Browse published AI skills maintained by physics91. Compare skill descriptions and follow each source repository for setup instructions.
Indexed skills
39Repository stars across indexed skills
39Repository forks
0Average repository stars per indexed skill
1Repository stars may repeat across skills from the same repository.
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 →...
WHEN: Go project review, error handling, goroutines, interfaces, testing WHAT: Error handling patterns + Concurrency safety + Interface design + Testing + Idiomatic Go WHEN NOT: Go API frameworks → go-api-revie...
WHEN: Rust project review, ownership/borrowing, error handling, unsafe code, performance WHAT: Ownership patterns + Lifetime analysis + Error handling (Result/Option) + Unsafe audit + Idiomatic Rust WHEN NOT: R...
WHEN: Performance analysis, bundle size optimization, rendering, Core Web Vitals, code splitting WHAT: Bundle analysis + large dependency detection + re-render issues + useMemo/useCallback suggestions + LCP/FID...
WHEN: CI/CD pipeline review, GitHub Actions, GitLab CI, Jenkins, build optimization WHAT: Pipeline structure + Job optimization + Security scanning + Caching strategy + Deployment patterns WHEN NOT: Kubernetes...
WHEN: API documentation, JSDoc/TSDoc comments, Props documentation, Storybook story writing WHAT: Function/class/type JSDoc + React Props table + Markdown API docs + Storybook stories WHEN NOT: README writing →...
WHEN: iOS Swift/SwiftUI code review, UIKit patterns, Combine/async-await checks, MVVM structure analysis WHAT: SwiftUI best practices + Combine patterns + Memory management + Performance optimization + Architec...
WHEN: Test code generation, unit/integration/E2E test writing, component/hook/utility tests WHAT: Framework detection + Jest/Vitest/RTL/Playwright templates + Happy Path/Edge/Error case tests WHEN NOT: Coverage...
WHEN: Kubernetes manifest review, Helm charts, resource limits, probes, RBAC WHAT: Resource configuration + Health probes + Security context + RBAC policies + Helm best practices WHEN NOT: Docker only → docker-...
WHEN: Android Kotlin code review, Jetpack Compose patterns, Coroutines/Flow checks, ViewModel structure analysis WHAT: Compose best practices + Coroutines patterns + State management + Memory leak detection + P...
WHEN: Deep AI-powered code analysis, multi-model code review, security scanning with Codex and Gemini WHAT: Comprehensive code review using external AI models with severity-based findings, deduplication, and se...
WHEN: GraphQL schema review, resolver patterns, N+1 detection, query complexity, API security WHAT: Schema design + N+1 detection + Query complexity + Input validation + Error handling + DataLoader patterns WHE...
The default order uses GitHub repository stars from our indexed data. Stars belong to the source repository and may be shared by multiple skills. They indicate repository interest, not skill installs or an independent quality score.