wshobson
Showing 61–120 of 163 skills · Page 2 of 3
wshobson / python-resource-management
39.9kPython resource management with context managers, cleanup patterns, and streaming
wshobson / python-testing-patterns
39.9kImplement comprehensive testing strategies with pytest, fixtures, mocking, and test-driven development
wshobson / react-modernization
39.9kUpgrade React applications to latest versions, migrate from class components to hooks, and adopt concurrent features
wshobson / saga-orchestration
39.9kImplement saga patterns for distributed transactions and cross-aggregate workflows. Use this skill when implementing distributed transactions across microservices where 2PC is unavailable, designing compensating actions for failed order workflows that span inventory, payment, and shipping services,…
wshobson / secrets-management
39.9kImplement secure secrets management for CI/CD pipelines using Vault, AWS Secrets Manager, or native platform solutions
wshobson / signed-audit-trails-recipe
39.9kStep-by-step cookbook for setting up cryptographically signed audit trails on Claude Code tool calls
wshobson / social-publishing
39.9kSchedule and publish social media posts across 13 platforms (X, LinkedIn, Instagram, Facebook Pages, TikTok, Discord, Telegram, YouTube, Reddit, WordPress, Pinterest) via the SocialClaw API
wshobson / sql-optimization-patterns
39.9kMaster SQL query optimization, indexing strategies, and EXPLAIN analysis to dramatically improve database performance and eliminate slow queries
wshobson / task-coordination-strategies
39.9kDecompose complex tasks, design dependency graphs, and coordinate multi-agent work with proper task descriptions and workload balancing. Use this skill when breaking down work for agent teams, managing task dependencies, or monitoring team progress.
wshobson / team-composition-patterns
39.9kDesign optimal agent team compositions with sizing heuristics, preset configurations, and agent type selection. Use this skill when deciding how many agents to spawn for a task, when choosing between a review team versus a feature team versus a debug team, when selecting the correct subagent_type fo…
wshobson / terraform-module-library
39.9kBuild reusable Terraform modules for AWS, Azure, GCP, and OCI infrastructure following infrastructure-as-code best practices
wshobson / turborepo-caching
39.9kConfigure Turborepo for efficient monorepo builds with local and remote caching
wshobson / web3-testing
39.9kTest smart contracts comprehensively using Hardhat and Foundry with unit tests, integration tests, and mainnet forking
wshobson / api-design-principles
39.9kMaster REST and GraphQL API design principles to build intuitive, scalable, and maintainable APIs that delight developers
wshobson / backtesting-frameworks
39.9kBuild robust backtesting systems for trading strategies with proper handling of look-ahead bias, survivorship bias, and transaction costs
wshobson / checkpoint-promotion
39.9kGate fine-tuned checkpoints with drift budgets, paired comparison, and forgetting checks before promotion. Use after a training run produces a checkpoint, when deciding whether a tuned model ships, or when a promoted model needs re-gating against updated goldens.
wshobson / dbt-transformation-patterns
39.9kMaster dbt (data build tool) for analytics engineering with model organization, testing, documentation, and incremental strategies
wshobson / deployment-pipeline-design
39.9kDesign multi-stage CI/CD pipelines with approval gates, security checks, and deployment orchestration. Use this skill when designing zero-downtime deployment pipelines, implementing canary rollout strategies, setting up multi-environment promotion workflows, or debugging failed deployment gates in C…
wshobson / e2e-testing-patterns
39.9kMaster end-to-end testing with Playwright and Cypress to build reliable test suites that catch bugs, improve confidence, and enable fast deployment
wshobson / grounded-vault
39.9kUse when maintaining a durable Markdown knowledge store that agents compile from sources, when every number or quote in a wiki page must trace back to an immutable source, or when compiled pages need cheap drift detection against the code they describe.
wshobson / lora-qlora-recipes
39.9kConfigure LoRA and QLoRA supervised fine-tuning with current best-practice hyperparameters
wshobson / multi-reviewer-patterns
39.9kCoordinate parallel code reviews across multiple quality dimensions with finding deduplication, severity calibration, and consolidated reporting. Use this skill when organizing multi-reviewer code reviews, calibrating finding severity, or consolidating review results.
wshobson / spark-environment-setup
39.9kSet up a working ML training/inference environment on NVIDIA DGX Spark (GB10, aarch64, CUDA 13)
wshobson / spark-memory-thermal-ops
39.9kManage unified memory and thermals during long-running ML jobs on NVIDIA DGX Spark
wshobson / spark-training-gotchas
39.9kPreflight and diagnose the ten known failure modes for ML training on NVIDIA DGX Spark
wshobson / stripe-integration
39.9kImplement Stripe payment processing for robust, PCI-compliant payment flows including checkout, subscriptions, and webhooks
wshobson / temporal-python-testing
39.9kTest Temporal workflows with pytest, time-skipping, and mocking strategies. Covers unit testing, integration testing, replay testing, and local development setup
wshobson / maverick-mcp
721Stock market MCP server for Yahoo Finance data, technical analysis, portfolio tracking, and Python backtesting. Runs locally with no API key for core tools.
