neurosurgery-literature
Domain-specific literature search for neurosurgery systematic reviews
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Domain-specific literature search for neurosurgery systematic reviews
PRISMA-compliant manuscript drafting for systematic reviews
Assists in writing high-quality content by conducting research, adding citations, improving hooks, iterating on outlines, and providing real-time feedback on each section. Transforms your writing process from s...
GTM Wizard project architecture, tech stack, and development patterns. Use when working on GTM Wizard features, understanding the codebase, or making architectural decisions. Includes monorepo structure, Pocket...
Intelligent unit test generator for frontend projects that detects existing test frameworks and generates comprehensive tests for functions, components, and modules. Use when you need to: (1) Add unit tests to...
Comprehensive frontend architecture analyzer that identifies technology stacks, build tools, and architectural patterns. Use when you need to quickly understand a project's structure, dependencies, and technica...
Enhanced dependency analyzer with comprehensive markdown reporting and actionable recommendations. Use when you need to optimize frontend project dependencies, detect security vulnerabilities, identify unused p...
Comprehensive assistance with LangChain_1.0
Generate Android Jetpack Compose UI from Figma using Figma Desktop MCP (get_metadata, get_variable_defs, create_design_system_rules, get_design_context, get_screenshot). Automatically detect icon/vector nodes i...
A simple example skill that demonstrates the skills-as-mcp format. Use this skill when you want to test if skills are working correctly.
Review code for quality, bugs, security issues, and best practices. Use this skill when the user asks for code review, code analysis, or wants feedback on their code.
WHEN: Security scan, vulnerability detection, XSS/CSRF analysis, secret exposure, OWASP Top 10 WHAT: XSS/injection detection + hardcoded secrets + auth/authz issues + severity-based vulnerability list WHEN NOT:...
WHEN: Dockerfile review, multi-stage builds, layer optimization, docker-compose WHAT: Image optimization + Layer caching + Security scanning + Compose best practices + Build efficiency WHEN NOT: Kubernetes → k8...
WHEN: ORM code review, Prisma/TypeORM/SQLAlchemy/GORM patterns, lazy loading, transactions WHAT: Query efficiency + Lazy/eager loading + Transaction handling + N+1 prevention + Model design WHEN NOT: Raw SQL →...
WHEN: Rust API review with Actix-web/Axum/Rocket, async patterns, extractors, middleware WHAT: Async handlers + Extractors + State management + Error responses + Tower middleware WHEN NOT: General Rust → rust-r...
WHEN: Spring Boot + Kotlin, Ktor backend review, coroutine-based server, WebFlux/R2DBC pattern checks WHAT: Spring Kotlin idioms + Coroutines integration + WebFlux patterns + Data class usage + Test strategies...
WHEN: General Python code review, PEP8 compliance, type hints, Pythonic patterns WHAT: PEP8/style check + Type hint validation + Pythonic idioms + Error handling + Documentation WHEN NOT: FastAPI → fastapi-revi...
WHEN: Next.js project review, App Router patterns, Server/Client Component separation, data fetching WHAT: Router pattern analysis + SC/CC separation + next/image·font optimization + Server Actions review WHEN...
WHEN: Pandas/NumPy code review, data processing, vectorization, memory optimization WHAT: Vectorization patterns + Memory efficiency + Data validation + Performance optimization + Best practices WHEN NOT: Web f...
WHEN: Flask project review, Blueprint structure, extensions, request handling WHAT: Blueprint organization + Extension patterns + Request/response handling + Configuration + Testing WHEN NOT: FastAPI → fastapi-...
WHEN: Machine Learning/Deep Learning code review, PyTorch/TensorFlow patterns, Model training optimization, MLOps checks WHAT: Model architecture review + Training patterns + Data pipeline checks + GPU optimiza...
WHEN: FastAPI project review, Pydantic models, async endpoints, dependency injection WHAT: Pydantic validation + Dependency injection + Async patterns + OpenAPI docs + Security WHEN NOT: Django → django-reviewe...
WHEN: Coverage analysis, finding untested files, test prioritization, coverage gap identification WHAT: Line/Branch/Function coverage + untested file list + priority by importance + improvement roadmap WHEN NOT...
WHEN: Go API review with Gin/Echo/Fiber/Chi, router patterns, middleware, request handling WHAT: Router organization + Middleware patterns + Request validation + Error responses + OpenAPI WHEN NOT: General Go →...
Le classement utilise les étoiles du dépôt GitHub indexé. Plusieurs skills peuvent partager ce nombre : ce n’est ni un nombre d’installations ni une note de qualité.