Direct REST API access to UniProt. Protein searches, FASTA retrieval, ID mapping, Swiss-Prot/TrEMBL. For Python workflows with multiple databases, prefer bioservices (uni — from…
Direct REST API access to UniProt. Protein searches, FASTA retrieval, ID mapping, Swiss-Prot/TrEMBL. For Python workflows with multiple databases, prefer bioservices (uni — from…
Trade and interact with Uniswap in Python using Ape and the uniswap-sdk package.
Project-aware unit testing guide with mock patterns, TDD discipline, and best practices. Auto-detects test framework (Jest/Vitest) and provides appropriate examples.
Provides patterns for unit testing Spring application events. Validates event publishing with ApplicationEventPublisher, tests @EventListener annotation behavior, and verifies…
Provides patterns for unit testing Jakarta Bean Validation (JSR-380), including @Valid, @NotNull, @Min, @Max, @Email constraints with Hibernate Validator.
Provides edge case, corner case, boundary condition, and limit testing patterns for Java unit tests. Validates minimum/maximum values, null cases, empty collections, numeric…
Provides patterns for unit testing Spring Cache annotations (@Cacheable, @CachePut, @CacheEvict). Generates test code that mocks cache managers, verifies cache hit/miss behavior,…
Provides patterns for unit testing `@ConfigurationProperties` classes with `@ConfigurationPropertiesTest`.
Provides patterns for unit testing REST controllers using MockMvc and @WebMvcTest. Generates controller tests that validates request/response mapping, validation, exception…
Improves unit test coverage with focused behavior-driven tests and repository verification for TypeScript and React coverage gaps.
Write unit tests that document behavior through explicit arrange-act-assert phases and a single assertion of intent.
Use when when implementing a new ComputeConverter subclass for MSMetaEnhancer that performs local chemical structure conversions using RDKit (e.g., SMILES to InChI, canonical…
Use when building or extending a data extraction and conversion system (such as MESSES) where tabular data is transformed via conversion directives into JSON intermediate formats…
Use when when implementing or extending file format parsers in a spectral data pipeline, you need unit tests to ensure that format-specific parsers correctly instantiate spectrum…
Use when when implementing new scoring components (inchikey score, neighbourhood
Provides patterns for unit testing `@ExceptionHandler` and `@ControllerAdvice` in Spring Boot applications.
Use when when implementing or modifying a numerical compression/decompression component (e.g., Numpress for mass-spectrometry m/z and intensity arrays) and you need to verify that…
Render a Helm chart locally and assert on the generated Kubernetes objects before a broken template makes it to a cluster.
Provides patterns for unit testing JSON serialization/deserialization with Jackson and `@JsonTest`. Validates JSON mapping, custom serializers, date formats, and polymorphic…
Provides patterns for unit testing mappers, converters, and bean mappings. Validates entity-to-DTO and model transformation logic in isolation.
Provides parameterized testing patterns with JUnit 5, generates data-driven unit tests using @ParameterizedTest, @ValueSource, @CsvSource, @MethodSource.
Risk-based unit testing and Allure-readable behavioral spec style for open-agreements. Use when user says "add tests," "test quality," "coverage expansion," "unit test style," or…
Review existing unit test quality in Vue/Nuxt + Vitest projects. Produces a structured report with severity-rated findings, scoring, and missing scenario analysis.
Provides patterns for unit testing Spring `@Scheduled` and `@Async` methods using JUnit 5, CompletableFuture, Awaitility, and Mockito.
Provides patterns for unit testing service layer with Mockito. Creates isolated tests that mock repository calls, verify method invocations, test exception scenarios, and stub…
Provides patterns for testing utility classes, static methods, and helper functions. Validates pure functions, null handling, edge cases, and boundary conditions.
Use when when you need to confirm that a research tool or package maintains a functioning test suite, especially before adopting it for downstream analysis or before contributing…
Write and review unit tests for Vue 3 + TypeScript + Vitest + Pinia codebases. Use when creating or updating tests for components, composables, and stores; mocking Pinia with…
Provides patterns for unit testing external REST APIs using WireMock. Stubs API responses, verifies request details, simulates failures (timeouts, 4xx/5xx errors), and validates…
This explains how to write unit test for this project. When a user asks to write unit test, you MUST read this before writing the tests.