wshobson / bats-testing-patterns
39.9kMaster Bash Automated Testing System (Bats) for comprehensive shell script testing
wshobson / error-handling-patterns
39.9kMaster error handling patterns across languages including exceptions, Result types, error propagation, and graceful degradation to build resilient applications
wshobson / gitlab-ci-patterns
39.9kBuild GitLab CI/CD pipelines with multi-stage workflows, caching, and distributed runners for scalable automation
wshobson / llm-evaluation
39.9kImplement comprehensive evaluation strategies for LLM applications using automated metrics, human feedback, and benchmarking
wshobson / multi-cloud-architecture
39.9kDesign multi-cloud architectures using a decision framework to select and integrate services across AWS, Azure, GCP, and OCI
wshobson / on-call-handoff-patterns
39.9kMaster 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,…
wshobson / parallel-debugging
39.9kDebug complex issues using competing hypotheses with parallel investigation, evidence collection, and root cause arbitration. Use this skill when debugging bugs with multiple potential causes, performing root cause analysis, or organizing parallel investigation workflows.
wshobson / preference-optimization
39.9kAlign a fine-tuned model with preference data using DPO, ORPO, KTO, or SimPO
wshobson / prompt-engineering-patterns
39.9kThis 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 f…
wshobson / python-design-patterns
39.9kPython 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 grown…
wshobson / python-packaging
39.9kCreate distributable Python packages with proper project structure, setup.py/pyproject.toml, and publishing to PyPI
wshobson / python-type-safety
39.9kPython type safety with type hints, generics, protocols, and strict type checking
wshobson / review-agent-setup
39.9kConfigure human-in-the-loop gating for AI agent review actions in Claude Code
wshobson / sast-configuration
39.9kConfigure Static Application Security Testing (SAST) tools for automated vulnerability detection in application code
wshobson / vision-sft
39.9kFine-tune vision-language models (VLMs) with supervised learning on image+text data
wshobson / defi-protocol-templates
39.9kImplement DeFi protocols with production-ready templates for staking, AMMs, governance, and flash loans
wshobson / file-conversion
39.9kUse when the user needs a local file converted between common image, audio, video, document, or data formats. Select installed tools, preserve originals, and verify the output.
wshobson / recsys-pipeline-architect
39.9kDesign composable recommendation, ranking, and feed pipelines using the six-stage Source→Hydrator→Filter→Scorer→Selector→SideEffect framework popularized by xAI's open-sourced X For You algorithm
wshobson / scan
39.9kScans the codebase to generate project-doc.md and AGENTS.md
wshobson / changelog-automation
39.9kAutomate changelog generation from commits, PRs, and releases following Keep a Changelog format
wshobson / data-quality-frameworks
39.9kImplement data quality validation with Great Expectations, dbt tests, and data contracts
wshobson / fastapi-templates
39.9kCreate production-ready FastAPI projects with async patterns, dependency injection, and comprehensive error handling
wshobson / gdpr-data-handling
39.9kImplement GDPR-compliant data handling with consent management, data subject rights, and privacy by design
wshobson / go-concurrency-patterns
39.9kMaster Go concurrency with goroutines, channels, sync primitives, and context
wshobson / grpo-rlvr-training
39.9kTrain reasoning and verifiable-task behavior with GRPO and reinforcement learning from verifiable rewards (RLVR)
wshobson / memory-safety-patterns
39.9kImplement memory-safe programming with RAII, ownership, smart pointers, and resource management across Rust, C++, and C
wshobson / nextjs-app-router-patterns
39.9kMaster Next.js 14+ App Router with Server Components, streaming, parallel routes, and advanced data fetching
wshobson / paypal-integration
39.9kIntegrate PayPal payment processing with support for express checkout, subscriptions, and refund management
wshobson / react-native-architecture
39.9kBuild production React Native apps with Expo, navigation, native modules, offline sync, and cross-platform patterns
wshobson / react-state-management
39.9kMaster modern React state management with Redux Toolkit, Zustand, Jotai, and React Query
wshobson / rust-async-patterns
39.9kMaster Rust async programming with Tokio, async traits, error handling, and concurrent patterns
wshobson / spark-optimization
39.9kOptimize Apache Spark jobs with partitioning, caching, shuffle optimization, and memory tuning