quark-onnx-model-intake

name

quark-onnx-model-intake

description

Inspect a target ONNX model and prepare metadata for Quark ONNX PTQ planning. Use for `.onnx` path validation, opset / IR version detection, input-output shape and dtype discovery, op-type histogram, quantizable-op counting, deployment-target compatibility checks (CPU / CUDA / ROCm / AMD NPU CNN / AMD NPU Transformer), and risk assessment. Trigger for "analyze my ONNX model", "check this onnx model", "what opset is this", "can Quark quantize this .onnx", "is my model NPU-compatible", "does my model already have QDQ", "is my model larger than 2 GB", or before any ONNX quantization step that needs model facts that are missing.

Read and follow the instructions in .claude/skills-impl/l1-atomic/onnx/quark-onnx-model-intake/SKILL.md.