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home / skills / doanchienthangdev / omgkit
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fastapi
doanchienthangdev/omgkit
2
This skill helps you build high-performance FastAPI REST APIs with async patterns, Pydantic v2, dependency injection, and async database integration.
vue
doanchienthangdev/omgkit
2
This skill helps you bootstrap production-ready Vue 3 apps using Composition API, TypeScript, Pinia, and Vue Router.
omega-thinking
doanchienthangdev/omgkit
2
This skill helps you solve complex problems by applying seven Omega thinking modes for breakthrough insights and 10x improvements.
evaluation-methodology
doanchienthangdev/omgkit
2
This skill helps evaluate AI model outputs using exact match, semantic similarity, and AI judge methods to build robust eval pipelines.
document-processing
doanchienthangdev/omgkit
2
This skill helps you build and run robust document pipelines by extracting, generating, and batch-processing PDFs, Word, Excel, and PowerPoint files.
database-optimization
doanchienthangdev/omgkit
2
This skill helps optimize production database performance through query tuning, indexing, partitioning, pooling, and read/write scaling.
ml-systems-fundamentals
doanchienthangdev/omgkit
2
This skill helps you grasp production ML fundamentals, architecture, lifecycle, and best practices for reliable, scalable, and maintainable ML systems.
supabase
doanchienthangdev/omgkit
2
This skill helps you design secure, realtime full-stack apps with Supabase by configuring RLS, auth, edge functions, and storage policies.
nestjs
doanchienthangdev/omgkit
2
This skill helps you build scalable NestJS backends with TypeORM, DI, and microservices patterns for REST/GraphQL APIs.
defense-in-depth
doanchienthangdev/omgkit
2
This skill helps you design layered security architectures across perimeter, network, application, data, and identity to reduce risk and prevent single points
omega-testing
doanchienthangdev/omgkit
2
This skill helps you implement comprehensive testing across accuracy, performance, security, and accessibility to ensure production-grade quality.
playwright
doanchienthangdev/omgkit
2
This skill helps you write reliable end-to-end tests with Playwright, utilizing Page Object Model, API mocking, and cross-browser strategies for robust apps.
caching-strategies
doanchienthangdev/omgkit
2
This skill helps implement multi-layer caching with Redis, CDN, and browser caching to dramatically improve application performance.
typescript
doanchienthangdev/omgkit
2
This skill helps you master TypeScript type safety and generics to build scalable, maintainable code with confidence.
writing-plans
doanchienthangdev/omgkit
2
This skill creates structured implementation plans with task breakdown, dependencies, risks, and file-level details to guide complex feature development.
robust-ai
doanchienthangdev/omgkit
2
This skill helps you build robust AI systems with monitoring, drift detection, uncertainty estimation, and automated retraining to sustain production
ai-engineering
doanchienthangdev/omgkit
2
This skill helps you collect and analyze user feedback to drive rapid AI improvements, looping insights into updates, prompts, and experiments.
research-validation
doanchienthangdev/omgkit
2
This skill validates technology decisions using multi-source evidence, assessing credibility and recency to support informed, evidence-based implementation.
service-discovery
doanchienthangdev/omgkit
2
This skill helps implement service discovery patterns using Consul, Kubernetes DNS, and health checks to enable dynamic inter-service communication.
deployment-paradigms
doanchienthangdev/omgkit
2
This skill helps you compare and select ML deployment paradigms, optimizing latency, cost, and scalability across batch, real time, streaming, edge, and
omega-architecture
doanchienthangdev/omgkit
2
This skill helps you architect scalable, resilient Omega systems by applying the 7 principles to decisions, patterns, and platform design.
security-testing
doanchienthangdev/omgkit
2
This skill automates security testing guidance by applying OWASP-top-10-focused patterns across code, tests, and configuration to prevent vulnerabilities.
express
doanchienthangdev/omgkit
2
This skill helps you build production Express.js APIs with TypeScript, middleware patterns, authentication, and robust error handling.
dataset-engineering
doanchienthangdev/omgkit
2
This skill helps you build high-quality datasets by deduplicating, cleaning, and formatting data, and generating synthetic data for robust AI training.
