borjamoskv

C5-REAL Workspace Skill for MLX-based LLM training, evaluation, and quantization on Apple Silicon. Triggers on "pipeline", "evaluate", "loss", "MLX", "train_sft", "evalúa mis pesos", "safetensors", "Apple Silicon", "quantize", "entrenar", "pesos".

C5-REAL backend engineering specialist. Handles Python, FastAPI, SQLite-Vec, cryptographic ledger chains, and SAGA execution boundaries. Orchestrates parallel multi-model execution.

C5-REAL frontend engineering specialist. Focuses on Vite, Astro, React, Tailwind, and UI aesthetics (Industrial Noir 2026). Orchestrates parallel multi-model execution.