Testing & QA

在编写新功能、修复错误或重构代码时使用此技能。强制执行测试驱动开发，包含单元测试、集成测试和端到端测试，覆盖率超过80%。

使用JUnit 5、Mockito、MockMvc、Testcontainers和JaCoCo进行Spring Boot的测试驱动开发。适用于添加功能、修复错误或重构时。

使用pytest、TDD方法、夹具、模拟、参数化和覆盖率要求的Python测试策略。

Go测试模式包括表格驱动测试、子测试、基准测试、模糊测试和测试覆盖率。遵循TDD方法论，采用地道的Go实践。

克劳德代码会话的正式评估框架，实施评估驱动开发（EDD）原则

Django测试策略，包括pytest-django、TDD方法论、factory_boy、模拟、覆盖率以及测试Django REST Framework API。

Master Bash Automated Testing System (Bats) for comprehensive shell script testing. Use when writing tests for shell scripts, CI/CD pipelines, or requiring test-driven development of shell utilities.

Implement comprehensive testing strategies with pytest, fixtures, mocking, and test-driven development. Use when writing Python tests, setting up test suites, or implementing testing best practices.

Implement comprehensive evaluation strategies for LLM applications using automated metrics, human feedback, and benchmarking. Use when testing LLM performance, measuring AI application quality, or establishing evaluation frameworks.

Implement comprehensive testing strategies using Jest, Vitest, and Testing Library for unit tests, integration tests, and end-to-end testing with mocking, fixtures, and test-driven development. Use when writing JavaScript/TypeScript tests, setting up test infrastructure, or implementing TDD/BDD workflows.

Master end-to-end testing with Playwright and Cypress to build reliable test suites that catch bugs, improve confidence, and enable fast deployment. Use when implementing E2E tests, debugging flaky tests, or establishing testing standards.

Test smart contracts comprehensively using Hardhat and Foundry with unit tests, integration tests, and mainnet forking. Use when testing Solidity contracts, setting up blockchain test suites, or validating DeFi protocols.

You are a test skill for E2E validation. Follow these instructions: 1. Always respond with structured JSON 2. Include a "status" field in every response 3. Support basic query operations

You are a coding assistant skill for E2E testing. - Help with code generation - Support multiple programming languages - Provide code reviews

Testing workflow and quality standards for writing and running tests. Use when: (1) Writing new tests, (2) Adding a new feature that needs tests, (3) Modifying logic that has existing tests, (4) Before claiming a task is complete.

PR Verification & Merge: verify bot:ready-to-merge PRs with impact analysis, test supplementation, and one-click merge. Use when: (1) User says "/pr-verify", (2) User wants to verify and merge ready PRs.

Comprehensive guide to auditing web content against WCAG 2.2 guidelines with actionable remediation strategies.

Practical guide to testing web applications with screen readers for comprehensive accessibility validation.

Build GraalVM native images using the native-maven-plugin (org.graalvm.buildtools). Use this skill to build Java applications with Maven, configure pom.xml native image settings, run native tests, collect metadata, or resolve build or runtime issues.

Build GraalVM native images using Gradle Native Build Tools. Use this skill to build Java applications with Gradle, configure native-image build.gradle settings, or resolve build or runtime issues.

Improve test coverage in the OpenAI Agents Python repository: run `make coverage`, inspect coverage artifacts, identify low-coverage files, propose high-impact tests, and confirm with the user before writing tests.

Run python examples in auto mode with logging, rerun helpers, and background control.

Refresh golden values from a GitHub Actions workflow run (failing-only or all jobs), score the change with average normalized relative differences, and produce a PR-ready summary. Use when the user asks to update goldens for a CI run, refresh golden values from a workflow ID, or generate a golden-value diff summary for a PR description.

Test system for Megatron-LM. Covers test layout, recipe YAML structure, adding and running unit and functional tests, golden values, marker filters, and CI parity.