foundation-models
doanchienthangdev/omgkit
2
This skill helps you configure large language model generation and interpret foundation model behavior with structured outputs and sampling guidance.
event-driven-architecture
doanchienthangdev/omgkit
2
This skill enables building scalable event-driven systems with event sourcing, CQRS, and messaging patterns using queues and projections.
database-management
doanchienthangdev/omgkit
2
This skill helps you manage production databases with reliable backup, monitoring, replication, and security, ensuring high availability and performance.
database-migration
doanchienthangdev/omgkit
2
This skill helps you implement safe zero-downtime database migrations with expand-contract patterns, rollback plans, and CI/CD integration.
database-schema-design
doanchienthangdev/omgkit
2
This skill designs production-grade database schemas with normalization, indexing, and patterns to balance performance and maintainability.
mongodb
doanchienthangdev/omgkit
2
This skill helps you design and query MongoDB schemas, migrations, and aggregations with Mongoose, optimizing data modeling and performance.
postgresql
doanchienthangdev/omgkit
2
This skill helps you design scalable PostgreSQL schemas, optimize queries, and implement robust indexing and transactions for production-ready databases.
aws
doanchienthangdev/omgkit
2
This skill helps you design and deploy AWS infrastructure using Lambda, S3, DynamoDB, ECS, and CDK with best practices.
feature-flags
doanchienthangdev/omgkit
2
This skill helps you implement feature flags and progressive delivery to enable safe trunk-based development, canary releases, and targeted experiments.
observability
doanchienthangdev/omgkit
2
This skill helps you implement production observability with structured logging, metrics, tracing, and alerting across services for faster debugging.
performance-profiling
doanchienthangdev/omgkit
2
This skill profiles browser performance using Lighthouse, Core Web Vitals, and bundle analysis to help optimize load times and budgets.
workflow-config
doanchienthangdev/omgkit
2
This skill centralizes Git workflow configuration with a single .omgkit/workflow.yaml to automate trunk-based, gitflow, and github-flow across commands.
nextjs
doanchienthangdev/omgkit
2
This skill helps you master Next.js App Router, Server Components, API routes, and full-stack patterns for production-ready apps.
accessibility
doanchienthangdev/omgkit
2
This skill helps you build WCAG 2.1 AA compliant interfaces by applying semantic HTML, ARIA, keyboard navigation, and focus management across components.
tailwindcss
doanchienthangdev/omgkit
2
This skill helps you create responsive, theme-aware UIs with Tailwind CSS utility classes and dark mode support.
python
doanchienthangdev/omgkit
2
This skill helps you write clean, production-ready Python with type hints, async patterns, and tests following best practices.
requesting-code-review
doanchienthangdev/omgkit
2
This skill helps you craft effective code review requests by guiding self-review, clear PR descriptions, proper reviewer selection, and timely submission.
stacked-diffs
doanchienthangdev/omgkit
2
This skill helps you manage large changes by applying the stacked diffs workflow to break projects into reviewable, dependent PRs.
systematic-debugging
doanchienthangdev/omgkit
2
This skill helps you debug systematically by guiding reproduction, isolation, hypothesis testing, and verification to identify and fix root causes efficiently.
token-optimization
doanchienthangdev/omgkit
2
This skill helps you maximize efficiency and minimize costs in AI interactions by optimizing prompts, context, and model usage.
verification-before-completion
doanchienthangdev/omgkit
2
This skill validates work using evidence-based verification, comprehensive checklists, automated validation, and proof-of-work documentation to ensure quality
distributed-tracing
doanchienthangdev/omgkit
2
This skill helps you implement end-to-end distributed tracing with OpenTelemetry, Jaeger, and correlation IDs to diagnose latency across services.
data-eng
doanchienthangdev/omgkit
2
This skill helps you build reliable ML data pipelines by designing collection, validation, processing, and storage strategies for quality data.
ai-accelerators
doanchienthangdev/omgkit
2
This skill helps you optimize ML workloads for AI accelerators by detailing hardware choices and tuning strategies across GPUs, TPUs, and edge devices.
efficient-ai
doanchienthangdev/omgkit
2
This skill helps you optimize AI systems with model compression, quantization, pruning, distillation, and hardware-aware tuning for production efficiency.
