Set up and manage local skills for automatic matching and invocation
Use when implementing localization (i18n/l10n) — TranslationServer, CSV/PO translation files, locale switching, RTL support, and…
Use when localizing apps, using String Catalogs, generating type-safe symbols (Xcode 26+), handling plurals, RTL layouts, locale-aware…
Designs location-based augmented reality experiences with geospatial anchoring, GPS integration, and real-world interactive overlays.
Run Python code in the cloud with serverless containers, GPUs, and autoscaling.
Codified expertise for handling freight exceptions, shipment delays, damages, losses, and carrier disputes.
Long-form and episodic video production pipeline (1-10 min, YouTube/web).
OpenDesign's unit-economics and BYOK cost model: the assumptions, the sensitivity, and why it scales.
Tracking AI product quality over time — drift, degradation, and improvement.
Use when building anything whose success is judged by eye rather than by tests - generative or procedural visual output, UI look and feel…
Configure LoRA and QLoRA supervised fine-tuning with current best-practice hyperparameters.
Optimizes code navigation by prioritizing Language Server Protocol (LSP) tools for precise symbol tracking and structural analysis.
Metrics architecture — produce a complete metrics plan given a product description.
Master SQL query optimization, indexing strategies, and EXPLAIN analysis to dramatically improve database performance and eliminate slow…
Review a proposed or completed code change for correctness, maintainability, architecture, test evidence, and proportionate performance…
Perform a focused, read-only security review of code, configuration, infrastructure, or a diff.
Deep expertise in M365 service desk automation — safe guided workflows for common IT tickets including shared mailbox access, MFA reset…
Use when building ML/AI apps in Rust. Keywords: machine learning, ML, AI, tensor, model, inference, neural network, deep learning…
Generates minimal macOS Seatbelt sandbox configurations.
Manage persistent macOS software installations with Homebrew Bundle, mise, Mac App Store, and fnox.
Email deliverability best practices and troubleshooting