A comprehensive knowledge base for Huawei Ascend NPU development, structured as distributed Agent Skills. https://ascend-ai-coding.github.io/awesome-ascend-skills/
This repository also configures its own agents. See what awesome-ascend-skills tells them →
ascend-ai-coding/awesome-ascend-skills
Plugin Claude Code
A comprehensive knowledge base for Huawei Ascend NPU development, structured as distributed AI Agent Skills. Includes npu-smi device management, HCCL performance testing, and ATC model conversion.
ascend-ai-coding/awesome-ascend-skills
Plugin Claude Code
Bundles 7 skills · 905 tokens together
A starter package for Huawei Ascend development that includes device checks, container support, and basic PyTorch NPU capabilities. It is intended as the first setup step for general projects.
ascend-ai-coding/awesome-ascend-skills
Plugin Claude Code
Bundles 7 skills · 748 tokens together
An installation package for Ascend model conversion, quantization, inference deployment, and evaluation. It includes tools and guides for vLLM-Ascend, ais-bench, Diffusers, and related model workflows.
ascend-ai-coding/awesome-ascend-skills
Plugin Claude Code
Bundles 14 skills · 1,205 tokens together
A toolkit for AI for Science work on Huawei Ascend processors, covering profiling, model migration, and TensorFlow or Keras workflow choices. AI for Science means using machine learning to study scientific problems.
ascend-ai-coding/awesome-ascend-skills
Plugin Claude Code
Bundles 3 skills · 281 tokens together
A set of skills for running Diffusers, a library for image and other generative AI models, on Huawei Ascend NPU processors. It covers environment setup, model weights, and pipeline inference.
ascend-ai-coding/awesome-ascend-skills
Plugin Claude Code
Bundles 2 skills · 215 tokens together
A research tool that collects developer feedback from the Huawei Ascend community forum and identifies usability problems, failures, and error reports within a chosen time range.
ascend-ai-coding/awesome-ascend-skills
Plugin Claude Code
Bundles 14 skills · 1,205 tokens together
AI for Science skill set for Huawei Ascend NPU. Includes a main routing skill for profiling collection, model migration, and TensorFlow route selection, plus specialized leaf skills for Boltz2, BoltzGen, DeepFRI, DiffSBDD, GENERator, OligoFormer, ProteinBERT, TensorFlow Community deployment, TF-to-PyTorch conversion…
ascend-ai-coding/awesome-ascend-skills
Plugin Claude Code
Bundles 11 skills · 1,407 tokens together
A set of skills for optimizing AI model inference on Huawei Ascend NPU. Inference is the process of using a trained model to produce results.
ascend-ai-coding/awesome-ascend-skills
Plugin Claude Code
Bundles 2 skills · 162 tokens together
A pair of code-review skills for Ascend C, Huawei’s language and development environment for Ascend NPU operators, with code-review rules and API documentation lookup.
ascend-ai-coding/awesome-ascend-skills
Plugin Claude Code
Bundles 15 skills · 1,532 tokens together
A large collection of skills for directly developing Ascend C kernels, which are low-level computation code for Huawei Ascend processors.
ascend-ai-coding/awesome-ascend-skills
Plugin Claude Code
Bundles 12 skills · 1,286 tokens together
A set of eight skills for developing PyPTO operators, including API discovery, test-data generation, implementation, tuning, and precision debugging.
ascend-ai-coding/awesome-ascend-skills
Plugin Claude Code
Bundles 5 skills · 548 tokens together
A set of five skills for developing TileLang operators, which are low-level functions used to perform computations efficiently on hardware.
ascend-ai-coding/awesome-ascend-skills
Plugin Claude Code
Bundles 6 skills · 843 tokens together
A set of six skills for using PyTorch graph features on Huawei Ascend NPUs, including code templates and error diagnosis.
ascend-ai-coding/awesome-ascend-skills
Plugin Claude Code
Bundles 6 skills · 602 tokens together
A set of six skills for generating and improving Triton-Ascend operators, which are computation functions written for Ascend processors.
ascend-ai-coding/awesome-ascend-skills
Plugin Claude Code
Bundles 91 skills · 7,386 tokens together
A collection of 91 skills for working with Huawei Ascend AI processors, including code analysis, research-paper discovery, inference repositories, and model migration.
ascend-ai-coding/awesome-ascend-skills
Plugin Claude Code
Bundles 9 skills · 917 tokens together
A collection of nine skills for analysing Huawei Ascend performance data and improving related development workflows.
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