12,191 skills found · Page 40 of 407
wshobson / dbt-transformation-patternsMaster dbt (data build tool) for analytics engineering with model organization, testing, documentation, and incremental strategies
wshobson / e2e-testing-patternsMaster end-to-end testing with Playwright and Cypress to build reliable test suites that catch bugs, improve confidence, and enable fast deployment
wshobson / spark-environment-setupSet up a working ML training/inference environment on NVIDIA DGX Spark (GB10, aarch64, CUDA 13)
wshobson / spark-memory-thermal-opsManage unified memory and thermals during long-running ML jobs on NVIDIA DGX Spark
wshobson / spark-training-gotchasPreflight and diagnose the ten known failure modes for ML training on NVIDIA DGX Spark
wshobson / grounded-vaultUse 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 / checkpoint-promotionGate 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 / lora-qlora-recipesConfigure LoRA and QLoRA supervised fine-tuning with current best-practice hyperparameters
wshobson / stripe-integrationImplement Stripe payment processing for robust, PCI-compliant payment flows including checkout, subscriptions, and webhooks
wshobson / backtesting-frameworksBuild robust backtesting systems for trading strategies with proper handling of look-ahead bias, survivorship bias, and transaction costs
wshobson / llm-evaluationImplement comprehensive evaluation strategies for LLM applications using automated metrics, human feedback, and benchmarking
wshobson / parallel-debuggingDebug 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 / gitlab-ci-patternsBuild GitLab CI/CD pipelines with multi-stage workflows, caching, and distributed runners for scalable automation
wshobson / multi-cloud-architectureDesign multi-cloud architectures using a decision framework to select and integrate services across AWS, Azure, GCP, and OCI
wshobson / error-handling-patternsMaster error handling patterns across languages including exceptions, Result types, error propagation, and graceful degradation to build resilient applications
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,…
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 f…
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 grown…
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 / review-agent-setupConfigure human-in-the-loop gating for AI agent review actions in Claude Code
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 / defi-protocol-templatesImplement DeFi protocols with production-ready templates for staking, AMMs, governance, and flash loans
wshobson / file-conversionUse 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-architectDesign 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 / scanScans the codebase to generate project-doc.md and AGENTS.md
wshobson / fastapi-templatesCreate production-ready FastAPI projects with async patterns, dependency injection, and comprehensive error handling