Unit testing patterns for frontend and backend. Trigger: When writing or reviewing unit tests for any layer.
Use when when implementing or refactoring a FileInterface._open method or similar polymorphic dispatcher that conditionally instantiates different handler classes based on file…
Write comprehensive unit tests with high coverage using testing frameworks like Jest, pytest, JUnit, or RSpec.
Écrire des tests unitaires Node.js. Utiliser quand on teste une fonction isolée avec Vitest dans backend/test/.
Write effective unit tests — Arrange-Act-Assert structure, test boundary selection, mocking strategy, test doubles (spy/stub/mock/fake), parameterized tests, snapshot pitfalls,…
Generate comprehensive, maintainable unit tests across languages with strong coverage and edge case focus.
Use when running unit tests in the VS Code repo. Covers the runTests tool, scripts/test.sh (macOS/Linux) and scripts/test.bat (Windows), and their supported arguments for…
Generates Python unittest tests. Built-in testing framework with TestCase, setUp/tearDown, and assertion methods.
Unittest Test Creator - Auto-activating skill for Test Automation. Triggers on: unittest test creator, unittest test creator Part of the Test Automation skill category.
Architectural patterns, Data-Oriented Technology Stack (DOTS), Unity ECS, Burst Compiler, C# Job System, memory management, zero-allocation C# patterns, and frame-budget…
Build Unity games with optimized C# scripts, efficient rendering, and proper asset management. Masters Unity 6 LTS, URP/HDRP pipelines, and cross-platform deployment.
Integrating local and cloud LLMs into Unity games for AI NPCs, dialogue, and intelligent behaviorsUse when "unity llm, llmunity, unity ai npc, unity local llm, unity sentis llm,…
Unity Profiler skill for performance analysis, frame debugging, memory profiling, and optimization workflows.
Auditer l'architecture d'un projet Unity. Utiliser quand l'utilisateur dit '/unity-review', 'review unity', 'audit architecture', 'verifier le projet unity', 'architecture…
Scaffolds a Unity game project with folder structure, assembly definitions, new Input System, scriptable object architecture, scene management, Git LFS, and CI/CD via GameCI.
VContainer dependency injection expert specializing in IoC container configuration, lifecycle management, and Unity-optimized DI patterns.
Use for non-trivial software work needing implementation, verification, selected review, repair loops, or release-readiness judgment.
Universal opt-out mechanism implementation across US state privacy laws. Covers Global Privacy Control (GPC) signal technical implementation, state-by-state recognition…
Use when implementing language-agnostic patterns like layered architecture, dependency injection, error handling, or code organization principles across any technology stack.
ONLY when user explicitly requests: full project analysis, deep codebase audit, or comprehensive architecture review. Routes to core and framework-specific analysis skills.
Use for web scraping, crawling, document extraction, API parsing, or building validation-heavy data pipelines using Firecrawl or local Python scripts.
Comprehensive API design patterns covering REST, GraphQL, gRPC, versioning, authentication, and modern API best practices
Expert guidance for unix-goto shell navigation tool development, including architecture, 9-step feature workflow, testing (100% coverage), performance optimization (<100ms…
UnJS ecosystem - agnostic JavaScript libraries, tools, and utilities. Use when working with UnJS packages like h3, nitro, ofetch, unstorage, or building universal JavaScript…
Unkey is an open-source developer platform for managing API keys, rate limiting, and usage analytics.
Specialized skill for WebSocket protocol implementation and testing. Generate RFC 6455 compliant implementations, validate handshake and framing, test with Autobahn Test — from…
Reviews code for quality, security, and maintainability. Use after implementing features, completing significant work, or when user asks for code review.
Manages all git operations (commit, push, branch management, PR creation) in a standardized, safe, and consistent way.
Write a load and performance testing plan for a service. Use when asked to create a performance test plan, write load testing documentation, define stress or soak test sc — from…