Official AI Skills

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This section is under construction. It will document the official MLIR-AIR agent skills for end-to-end LLM deployment on AMD spatial NPUs.

MLIR-AIR ships a set of AI agent skills that automate deploying a new decoder-only LLM onto AMD NPU2 — from CPU reference through per-kernel validation, single-block and full-model correctness, prefill/decode optimization, and independent evaluation. The methodology behind these skills is described in our MLArchSys 2026 paper; see Used in / Cited in for how to cite it.