feature-engineering
doanchienthangdev/omgkit
2
This skill helps you engineer features across numerical, categorical, text, and temporal data, and manage feature stores for scalable ML workflows.
ml-serving-optimization
doanchienthangdev/omgkit
2
This skill helps you optimize ML serving by applying batching, caching, model compilation, and latency-reduction techniques for production systems.
ml-workflow
doanchienthangdev/omgkit
2
This skill helps you design, baseline, and iteratively improve ML experiments with tracking and evaluation guidance across the full development lifecycle.
owasp
doanchienthangdev/omgkit
2
This skill helps you apply OWASP security best practices to web apps, preventing vulnerabilities through input validation, secure authentication, and proper
omega-coding
doanchienthangdev/omgkit
2
This skill boosts developer productivity by applying AI-first, specification-driven generation and iterative refinement to deliver features faster.
omega-sprint
doanchienthangdev/omgkit
2
This skill orchestrates AI-native sprint management with autonomous agent coordination and continuous delivery, helping teams ship faster with aligned tasks.
better-auth
doanchienthangdev/omgkit
2
This skill helps you implement enterprise-grade authentication with Better Auth in TypeScript/Next.js projects, covering email/password, OAuth, MFA, and
oauth
doanchienthangdev/omgkit
2
This skill helps you implement OAuth 2.0 and OpenID Connect securely, enabling social login, token management, and protected API access.
comprehensive-testing
doanchienthangdev/omgkit
2
This skill guides comprehensive 4D testing across accuracy, performance, security, and accessibility to ensure production-ready quality.
rag-systems
doanchienthangdev/omgkit
2
This skill helps you build effective Retrieval-Augmented Generation pipelines by guiding chunking, embedding, hybrid retrieval, and reranking strategies.
dora-metrics
doanchienthangdev/omgkit
2
This skill helps you measure software delivery with DORA metrics, enabling benchmarking, DevOps transformation, and data-driven improvement.
git-hooks
doanchienthangdev/omgkit
2
This skill automates Git hooks to enforce workflow rules with pre-commit checks, commit-msg validation, pre-push tests, and post-merge actions.
kubernetes
doanchienthangdev/omgkit
2
This skill helps you deploy and manage applications on Kubernetes, including deployments, services, Helm, autoscaling, and secure configuration.
django
doanchienthangdev/omgkit
2
This skill helps you build robust Django apps by applying DRF, ORM optimization, async views, and Celery patterns across models and viewsets.
laravel
doanchienthangdev/omgkit
2
This skill helps you build Laravel APIs efficiently by guiding models, controllers, resources, auth, and queues with best practices.
react
doanchienthangdev/omgkit
2
This skill helps you build production React applications with hooks, TypeScript, and performance optimization across components and UIs.
spring
doanchienthangdev/omgkit
2
This skill helps you design enterprise Spring Boot applications with JPA, security, REST APIs, and microservices patterns for scalable Java solutions.
advanced-ui-design
doanchienthangdev/omgkit
2
This skill helps you craft agency-grade interfaces by applying the BEAUTIFUL → RIGHT → SATISFYING → PEAK framework for visually stunning and usable designs.
finishing-development-branch
doanchienthangdev/omgkit
2
This skill helps finishing development branches by enforcing quality gates, clean history, and thorough PR preparation for merge readiness.
testing-anti-patterns
doanchienthangdev/omgkit
2
This skill helps you identify and fix testing anti-patterns to reduce flakiness, speed up tests, and improve maintainability.
service-mesh
doanchienthangdev/omgkit
2
This skill guides you in implementing a service mesh with Istio and Linkerd, improving traffic control, security, and observability.
dnn-architectures
doanchienthangdev/omgkit
2
This skill helps you compare and implement modern deep neural network architectures for vision, NLP, and multimodal tasks with practical examples.
performance-testing
doanchienthangdev/omgkit
2
This skill helps you implement comprehensive performance testing patterns to optimize speed, scalability, and resource efficiency across applications.
mcp-development
doanchienthangdev/omgkit
2
This skill helps you design and expose MCP servers quickly with tools, resources, and prompts to extend Claude with custom capabilities.
github-actions
doanchienthangdev/omgkit
2
This skill helps you implement GitHub Actions CI/CD workflows for builds, tests, and deployments across projects.
