3,638 skills found · Page 10 of 122
wshobson / connectivity-triageUse this skill when debugging active macOS connectivity failures, when an API or MCP service times out or disconnects, when DNS resolution is failing or inconsistent, or when video calls or other interactive traffic show packet loss or latency.
wshobson / slo-implementationDefine and implement Service Level Indicators (SLIs) and Service Level Objectives (SLOs) with error budgets and alerting
wshobson / binary-analysis-patternsMaster binary analysis patterns including disassembly, decompilation, control flow analysis, and code pattern recognition
wshobson / memory-forensicsMaster memory forensics techniques including memory acquisition, process analysis, and artifact extraction using Volatility and related tools
wshobson / competitive-landscapeAnalyze competition, identify differentiation opportunities, and develop winning market positioning strategies using Porter's Five Forces, Blue Ocean Strategy, and positioning maps.
wshobson / startup-financial-modelingBuild comprehensive 3-5 year financial models with revenue projections, cost structures, cash flow analysis, and scenario planning for early-stage startups.
wshobson / startup-metrics-frameworkTrack, calculate, and optimize key performance metrics for SaaS, marketplace, consumer, and B2B startups from seed through Series A, including unit economics, growth efficiency, and cash management.
wshobson / architecture-patternsImplement proven backend architecture patterns including Clean Architecture, Hexagonal Architecture, and Domain-Driven Design.
wshobson / monorepo-managementMaster monorepo management with Turborepo, Nx, and pnpm workspaces to build efficient, scalable multi-package repositories with optimized builds and dependency management
wshobson / eval-harness-firstBuild the evaluation harness that gates every fine-tuning run — golden sets, per-failure-mode graders, judge calibration, and base-model baselines
wshobson / finetuning-method-selectionDecide whether to fine-tune at all, and route to the right method (SFT, DPO/ORPO/KTO, GRPO/RLVR, continued pretraining) and base model
wshobson / async-python-patternsMaster Python asyncio, concurrent programming, and async/await patterns for high-performance applications
wshobson / python-configurationPython configuration management via environment variables and typed settings
wshobson / python-error-handlingPython error handling patterns including input validation, exception hierarchies, and partial failure handling
wshobson / python-project-structurePython project organization, module architecture, and public API design
wshobson / interaction-designDesign and implement microinteractions, motion design, transitions, and user feedback patterns
wshobson / mobile-ios-designMaster iOS Human Interface Guidelines and SwiftUI patterns for building native iOS apps
wshobson / multi-reviewer-patternsCoordinate 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 / api-design-principlesMaster REST and GraphQL API design principles to build intuitive, scalable, and maintainable APIs that delight developers
wshobson / spark-training-gotchasPreflight and diagnose the ten known failure modes for ML training on NVIDIA DGX Spark
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 / 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 / preference-optimizationAlign a fine-tuned model with preference data using DPO, ORPO, KTO, or SimPO
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 / review-agent-setupConfigure human-in-the-loop gating for AI agent review actions in Claude Code
wshobson / fastapi-templatesCreate production-ready FastAPI projects with async patterns, dependency injection, and comprehensive error handling
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
