to native C/C++ libraries using P/Invoke. Covers function declarations, string conversion, memory ownership, and platform differences to help investigate crashes, memory leaks, and corrupted data.

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• Create .NET declarations from C/C++ headers
• Investigate crashes and memory leaks in native calls
• Review string encoding and memory ownership