C# testing patterns: xUnit with [Fact]/[Theory], FluentAssertions, Moq mocking, NSubstitute, WebApplicationFactory integration tests, Testcontainers for real DB, Bogus fake data generation, Respawn DB reset, Coverlet coverage. Use when writing or reviewing C#…
Skills in this repository
marvinrichter/clarc - Page 4
SkillsMP has collected 269 skills from marvinrichter/clarc. Open a skill to review its source and details.
marvinrichter/clarcShowing 40 of 269 collected skills.
CSS architecture for modern web apps: Tailwind conventions and when to break them, CSS Modules for complex components, responsive design system with container queries, fluid typography, and avoiding the most common Tailwind pitfalls.
Dashboard architecture and UX: KPI hierarchy, information density decisions, filter patterns, drill-down navigation, real-time update strategies (polling vs. WebSocket vs. SSE), empty and loading states for charts, and responsive dashboard layouts. Use when…
Data visualization implementation: chart type selection framework (when to use bar/line/scatter/pie/heatmap/treemap), D3.js patterns, Recharts/Chart.js/Victory integration, accessible charts (ARIA roles, color-blind safe palettes), responsive SVG patterns,…
Database migration best practices for schema changes, data migrations, rollbacks, and zero-downtime deployments across PostgreSQL, MySQL, and common ORMs (Prisma, Drizzle, Django, TypeORM, golang-migrate).
Domain-Driven Design tactical patterns for Python — entities, value objects, aggregates, repositories, domain events, and application services using dataclasses and Pydantic.
Dependency security and compliance: per-language vulnerability scanning (npm audit, cargo audit, pip-audit, govulncheck, OWASP Dependency-Check), license compliance (FOSSA, license-checker), transitive dependency risk, dependency confusion attacks, and…
Design system architecture: design tokens (color, spacing, typography, radius), component library layers (Primitive → Composite → Pattern), theming with CSS Custom Properties and Tailwind, Storybook documentation, and dark mode. The foundation for consistent…
Local development environment patterns: runtime version pinning with mise/asdf, environment variables with direnv, Dev Containers for consistent team environments, Docker Compose for local services, and pre-commit hooks.
Advanced Django patterns — service layer, caching, signals, middleware, performance optimization (N+1, bulk ops), and DDD patterns (fat models, bounded contexts, domain events). Extends django-patterns.
Django architecture patterns, REST API design with DRF, ORM best practices. Core patterns for project structure, models, QuerySets, and ViewSets.
DORA Four Keys technical implementation: extracting metrics from GitHub/GitLab APIs, Google Four Keys open-source setup, LinearB/Faros/Haystack alternatives, Grafana DORA dashboard, PagerDuty/OpsGenie MTTR integration, quarterly review process.
Email and notification architecture: transactional email with Resend/SendGrid, React Email templates, notification preferences (channel, frequency, opt-out), delivery tracking, in-app notifications, and push notifications. Covers the full notification stack.
Engineering effectiveness metrics: DORA Four Keys (Deployment Frequency, Lead Time, Change Failure Rate, MTTR), SPACE Framework (Satisfaction, Performance, Activity, Communication, Efficiency), Goodhart's Law pitfalls, Velocity vs. Outcomes, Developer…
FastAPI architecture patterns — async endpoints, Pydantic models, dependency injection, OpenAPI, background tasks, and testing with pytest + HTTPX.
Flutter architecture patterns: BLoC vs. Riverpod decision framework, Widget composition (Composition over Inheritance, CustomPainter, Implicit/Explicit Animations), go_router navigation, Platform Channels, Isolates for background work, Flutter DevTools…
Flutter testing: Widget Tests (testWidgets, WidgetTester, pump, pumpAndSettle, finders), Integration Tests (flutter_test driver), mocking with mocktail, Golden File Tests (visual regression, --update-goldens), BLoC testing (bloc_test package), coverage…
GraphQL API patterns: schema-first design, resolvers, DataLoader for N+1 prevention, subscriptions, error handling, pagination, auth, and performance. For TypeScript with Apollo Server or Pothos.
gRPC + Protocol Buffers patterns — proto schema design, code generation, unary and streaming call types, error handling with gRPC status codes, interceptors, reflection, and client usage. For service-to-service communication where REST is insufficient.
