Use when creating Java LED patterns for the Apotheneum installation — ApotheneumPattern/ApotheneumRasterPattern, cube/cylinder geometry, doors, copy/mirror utilities, layers, MIDI, optional audio, macro-knob control, and the Chromatik package build/run flow.
Use when framing or developing a new concept — five-section template (Concept / Problem / Why interesting / State of the art / Solution / Technical), supports guided Q&A, structuring a rough dump, or critiquing a draft. Includes title suggestion.
Use when implementing advanced Swift abstractions — property wrappers, interpolation and animation primitives, custom collection types, Combine-to-async bridging, async broadcast channels, and dynamicMemberLookup.
Interact with GitHub using the `gh` CLI. Use `gh issue`, `gh pr`, `gh run`, and `gh api` for issues, PRs, CI runs, and advanced queries. Use when the user asks about GitHub issues, pull requests, workflows, or wants to interact with GitHub repositories from the command line — including tasks like check CI status, create PR, list issues, or query the GitHub API.
Use when writing Metal GPU code — compute and render pipelines, buffer management, textures, IOSurface, compute dispatch, ring buffers, shaders, and frame pacing.
Use when building visionOS apps or using RealityKit — entity-component-system architecture, custom Systems, scene subscriptions, immersive spaces, hand tracking, and multi-window scenes.
Use when live coding music with Sonic Pi — synthesis, samples, live_loop, FX chains, MIDI/OSC, rings, sequencing, and performance techniques.
Use when live coding music with Strudel — pattern-based algorithmic music in the browser using mini-notation, synths, samples, effects, scales, MIDI/OSC, and Euclidean rhythms.