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Category: test

Category: test \n KMS Minimal Viable Test \n Prerequisites \n \n AK/SK and region are configured. \n GoalsSkill: skills/security/key-management/alicloud-security-kms/ 。 \n \n Test Steps \n \n 通过 OpenAPI 元数据确认 KMS 常用读取 API。 \n 执行一个只读查询（如 ListKeys 或产品支持的等价读接口）。 \n 记录 request id、返回数量、错误码（若有）。 \n \n Expected Results \n \n 只读查询成功或返回明确权限错误。 \n

Category: test \n OpenAPI 产品发现Minimal Viable Test \n Prerequisites \n \n AK/SK is configured. \n GoalsSkill: skills/platform/openapi/alicloud-platform-openapi-product-api-discovery/ 。 \n \n Test Steps \n \n 运行一个产品源抓取脚本。 \n 运行合并脚本。 \n 限制 OPENAPI_META_MAX_PRODUCTS=1 执行元数据抓取。 \n \n Expected Results \n \n output/product-scan/ 下产生最小结果文件。 \n

Category: test

Category: test

Systematically identify and fix all failing tests using smart error grouping. \n \n Groups failures by error type, affected module, and root cause, then prioritizes fixes by impact and dependency order \n Fixes infrastructure issues first (imports, dependencies, configuration), followed by API changes, then logic bugs \n Runs focused test subsets after each fix using pytest markers and file patterns to verify progress before moving to the next group \n Follows a structured workflow: initial test

Framework for having useful customer conversations that won't lead you astray. Based on a fundamental truth: everyone is lying to you -- not because they're malicious, but because you're asking the wrong questions. Your mom will tell you your idea is great because she loves you. Investors, friends, and even potential customers will do the same. The Mom Test provides rules for asking questions so good that even your mom can't lie to you.

Testing Spring Cache annotations without external infrastructure using in-memory cache managers. \n \n Covers testing @Cacheable , @CacheEvict , and @CachePut annotations with patterns for verifying cache hits, misses, and invalidation \n Uses ConcurrentMapCacheManager for fast, isolated unit tests instead of Redis or other external caches \n Includes verification strategies via mock call counts, conditional caching with unless and condition parameters, and custom cache key generation with SpEL

Testing Spring ApplicationEvent publishers and listeners with mocked dependencies and event capture patterns. \n \n Mock ApplicationEventPublisher in unit tests and use ArgumentCaptor to verify published events and their data integrity \n Test @EventListener method invocation directly by instantiating listeners and invoking handler methods with captured events \n Handle asynchronous event processing with Thread.sleep() or Awaitility to verify async listener completion \n Verify listener side eff

Comprehensive testing patterns for Spring Boot applications covering unit, slice, integration, and container-based tests. \n \n Covers four test types with performance targets: unit tests (< 50ms), slice tests (< 100ms), integration tests (< 500ms), and full context tests with Testcontainers \n Includes patterns for Mockito-based unit testing, JPA/MVC slice testing with focused Spring contexts, and REST API testing with MockMvc and WebTestClient \n Demonstrates Spring Boot 3.5+ @S