10,192 skills found ¡ Page 34 of 340
wshobson / on-call-handoff-patternsMaster on-call shift handoffs with context transfer, escalation procedures, and documentation. Use this skill when transitioning on-call responsibilities between engineers and ensuring the incoming responder has full situational awareness, when writing a shift summary that captures active incidents,âĻ
wshobson / prompt-engineering-patternsThis skill should be used when the user asks to "optimize a prompt", "improve prompt performance", "design a prompt template", "write better prompts", "debug prompt issues", "use chain-of-thought", "structured prompting", "few-shot prompting", or wants to apply advanced prompt engineering patterns fâĻ
wshobson / preference-optimizationAlign a fine-tuned model with preference data using DPO, ORPO, KTO, or SimPO
wshobson / vision-sftFine-tune vision-language models (VLMs) with supervised learning on image+text data
wshobson / python-design-patternsPython design patterns including KISS, Separation of Concerns, Single Responsibility, and composition over inheritance. Use this skill when designing a new service or component from scratch and choosing how to layer responsibilities, when refactoring a God class or monolithic function that has grownâĻ
wshobson / python-packagingCreate distributable Python packages with proper project structure, setup.py/pyproject.toml, and publishing to PyPI
wshobson / python-type-safetyPython type safety with type hints, generics, protocols, and strict type checking
wshobson / sast-configurationConfigure Static Application Security Testing (SAST) tools for automated vulnerability detection in application code
wshobson / bats-testing-patternsMaster Bash Automated Testing System (Bats) for comprehensive shell script testing
wshobson / fastapi-templatesCreate production-ready FastAPI projects with async patterns, dependency injection, and comprehensive error handling
wshobson / data-quality-frameworksImplement data quality validation with Great Expectations, dbt tests, and data contracts
wshobson / spark-optimizationOptimize Apache Spark jobs with partitioning, caching, shuffle optimization, and memory tuning
wshobson / changelog-automationAutomate changelog generation from commits, PRs, and releases following Keep a Changelog format
wshobson / nextjs-app-router-patternsMaster Next.js 14+ App Router with Server Components, streaming, parallel routes, and advanced data fetching
wshobson / react-native-architectureBuild production React Native apps with Expo, navigation, native modules, offline sync, and cross-platform patterns
wshobson / react-state-managementMaster modern React state management with Redux Toolkit, Zustand, Jotai, and React Query
wshobson / tailwind-design-systemBuild scalable design systems with Tailwind CSS v4, design tokens, component libraries, and responsive patterns
wshobson / gdpr-data-handlingImplement GDPR-compliant data handling with consent management, data subject rights, and privacy by design
wshobson / grpo-rlvr-trainingTrain reasoning and verifiable-task behavior with GRPO and reinforcement learning from verifiable rewards (RLVR)
wshobson / trace-to-training-dataConvert evaluation traces and production logs into SFT examples and preference pairs
wshobson / paypal-integrationIntegrate PayPal payment processing with support for express checkout, subscriptions, and refund management
wshobson / threat-mitigation-mappingMap identified threats to appropriate security controls and mitigations
wshobson / go-concurrency-patternsMaster Go concurrency with goroutines, channels, sync primitives, and context
wshobson / memory-safety-patternsImplement memory-safe programming with RAII, ownership, smart pointers, and resource management across Rust, C++, and C
wshobson / rust-async-patternsMaster Rust async programming with Tokio, async traits, error handling, and concurrent patterns
wshobson / avoid-ai-writingAudit and rewrite prose so it stops reading as machine-generated. Use this skill when asked to remove AI-isms, clean up AI writing, edit a draft for AI tells, audit a README, changelog, release note, PR description, or blog post for machine-sounding prose, or make text sound less like AI.
wshobson / cqrs-implementationImplement Command Query Responsibility Segregation for scalable architectures
wshobson / embedding-strategiesSelect and optimize embedding models for semantic search and RAG applications
wshobson / rag-implementationBuild Retrieval-Augmented Generation (RAG) systems for LLM applications with vector databases and semantic search
wshobson / python-performance-optimizationProfile and optimize Python code using cProfile, memory profilers, and performance best practices
