satellites-pilot
Expert in Gravito Satellite modules. Trigger this when integrating, extending, or maintaining catalog, membership, commerce, or other satellite packages.
Expert in Gravito Satellite modules. Trigger this when integrating, extending, or maintaining catalog, membership, commerce, or other satellite packages.
Add or modify PooCommerce backend PHP code following project conventions. Use when creating new classes, methods, hooks, or modifying existing backend code. **MUST be invoked before writing any PHP unit tests.**
Explain how code implementations work
Production-grade skill for safe and efficient C++ memory management. Covers RAII, smart pointers, custom allocators, memory pools, and leak detection techniques.
Design new unit modules for dimtensor. Use when creating astronomy, chemistry, engineering, or other domain-specific units.
Guides users on error conversion patterns, From trait implementations, and the ? operator. Activates when users need to convert between error types or handle multiple error types in a function.
Add or modify AI primitive definitions in the data layer with correct typing and complete metadata. Use when adding new primitives, updating descriptions, or extending primitive categories.
DSPy-based mobility optimization with temporal patterns, handover management, and 15% improvement target. Uses program synthesis and LLM reasoning for proactive mobility optimization and intelligent handover decision-making.
Complete setup for AMD Strix Halo (Ryzen AI MAX+ 395) PyTorch environments. Handles ROCm installation verification, PyTorch community builds (official wheels don't work with gfx1151), GTT memory configuration, and environment setup. Creates ready-to-use ML workspaces for running 30B parameter models.
UV/UVX/Ruff toolchain for DiscoHy Thread Operad with Python packaging and linting
Comprehensive RAN optimization with swarm coordination, cognitive consciousness, and 15-minute closed-loop autonomous cycles. Use when optimizing RAN performance, implementing self-healing networks, deploying swarm-based optimization, or enabling cognitive RAN consciousness.
UV/UVX/Ruff toolchain for DiscoHy Thread Operad with Python packaging and linting
Guides users through migrating to Rust 2024 edition features including let chains, async closures, and improved match ergonomics. Activates when users work with Rust 2024 features or nested control flow.
RAN energy efficiency optimization with cognitive consciousness, predictive power management, and autonomous energy-saving strategies for sustainable network operations. Use when optimizing RAN energy consumption, implementing green network strategies, reducing operational costs, or enabling energy-efficient 5G networks.
Paperback-compatible extension runtime and source API
Invoke SYNTHESIZER Deputy for operations, execution, and cross-domain coordination.