Community-Skills
Produktivität & Zusammenarbeit
3937 skills
wshobson/ml-pipeline-workflow
Build end-to-end MLOps pipelines from data preparation through model training, validation, and…
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wshobson/hybrid-search-implementation
Combine vector and keyword search for improved retrieval. Use when implementing RAG systems,…
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wshobson/angular-migration
Migrate from AngularJS to Angular using hybrid mode, incremental component rewriting, and…
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wshobson/dbt-transformation-patterns
Master dbt (data build tool) for analytics engineering with model organization, testing,…
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wshobson/nx-workspace-patterns
Configure and optimize Nx monorepo workspaces. Use when setting up Nx, configuring project…
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wshobson/billing-automation
Build automated billing systems for recurring payments, invoicing, subscription lifecycle, and…
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wshobson/data-quality-frameworks
Implement data quality validation with Great Expectations, dbt tests, and data contracts. Use when…
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wshobson/airflow-dag-patterns
Build production Apache Airflow DAGs with best practices for operators, sensors, testing, and…
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wshobson/python-anti-patterns
Use this skill when reviewing Python code for common anti-patterns to avoid. Use as a checklist…
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wshobson/llm-evaluation
Implement comprehensive evaluation strategies for LLM applications using automated metrics, human…
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wshobson/go-concurrency-patterns
Master Go concurrency with goroutines, channels, sync primitives, and context. Use when building…
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wshobson/gitops-workflow
Implement GitOps workflows with ArgoCD and Flux for automated, declarative Kubernetes deployments…
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wshobson/embedding-strategies
Select and optimize embedding models for semantic search and RAG applications. Use when choosing…
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wshobson/python-type-safety
Python type safety with type hints, generics, protocols, and strict type checking. Use when adding…
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wshobson/unity-ecs-patterns
Master Unity ECS (Entity Component System) with DOTS, Jobs, and Burst for high-performance game…
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wshobson/python-packaging
Create distributable Python packages with proper project structure, setup.py/pyproject.toml, and…
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wshobson/bash-defensive-patterns
Master defensive Bash programming techniques for production-grade scripts. Use when writing robust…
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wshobson/memory-safety-patterns
Implement memory-safe programming with RAII, ownership, smart pointers, and resource management…
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wshobson/secrets-management
Implement secure secrets management for CI/CD pipelines using Vault, AWS Secrets Manager, or native…
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wshobson/react-modernization
Upgrade React applications to latest versions, migrate from class components to hooks, and adopt…
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wshobson/gitlab-ci-patterns
Build GitLab CI/CD pipelines with multi-stage workflows, caching, and distributed runners for…
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wshobson/python-code-style
Python code style, linting, formatting, naming conventions, and documentation standards. Use when…
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wshobson/auth-implementation-patterns
Master authentication and authorization patterns including JWT, OAuth2, session management, and…
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wshobson/changelog-automation
Automate changelog generation from commits, PRs, and releases following Keep a Changelog format.…
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wshobson/stripe-integration
Implement Stripe payment processing for robust, PCI-compliant payment flows including checkout,…
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wshobson/rag-implementation
Build Retrieval-Augmented Generation (RAG) systems for LLM applications with vector databases and…
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wshobson/architecture-decision-records
Write and maintain Architecture Decision Records (ADRs) following best practices for technical…
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wshobson/uv-package-manager
Master the uv package manager for fast Python dependency management, virtual environments, and…
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wshobson/monorepo-management
Master monorepo management with Turborepo, Nx, and pnpm workspaces to build efficient, scalable…
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wshobson/react-state-management
Master modern React state management with Redux Toolkit, Zustand, Jotai, and React Query. Use when…
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wshobson/godot-gdscript-patterns
Master Godot 4 GDScript patterns including signals, scenes, state machines, and optimization. Use…
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wshobson/react-native-architecture
Build production React Native apps with Expo, navigation, native modules, offline sync, and…
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wshobson/k8s-security-policies
Implement Kubernetes security policies including NetworkPolicy, PodSecurityPolicy, and RBAC for…
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wshobson/terraform-module-library
Build reusable Terraform modules for AWS, Azure, GCP, and OCI infrastructure following…
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wshobson/github-actions-templates
Create production-ready GitHub Actions workflows for automated testing, building, and deploying…
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wshobson/solidity-security
Master smart contract security best practices to prevent common vulnerabilities and implement…
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wshobson/backtesting-frameworks
Build robust backtesting systems for trading strategies with proper handling of look-ahead bias,…
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wshobson/async-python-patterns
Master Python asyncio, concurrent programming, and async/await patterns for high-performance…
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wshobson/database-migration
Execute database migrations across ORMs and platforms with zero-downtime strategies, data…
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wshobson/git-advanced-workflows
Master advanced Git workflows including rebasing, cherry-picking, bisect, worktrees, and reflog to…
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wshobson/rust-async-patterns
Master Rust async programming with Tokio, async traits, error handling, and concurrent patterns.…
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wshobson/security-requirement-extraction
Derive security requirements from threat models and business context. Use when translating threats…
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wshobson/modern-javascript-patterns
Master ES6+ features including async/await, destructuring, spread operators, arrow functions,…
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wshobson/javascript-testing-patterns
Implement comprehensive testing strategies using Jest, Vitest, and Testing Library for unit tests,…
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wshobson/e2e-testing-patterns
Master end-to-end testing with Playwright and Cypress to build reliable test suites that catch…
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wshobson/fastapi-templates
Create production-ready FastAPI projects with async patterns, dependency injection, and…
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wshobson/nextjs-app-router-patterns
Master Next.js 14+ App Router with Server Components, streaming, parallel routes, and advanced data…
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wshobson/code-review-excellence
Master effective code review practices to provide constructive feedback, catch bugs early, and…
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wshobson/python-testing-patterns
Implement comprehensive testing strategies with pytest, fixtures, mocking, and test-driven…
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wshobson/python-performance-optimization
Profile and optimize Python code using cProfile, memory profilers, and performance best practices.…
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wshobson/typescript-advanced-types
Master TypeScript's advanced type system including generics, conditional types, mapped types,…
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wshobson/agents
Intelligent automation and multi-agent orchestration for Claude Code
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github/arize-experiment
Creates, runs, and analyzes Arize experiments for evaluating and comparing model performance.…
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github/arize-instrumentation
Adds Arize AX tracing to an LLM application for the first time. Follows a two-phase agent-assisted…
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github/agent-owasp-compliance
Check any AI agent codebase against the OWASP Agentic Security Initiative (ASI) Top 10 risks. Use…
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github/integrate-context-matic
Discovers and integrates third-party APIs using the context-matic MCP server. Uses `fetch_api` to…
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github/arize-annotation
Creates and manages annotation configs (categorical, continuous, freeform label schemas) and…
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github/arize-evaluator
Handles LLM-as-judge evaluation workflows on Arize including creating/updating evaluators, running…
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github/roundup-setup
Interactive onboarding that learns your communication style, audiences, and data sources to…
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github/gtm-ai-gtm
Go-to-market strategy for AI products. Use when positioning AI products, handling "who is…
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