全部能力

AI-powered deep research using Parallel AI APIs for chat, research reports, entity discovery, and data enrichment. Use this skill when doing web research,…

Validates Conductor project artifacts for completeness,

使用现代 Akka.Hosting.TestKit 模式为 Akka.NET Actor 编写单元测试和集成测试。涵盖依赖注入、TestProbe、持久化测试、集群测试、流测试以及基于 xUnit/NUnit 的测试编排。包括使用 TestKit 配置自定义 ActorSystem、通过 IServiceCollection 注入 mock 服务、利用 TestProbe 验证 Actor 交互模式、使用 EventSourcedBehavior 测试持久化 Actor、基于 MemorySnapshotStore 的快照验证、分布式数据 CRDT 测试、Streams TestKit 的 Source/Sink/Flow 断言、多节点 TestKit 的集群分片场景，以及 CI/CD 友好的并行执行配置与代码覆盖率集成。

Implement Command Query Responsibility Segregation for scalable architectures. Use when separating read and write models, optimizing query performance, or…

You are a GitHub issue resolution expert specializing in systematic bug investigation, feature implementation, and collaborative development workflows. Your…

Implement distributed tracing with Jaeger and Tempo for request flow visibility across microservices.

Automated, project-wide code coverage and CRAP (Change Risk Anti-Patterns) score analysis for .NET projects with existing unit tests. Auto-detects solution structure, runs coverage collection via `dotnet test` (supports both Microsoft.Testing.Extensions.CodeCoverage and Coverlet), generates reports via ReportGenerator, calculates CRAP scores per method, and surfaces risk hotspots — complex code with low test coverage that is dangerous to modify. Use when the user wants project-wide coverage analysis with risk prioritization, coverage gap identification, CRAP score computation across an entire solution, or to diagnose why coverage is stuck or plateaued and identify what methods are blocking improvement. DO NOT USE FOR: targeted single-method CRAP analysis (use crap-score skill), writing tests, running tests without coverage collection, applying test filters, producing TRX reports, or troubleshooting test execution (use run-tests for all of these).

Visualize training metrics, debug models with histograms, compare experiments, visualize model graphs, and profile performance with TensorBoard - Google's ML…

Master Bash Automated Testing System (Bats) for comprehensive shell script testing. Use when writing tests for shell scripts, CI/CD pipelines, or requiring…

Use when writing, running, or debugging XCUITests. Covers element queries, waiting strategies, accessibility identifiers, test plans, and CI/CD test execution…

Atomic commits, PR size limits, commit thresholds, stacked PRs

Reference data for .NET test framework detection patterns, assertion APIs, skip annotations, setup/teardown methods, and common test smell indicators across…

Build TanStack Table components using the meta field pattern for cell callbacks instead of closures. Use when creating data tables, implementing sorting, or…

Use when working with incident response incident response

将移动应用发布到 iOS App Store 和 Google Play，包含代码签名、版本管理和 CI/CD 自动化。用于准备应用发布时，…

Master Julia 1.10+ with modern features, performance optimization, multiple dispatch, and production-ready practices.

Cache Playwright browser binaries in CI/CD pipelines (GitHub Actions, Azure DevOps) to avoid 1-2 minute download overhead on every build.

Master PCI DSS (Payment Card Industry Data Security Standard) compliance for secure payment processing and handling of cardholder data.

Configure and test common network services (HTTP, HTTPS, SNMP, SMB) for penetration testing lab environments. Enable hands-on practice with service…

Use when building SpriteKit games, implementing physics, actions, scene management, or debugging game performance. Covers scene graph, physics engine, actions…