vault-process
Use when user wants to organize, classify, or process Inbox items. Triggered when intention is to transform fleeting notes into permanent knowledge. Moves notes from 00_Inbox to appropriate destinations.
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Use when user wants to organize, classify, or process Inbox items. Triggered when intention is to transform fleeting notes into permanent knowledge. Moves notes from 00_Inbox to appropriate destinations.
ALWAYS use when: creating/editing marimo notebooks, working with any .py file containing @app.cell decorators, building reactive Python notebooks, doing exploratory data analysis in notebook form, converting Ju...
Product manager for Ralph autonomous builds. Manages beads through interactive conversation. No code editing, only bead management. Use when managing work items for Ralph, resolving blocked beads, creating new...
Uses WPF Clipboard for copy/paste operations with text, images, and custom data formats. Use when implementing copy/paste functionality or inter-application data transfer.
Implements WPF drag and drop functionality using DragDrop.DoDragDrop, DataObject, and drag/drop events. Use when building file drop zones, list reordering, or inter-application data transfer.
Analyzes a project's codebase to generate a comprehensive summary including tech stack, features, and REST services, outputting the result to PROJECT_SUMMARY.md. This skill has assets directory that MUST be use...
Implements Pub-Sub patterns using System.Reactive and Channels for event-based communication in .NET. Use when building reactive applications or decoupled event-driven architectures.
Encapsulates CollectionView in Service Layer to maintain MVVM principles in WPF. Use when implementing filtering, sorting, or grouping while keeping ViewModels free of WPF dependencies.
Designs WPF solution and project structures based on Clean Architecture. Use when creating new WPF solutions, organizing layers, or establishing project naming conventions.
Implements Zero Allocation patterns using Span, ArrayPool, and ObjectPool for memory efficiency in .NET. Use when reducing GC pressure or optimizing high-performance memory operations.
Implements the Repository pattern with Service Layer for data access abstraction in .NET. Use when separating data access logic from business logic or building testable data layers.
Implements dependency injection using GenericHost in .NET Console Applications. Use when building console applications that require DI, hosted services, or background tasks.
Implements WPF routed events including Bubbling, Tunneling, and Direct strategies. Use when creating custom routed events, handling event propagation, or understanding Preview events.
Implements high-performance streaming using System.IO.Pipelines in .NET. Use when building network protocols, parsing binary data, or processing large streams efficiently.
Explains WPF Dispatcher priority system and threading patterns. Use when implementing background operations, maintaining UI responsiveness, or understanding task scheduling order.
Explains WPF content model hierarchy including ContentControl, ItemsControl, and Headered variants. Use when selecting base classes for custom controls or understanding content/items properties.
WPF CustomControl generation wizard. Specify control name and base class to auto-generate C# class and XAML style.
Configures Dependency Injection using Microsoft.Extensions.DependencyInjection and GenericHost. Use when setting up DI container, registering services, or implementing IoC patterns in .NET projects.
Tracks product completion progress across domains, features, subtasks, and quality gates. Supports hierarchical product structure.
Implements XAML behaviors and triggers using Microsoft.Xaml.Behaviors.Wpf. Use when adding interactivity to XAML without code-behind, implementing EventToCommand patterns, or creating reusable behaviors.
Implements advanced WPF data binding patterns including MultiBinding, PriorityBinding, and complex converters. Use when combining multiple values, fallback values, or implementing complex binding scenarios.
Natural language understanding, intent classification, context management, reference resolution, and conversation history analysis for agentful
Guides deployment preparation and production readiness validation
This skill should be used when the user wants to validate a looplia workflow output, check if an artifact meets validation criteria, or debug validation failures. Use when someone says "validate this looplia ou...
The default order uses GitHub repository stars from our indexed data. Stars belong to the source repository and may be shared by multiple skills. They indicate repository interest, not skill installs or an independent quality score.