Adds module-level _extract_lora_svd() that SVD-decomposes a weight delta into (lora_up, lora_down, alpha), supporting fixed-rank and auto-rank (energy threshold) modes with a singular value noise floor. Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>