wshobson
185 skills with substantive source documentation and an official publisher or observed installation demand. Read each skill’s original documentation through its card.
wshobsonpostmortem-writing
Write effective blameless postmortems with root cause analysis, timelines, and action items. Use when conducting incident reviews, writing postmortem documents, or improving incident response processes.
- Installationen
- 2
- GitHub Stars
- 41.682
- Aktualisiert
- 24. Okt.
wshobsonpptx-deck-context
Use when preparing the narrative, sources, and design context for a new editable PPTX deck.
- Installationen
- 2
- GitHub Stars
- 41.602
- Aktualisiert
- 19. Okt.
wshobsonpptx-quality-gates
Use when validating or repairing an editable PPTX deck for geometry, accessibility, native editability, source lineage, and OOXML package integrity.
- Installationen
- 2
- GitHub Stars
- 41.682
- Aktualisiert
- 24. Okt.
wshobsonpptx-reference-deck-analysis
Use when analyzing a reference PPTX for read-only structure, theme, typography, layout rhythm, diagnostics, derived template catalogs, or safe OOXML package inspection.
- Installationen
- 2
- GitHub Stars
- 41.682
- Aktualisiert
- 24. Okt.
wshobsonpptx-visual-assets
Use when selecting and placing approved supporting icons, images, SVGs, diagrams, or infographics in an editable PPTX deck.
- Installationen
- 2
- GitHub Stars
- 41.682
- Aktualisiert
- 24. Okt.
wshobsonpreference-optimization
Align a fine-tuned model with preference data using DPO, ORPO, KTO, or SimPO. Use when preference pairs or thumbs-up/down feedback exist, when choosing between preference-optimization methods, or when a DPO run needs hyperparameters or debugging.
- Installationen
- 2
- GitHub Stars
- 41.682
- Aktualisiert
- 24. Okt.
wshobsonprojection-patterns
Build read models and projections from event streams. Use when implementing CQRS read sides, building materialized views, or optimizing query performance in event-sourced systems.
- Installationen
- 2
- GitHub Stars
- 41.682
- Aktualisiert
- 24. Okt.
wshobsonprometheus-configuration
Set up Prometheus for comprehensive metric collection, storage, and monitoring of infrastructure and applications. Use when implementing metrics collection, setting up monitoring infrastructure, or configuring alerting systems.
- Installationen
- 2
- GitHub Stars
- 41.602
- Aktualisiert
- 19. Okt.
wshobsonprotect-mcp-setup
Configure Cedar policy enforcement and Ed25519 signed receipts for Claude Code tool calls. Use when setting up projects that need cryptographic audit trails, policy-gated tool execution, or compliance-ready evidence of agent actions.
- Installationen
- 2
- GitHub Stars
- 41.602
- Aktualisiert
- 19. Okt.
wshobsonprotocol-reverse-engineering
Master network protocol reverse engineering including packet analysis, protocol dissection, and custom protocol documentation. Use when analyzing network traffic, understanding proprietary protocols, or debugging network communication.
- Installationen
- 2
- GitHub Stars
- 41.602
- Aktualisiert
- 19. Okt.
wshobsonpython-anti-patterns
Use this skill when reviewing Python code for common anti-patterns to avoid. Use as a checklist when reviewing code, before finalizing implementations, or when debugging issues that might stem from known bad practices.
- Installationen
- 2
- GitHub Stars
- 41.682
- Aktualisiert
- 24. Okt.
wshobsonpython-background-jobs
Python background job patterns including task queues, workers, and event-driven architecture. Use when implementing async task processing, job queues, long-running operations, or decoupling work from request/response cycles.
- Installationen
- 2
- GitHub Stars
- 41.682
- Aktualisiert
- 24. Okt.
wshobsonpython-configuration
Python configuration management via environment variables and typed settings. Use when externalizing config, setting up pydantic-settings, managing secrets, or implementing environment-specific behavior.
- Installationen
- 2
- GitHub Stars
- 41.602
- Aktualisiert
- 19. Okt.
wshobsonpython-observability
Python observability patterns including structured logging, metrics, and distributed tracing. Use when adding logging, implementing metrics collection, setting up tracing, or debugging production systems.
- Installationen
- 2
- GitHub Stars
- 41.602
- Aktualisiert
- 19. Okt.
wshobsonpython-resource-management
Python resource management with context managers, cleanup patterns, and streaming. Use when managing connections, file handles, implementing cleanup logic, or building streaming responses with accumulated state.
- Installationen
- 2
- GitHub Stars
- 41.602
- Aktualisiert
- 19. Okt.
wshobsonpython-type-safety
Python type safety with type hints, generics, protocols, and strict type checking. Use when adding type annotations, implementing generic classes, defining structural interfaces, or configuring mypy/pyright.
- Installationen
- 2
- GitHub Stars
- 41.602
- Aktualisiert
- 19. Okt.
wshobsonquantized-export
Export a promoted fine-tuned model in the right deployment format — merged safetensors, LoRA-only, GGUF with imatrix, or FP8. Use after a checkpoint passes promotion, when choosing a quantization format for a target device, or when an exported model fails its smoke test.
- Installationen
- 2
- GitHub Stars
- 41.682
- Aktualisiert
- 24. Okt.
wshobsonreact-modernization
Upgrade React applications to latest versions, migrate from class components to hooks, and adopt concurrent features. Use when modernizing React codebases, migrating to React Hooks, or upgrading to latest React versions.
- Installationen
- 2
- GitHub Stars
- 41.682
- Aktualisiert
- 24. Okt.
wshobsonreact-native-architecture
Build production React Native apps with Expo, navigation, native modules, offline sync, and cross-platform patterns. Use when developing mobile apps, implementing native integrations, or architecting React Native projects.
- Installationen
- 2
- GitHub Stars
- 41.682
- Aktualisiert
- 24. Okt.
wshobsonreact-native-design
Master React Native styling, navigation, and Reanimated animations for cross-platform mobile development. Use when building React Native apps, implementing navigation patterns, or creating performant animations.
- Installationen
- 2
- GitHub Stars
- 41.715
- Aktualisiert
- 26. Okt.
wshobsonreact-state-management
Master modern React state management with Redux Toolkit, Zustand, Jotai, and React Query. Use when setting up global state, managing server state, or choosing between state management solutions.
- Installationen
- 2
- GitHub Stars
- 41.682
- Aktualisiert
- 24. Okt.
wshobsonrecsys-pipeline-architect
Design 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. Use when building any system that picks "the top K items for a (user, context)" — content feeds, search ranking, RAG rerankers, task prioritizers, notification triage, ad selection.
- Installationen
- 2
- GitHub Stars
- 41.602
- Aktualisiert
- 19. Okt.
wshobsonreview-agent-setup
Configure human-in-the-loop gating for AI agent review actions in Claude Code. Use when setting up a project where an agent may post PR reviews, comments, merges, or edit CI configuration, and you want a cryptographically auditable approval trail with Cedar-enforced gates.
- Installationen
- 2
- GitHub Stars
- 41.682
- Aktualisiert
- 24. Okt.
wshobsonrisk-metrics-calculation
Calculate portfolio risk metrics including VaR, CVaR, Sharpe, Sortino, and drawdown analysis. Use when measuring portfolio risk, implementing risk limits, or building risk monitoring systems.
- Installationen
- 2
- GitHub Stars
- 41.682
- Aktualisiert
- 24. Okt.