Incident response process: severity levels, on-call workflow, runbook templates, communication guidelines (status page, Slack), blameless post-mortems, and resolution checklists.
Java coding standards and idioms for Java 25+ — naming, immutability, Optional, streams, exceptions, generics, records, sealed classes. Applies to plain Java, Spring Boot, Quarkus, and Jakarta EE projects.
Java testing patterns: JUnit 5, Mockito, AssertJ, Testcontainers for integration tests, and coverage with JaCoCo. Core TDD methodology for plain Java projects (non-Spring). For Spring Boot, see springboot-tdd.
JPA/Hibernate patterns for entity design, relationships, query optimization, transactions, auditing, indexing, pagination, and pooling in Spring Boot.
Idiomatic Kotlin patterns: sealed classes, data classes, extension functions, coroutines, Flow, DSL builders, value classes, and functional idioms. Use when writing or reviewing Kotlin code.
Kotlin testing with JUnit 5, Kotest, MockK, coroutine testing, and Testcontainers. Covers TDD workflow, test structure, coroutine test utilities, and Spring Boot integration testing.
Load and performance testing with k6 (TypeScript/Go/any HTTP) and Locust (Python). Covers test types (smoke, load, stress, spike, soak), SLO thresholds, CI integration, and interpreting results.
Marketing asset design for developers: Open Graph / social media card specs and HTML generation, email template HTML/CSS patterns (table-based layout, Outlook compatibility, dark mode), banner and ad creative dimensions, print-safe PDF generation, and brand…
Async message queue and event streaming patterns — AWS SQS/SNS, Kafka, RabbitMQ. Covers producer/consumer design, idempotency, dead-letter queues, fan-out, ordering guarantees, and backpressure. The reference for service-to-service async communication.
Motion and animation patterns for web: CSS transitions for simple interactions, Framer Motion for complex orchestrated animations, meaningful vs. decorative motion, prefers-reduced-motion (WCAG 2.3), page transitions, and layout animations. Motion should…
Multi-tenancy patterns for SaaS: row-level security (Postgres RLS), schema-per-tenant, tenant context middleware, data isolation testing, and migration strategies. Helps prevent cross-tenant data leaks.
NoSQL database patterns: MongoDB document design (embedding vs. referencing), DynamoDB single-table design with access patterns, Redis as primary store, and when to use each NoSQL database vs. Postgres.
Open source project governance: GitHub issue/PR templates, CODEOWNERS, CONTRIBUTING.md structure, community health files, label taxonomy, branch protection rules, and automated CHANGELOG from Conventional Commits. For maintainers who want contributors to…
Autonomous overnight development pipeline. Analyzes a feature idea and selects the right pipeline pattern (Sequential, Continuous Claude, Ralphinho, or Infinite Loop). Generates all required files and waits for user confirmation before starting.
PHP 8.4+ patterns: readonly classes/properties, enums, named arguments, match expressions, value objects, repository pattern, service layer with command/handler, Laravel controller/FormRequest, Symfony service wiring, Doctrine QueryBuilder, Fiber async. Use…
PHP testing patterns: PHPUnit 11 with mocks and data providers, Pest v3 with expectations and datasets, Laravel feature/HTTP tests with RefreshDatabase, Symfony WebTestCase, PHPStan static analysis, Infection mutation testing. Use when writing or reviewing…
Platform Engineering: Internal Developer Platforms (IDP), CNCF Platform definition, Team Topologies, IDP components (Service Catalog, Self-Service Infra, Golden Paths, Developer Portal), platform maturity model, make-vs-buy (Backstage vs Port vs Cortex),…
PostgreSQL database patterns for query optimization, schema design, indexing, and security. Based on Supabase best practices.
Presentation structure, narrative design, and slide layout principles. Covers the problem-solution-evidence arc, slide density rules (one idea per slide), slide type catalogue, opening hooks, and closing patterns. Use when structuring any slide deck —…
SaaS pricing strategy patterns: value metric selection, usage-based vs. seat-based vs. flat-rate models, freemium conversion, pricing page design, packaging tiers, and the analytics to improve pricing. For product and technical founders.
RFC 7807 / RFC 9457 Problem Details for HTTP APIs — standard error response format, Content-Type application/problem+json, extension fields, and per-language implementation patterns.