Use for Conestoga game development, validation/fallback handling, UI headless toggle, and test workflow in this repo.
Expert at evolving Pydantic configuration schemas with backward compatibility and automated migrations
Use Lux3D to generate 3D models from 2D images.
Database and HTTP connection pooling patterns for Python async applications.
Cross-tool AI consultation. Use when user asks to 'consult gemini', 'ask codex', 'get second opinion', 'cross-check with claude', 'consult…
Skill for the Contact area of Securacy. 5 symbols across 1 files.
Optimizes file processing performance by using SHA-256 content hashing for robust, path-independent caching.
Use when coding standards, security patterns, or project conventions need to be discovered before implementation begins.
Generate a compact first-pass repository briefing with context-pack.
Add or evolve ContextOS runtime contracts across TypeScript types, JSON Schemas, canonical examples, documentation, and drift tests.
Open a pull request adding a local OpenDesign plugin to the OpenDesign community catalog using gh CLI.
Initialize an AIWG contribution workflow by creating a feature branch, configuring DCO, and linking a tracking issue
Guides conversion of a pre-.NET 8 Blazor Server app into a .NET 8+ Blazor Web App.
Share state between components that don't have a direct parent-child parameter relationship, using cascading values, scoped services with…
Build direct Bluetooth Low Energy workflows with Core Bluetooth.
Build, review, or improve Core Data persistence in apps that have not adopted SwiftData.
When to activate: Core Data, NSManagedObject, NSFetchRequest, NSPersistentContainer, background contexts, migrations
Enforces minimal-impact, defensive coding standards to ensure code reliability and prevent over-engineering during modifications.
Guide Core Haptics and game feedback work for Apple games.
Use for Core Location troubleshooting - no location updates, background location broken, authorization denied, geofence not triggering
Access Core Motion accelerometer, gyroscope, magnetometer, device-motion, pedometer, activity-recognition, altitude, headphone motion…