ml-frameworks
doanchienthangdev/omgkit
2
This skill helps you apply best practices across PyTorch, TensorFlow, and scikit-learn for efficient training, optimization, and robust model deployment.
vitest
doanchienthangdev/omgkit
2
This skill helps you write fast reliable unit and component tests with Vitest for TypeScript and JavaScript projects.
responsive
doanchienthangdev/omgkit
2
This skill helps you build responsive web layouts using mobile-first CSS, fluid typography, and container queries for adaptive UIs across devices.
api-architecture
doanchienthangdev/omgkit
2
This skill helps design scalable APIs by applying REST, GraphQL, and gRPC patterns with versioning, pagination, and robust error handling.
user-feedback
doanchienthangdev/omgkit
2
Collecting and using user feedback - explicit/implicit signals, feedback analysis, improvement loops, A/B testing. Use when improving AI systems, understanding user satisfaction, or iterating on quality.
training-data
doanchienthangdev/omgkit
2
Training data management including labeling strategies, data augmentation, handling imbalanced data, and data splitting best practices.
prisma
doanchienthangdev/omgkit
2
This skill helps you build robust database layers with Prisma by guiding schema design, migrations, and type-safe queries.
ai-system-evaluation
doanchienthangdev/omgkit
2
This skill helps you evaluate end-to-end AI system performance, guiding model selection, benchmarking, cost and latency analysis, and architecture decisions.
ai-integration
doanchienthangdev/omgkit
2
This skill helps you design and implement end-to-end AI integration patterns for vision, audio, embeddings, and RAG in applications.
real-time-systems
doanchienthangdev/omgkit
2
This skill enables building real-time features using WebSocket, SSE, and pub/sub with scalable, secure connections across multi-server deployments.
redis
doanchienthangdev/omgkit
2
This skill helps you implement Redis caching, session storage, rate limiting, pub/sub, and streams for scalable data patterns in JavaScript.
finetuning
doanchienthangdev/omgkit
2
This skill helps you determine when to finetune foundation models and apply LoRA, QLoRA, and PEFT techniques to improve domain performance and cost efficiency.
guardrails-safety
doanchienthangdev/omgkit
2
This skill helps protect AI applications by applying input/output guardrails, PII masking, toxicity detection, and injection defenses to ensure safe, compliant
inference-optimization
doanchienthangdev/omgkit
2
This skill helps optimize AI inference latency and cost by applying quantization, caching, batching, and speculative decoding techniques.
design-system-context
doanchienthangdev/omgkit
2
This skill automatically loads design system context from .omgkit/design/theme.json and enforces CSS variable usage for consistent UI.
receiving-code-review
doanchienthangdev/omgkit
2
This skill helps AI agents manage code review feedback by categorizing, replying appropriately, and extracting learnings to improve PRs.
shadcn-ui
doanchienthangdev/omgkit
2
This skill helps you build accessible UIs with shadcn/ui, Radix primitives, and React Hook Form for forms, dialogs, and composable components.
threejs
doanchienthangdev/omgkit
2
This skill helps you create immersive 3D web scenes with React Three Fiber by guiding setup, lighting, shaders, and performance patterns.
payment-integration
doanchienthangdev/omgkit
2
This skill integrates Stripe, PayPal, and LemonSqueezy for secure checkout, subscriptions, webhooks, and PCI-compliant payment flows.
sequential-thinking
doanchienthangdev/omgkit
2
This skill helps you structure complex reasoning with numbered thoughts and explicit dependencies to improve multi-step problem solving and debugging.
test-enforcement
doanchienthangdev/omgkit
2
This skill ensures tasks cannot be marked complete unless tests exist and pass, enforcing evidence-based completion for reliable code quality.
test-task-generation
doanchienthangdev/omgkit
2
This skill automatically generates comprehensive test tasks from implementation tasks, ensuring full coverage with acceptance criteria and mapping to required
mutation-testing
doanchienthangdev/omgkit
2
This skill helps you validate test quality by applying mutation testing with Stryker to reveal weak tests and improve coverage.
ml-systems
doanchienthangdev/omgkit
2
This skill helps you manage training data quality with labeling strategies, augmentation, imbalance handling, and robust data splitting for better models.