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.
Read, create, update, and pick contacts using the Contacts and ContactsUI frameworks.
Audits Bounded Context communication patterns.
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.
Use when multiple consumers and providers must evolve an API or event schema without field drift, integration surprises, or one side…
Initialize an AIWG contribution workflow by creating a feature branch, configuring DCO, and linking a tracking issue
Generates standardized commit messages following Conventional Commits specifications based on staged code changes.
When writing a git commit message. When task completes and changes need committing. When project uses semantic-release, commitizen…
Convert .NET projects and solutions (.sln, .slnx) to NuGet Central Package Management (CPM) using Directory.Packages.props.
Expert Core Data guidance (iOS/macOS): stack setup, fetch requests & NSFetchedResultsController, saving/merge conflicts, threading & Swift…
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
Read and write NFC tags using CoreNFC. Use when scanning NDEF tags, reading ISO7816/ISO15693/FeliCa/MIFARE tags, writing NDEF messages…
Use when the user wants a code review of one or more EXISTING pull/merge requests — any phrasing of "review this PR/MR" with GitHub PR or…