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概要と使いどころ
Provides patterns for unit testing REST controllers using MockMvc and @WebMvcTest. Generates controller tests that validates request/response mapping, validation, exception handling, and HTTP status codes. Use when testing web layer endpoints in isolation for API endpoint testing, Spring MVC tests, mock HTTP requests, or controller layer unit tests.
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Provides patterns for unit testing `@ExceptionHandler` and `@ControllerAdvice` in Spring Boot applications. Validates error response formatting, mocks exceptions, verifies HTTP status codes, tests field-level validation errors, and asserts custom error payloads. Use when writing Spring exception handler tests, REST API error tests, or mocking controller advice.
日本語の概要は準備中です。原文の説明を表示しています。
Provides comprehensive code review capability for Next.js applications, validates Server Components, Client Components, Server Actions, caching strategies, metadata, API routes, middleware, and performance patterns. Use when reviewing Next.js App Router code changes, before merging pull requests, after implementing new features, or for architecture validation. Triggers on "review Next.js code", "Next.js code review", "check my Next.js app".
日本語の概要は準備中です。原文の説明を表示しています。
Provides comprehensive code review capability for React applications, validates component architecture, hooks usage, React 19 patterns, state management, performance optimization, accessibility compliance, and TypeScript integration. Use when reviewing React code changes, before merging pull requests, after implementing new features, or for component architecture validation. Triggers on "review React code", "React code review", "check my React components".
日本語の概要は準備中です。原文の説明を表示しています。
Provides patterns for unit testing JSON serialization/deserialization with Jackson and `@JsonTest`. Validates JSON mapping, custom serializers, date formats, and polymorphic types. Use when testing JSON serialization, validating custom serializers, or writing JSON unit tests in Spring Boot applications.
日本語の概要は準備中です。原文の説明を表示しています。
Provides patterns for testing utility classes, static methods, and helper functions. Validates pure functions, null handling, edge cases, and boundary conditions. Generates AssertJ assertions and @ParameterizedTest for string utils, math utils, validators, and collection helpers. Use when testing utils, test helpers, helper functions, static methods, or verifying utility code correctness.
日本語の概要は準備中です。原文の説明を表示しています。
Find and remove dead code (unused files, exports, class members) using Knip as a candidate generator, then verify each candidate through AST-level analysis and interface tracing before removing anything. Use when the user asks to clean up unused code, find dead code, or reduce the codebase.
日本語の概要は準備中です。原文の説明を表示しています。
JSON/data schema validation for construction data exchange: API payloads, file imports, BIM exports. Ensure data structure compliance before processing.
日本語の概要は準備中です。原文の説明を表示しています。
Validate construction data inputs before processing: cost estimates, schedules, BIM data, field reports. Catch errors early with domain-specific rules.
日本語の概要は準備中です。原文の説明を表示しています。
Generate comprehensive BIM model validation reports. Check data quality, completeness, and compliance with standards.
日本語の概要は準備中です。原文の説明を表示しています。
Validate CWICR data quality and estimate inputs. Check for errors, inconsistencies, outliers, and missing data.
日本語の概要は準備中です。原文の説明を表示しています。
Use before starting a product, feature, MVP, agent, automation, or integration build to identify the main pre-build risk and choose the smallest validation step. Trigger when the user asks whether to build, scope, validate, prioritize, or sanity-check an idea before implementation.
日本語の概要は準備中です。原文の説明を表示しています。
Enforces validation and evidence before claiming work complete. Use before declaring implementation done, creating a PR, or submitting deliverables for review.
日本語の概要は準備中です。原文の説明を表示しています。
Guide creating Claude Code hooks with security-first design. Use for validation and enforcement.
日本語の概要は準備中です。原文の説明を表示しています。
Test skills via TDD in fresh subagents. Use when validating behavior or preventing bias.
日本語の概要は準備中です。原文の説明を表示しています。
Use when validating or evaluating a trained medical-imaging model. Audits split leakage and validation design, computes task-correct held-out metrics (Dice + HD95, AUROC + AUPRC, FROC, calibration), and covers uncertainty/OOD and Grad-CAM explainability, each with a gate.
日本語の概要は準備中です。原文の説明を表示しています。
Routes substantive ML, AI, data, scientific-computing, and software-engineering requests to the smallest useful set of managed repository skills. Invoke proactively when a request names or implies a package, framework, model family, dataset, modality, workflow, backend, deployment target, evaluation method, or implementation approach that may benefit from repository guidance, even if no repository is named. Narrow progressively from area to family to repository root: inspect only the one or two most likely area pages; compare candidates by capability, task surface, model/data format, training versus inference versus evaluation intent, runtime constraints, and root-skill description; then open only the selected root and relevant sub-skills, references, or scripts. Select multiple repositories only when each adds a distinct capability. Do not load the whole collection, treat dependencies or incidental integrations as capabilities, choose by name alone, or force a match when no exact taxonomy family applies.
日本語の概要は準備中です。原文の説明を表示しています。
Use when you have an existing pipeline DOT file that needs review, fixing, or validation. Use when validation produces warnings or errors, when a DOT file was hand-written or generated by another tool, or when you want to verify a pipeline covers 100% of a spec before running it.
日本語の概要は準備中です。原文の説明を表示しています。
Validate, lint, audit, or fix .gitlab-ci.yml pipelines, stages, and jobs.
日本語の概要は準備中です。原文の説明を表示しています。
Validate, lint, audit, or fix PromQL queries and alerting rules; detects anti-patterns.
日本語の概要は準備中です。原文の説明を表示しています。
Validate, lint, audit, or review azure-pipelines.yml — syntax, security, best practices.
日本語の概要は準備中です。原文の説明を表示しています。
Validate, lint, audit, fix GitHub Actions workflows (.github/workflows).
日本語の概要は準備中です。原文の説明を表示しています。
Validate, lint, audit, or debug Ansible playbooks, roles, inventories, FQCN, tasks.
日本語の概要は準備中です。原文の説明を表示しています。
Validate, lint, audit, check Helm charts — Chart.yaml, templates, values.yaml, CRDs, schemas.
日本語の概要は準備中です。原文の説明を表示しています。