4,423 skills found · Page 11 of 148
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
wshobson / react-state-managementMaster modern React state management with Redux Toolkit, Zustand, Jotai, and React Query
wshobson / trace-to-training-dataConvert evaluation traces and production logs into SFT examples and preference pairs
wshobson / rust-async-patternsMaster Rust async programming with Tokio, async traits, error handling, and concurrent patterns
wshobson / python-performance-optimizationProfile and optimize Python code using cProfile, memory profilers, and performance best practices
wshobson / session-guardUse when working on complex multi-step tasks, when a session is getting long (40+ tool calls), when the agent starts ignoring rules it followed earlier, when conventions drift, when output quality seems to degrade, or after any context compaction event.
wshobson / mobile-android-designMaster Material Design 3 and Jetpack Compose patterns for building native Android apps
wshobson / react-native-designMaster React Native styling, navigation, and Reanimated animations for cross-platform mobile development
wshobson / distributed-tracingImplement distributed tracing with Jaeger and Tempo to track requests across microservices and identify performance bottlenecks
wshobson / ai-debt-detectorUse after generating code, after accepting AI suggestions, or when reviewing AI-written modules. Also use when code works but feels brittle, when error handling seems thin, when orphaned resources or missing cleanup are suspected, or when the agent claims done but hidden debt may exist.
wshobson / superselfUse when a project keeps its state in Superself (a `<!-- superself:begin` block in AGENTS.md or CLAUDE.md, or `self setup` resolves the directory to a registered project): read `self context` at session start, attach work to a work unit, report with evidence, and record confirmed decisions so the ne…
mindsdb / mindshubThe unified workspace where open-source models get things done for you.
bytedance / UI-TARS-desktopThe Open-Source Multimodal AI Agent Stack: Connecting Cutting-Edge AI Models and Agent Infra
