What problem does it solve?
ComfyUI graphs frequently fail with CUDA out-of-memory errors, crawl due to shared-VRAM spill on Windows, or produce black output from incompatible attention backends, and choosing the right launch flags to fix these issues requires deep knowledge of ComfyUI's CLI options.
Core Features & Use Cases
- Symptom-to-Flag Decision Matrix: Maps concrete failure symptoms (OOM on long video, shared-VRAM creep, RAM blowup when switching models) directly to the correct flags like --novram, --reserve-vram, and --cache-none.
- Attention Backend Selection: Compares --use-ck-attention, --use-sage-attention, --use-flash-attention, and --use-pytorch-cross-attention, including the known Z-Image incompatibility with SageAttention.
- Use Case: When an LTX 2 or WAN video workflow OOMs on a 24GB GPU, use this Skill to determine the --novram --cache-none combination, or when Z-Image renders black output, switch to --use-pytorch-cross-attention.
Quick Start
Ask the AI which ComfyUI launch flags to use to fix an out-of-memory error when running a WAN video workflow on a 24GB GPU.