ascend-ai-coding/awesome-ascend-skills

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external-mindstudio-github-raw-fetch 当用户提供 GitHub 文件页面链接，或希望读取某个仓库中的源码、配置、README、Markdown、docs 内容时，使用此技能。技能不仅…

ascend-ai-coding/awesome-ascend-skills

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external-mindstudio-mindstudio_profiler_data_check 当用户提供 MindStudio profiler 采集的性能数据（框架 profiler、msprof 命令行）时，对数据完整性、采集状态及关键配置进行…

ascend-ai-coding/awesome-ascend-skills

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external-mindstudio-op-mfu-calculator 计算算子（如 matmul/GEMM）的 MFU（Machine FLOP Utilization），并给出清晰的公式和推导过程。

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external-gitcode-ascend-ascend-profiling-anomaly Analyze Huawei Ascend NPU profiling data to discover hidden performance anomalies and produce a detailed model archit…

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external-gitcode-ascend-vector-triton-ascend-ops-optimizer 昇腾（Ascend） NPU 上 Triton 算子深度性能优化技能（Skill），致力于实现用户要求的 Triton 算子性能提升。核心技术包括但…

ascend-ai-coding/awesome-ascend-skills

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external-gitcode-ascend-ascend-inference-repos-copilot 昇腾（Ascend）推理生态开源代码仓库智能问答专家旨在为 vLLM、vLLM-Ascend、MindIE-LLM、MindIE-SD、MindIE-Motor、MindIE-T…

ascend-ai-coding/awesome-ascend-skills

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external-gitcode-ascend-npu-adapter-reviewer

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external-gitcode-ascend-simple-vector-triton-gpu-to-npu 将简单Vector类型Triton算子从GPU迁移到昇腾NPU。当用户需要迁移Triton代码到NPU、提到GPU到NPU迁移、Triton迁移、昇腾适配时…

ascend-ai-coding/awesome-ascend-skills

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external-gitcode-ascend-skill-auditor Comprehensive security auditor for AI agent skills, prompts, and instructions. Checks for typosquatting, dangerous pe…

ascend-ai-coding/awesome-ascend-skills

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external-mindstudio-document-ux-review

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github-issue-rca GitHub Issue root cause analysis skill. Analyze specified GitHub issues to identify possible root causes by examining…

ascend-ai-coding/awesome-ascend-skills

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msmodelslim-quant 华为昇腾 NPU 服务器模型quant工具技能，专为在昇腾 NPU 卡上进行大语言模型quant加速，聚焦于msmodelslim已验证模型的快速量…

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pytorch-profiling-collection 使用 torch_npu.profiler 在非 MindSpeed-LLM 与非 MindSpeed-MM 的训练/推理脚本中采集 Ascend NPU Profiling 数据。覆盖 le…

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verl-quickstart Generates an executable, end-to-end VERL reinforcement learning quickstart runbook for Ascend/NPU (docker image, data…

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ascend-migration-analysis

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migration-ascend-torchnpu-skills Guides migration of traditional models from CPU/GPU to Ascend NPU. Invoke when user needs to adapt PyTorch code for A…

ascend-ai-coding/awesome-ascend-skills

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npu-torchair-infer Migrate any HuggingFace model to Ascend NPU torchair graph mode (torch.compile) and benchmark it for accuracy and per…

ascend-ai-coding/awesome-ascend-skills

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ai-for-science-ankh Ankh 蛋白质语言模型昇腾 NPU 迁移 Skill，适用于 Ankh base/large、Ankh3 large/XL 以及同类基于 HuggingFace Transformers …

ascend-ai-coding/awesome-ascend-skills

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external-gitcode-ascend-ascendc-operator-performance-optim 排查并优化 Ascend C 算子性能。当用户开发、审查或优化 Ascend C kernel 算子时使用，或当用户提及 Ascend C 性能优化、算子…

ascend-ai-coding/awesome-ascend-skills

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external-gitcode-ascend-catlass-operator-design 将用户基于CATLASS开发算子的需求转变为具体的设计文档

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external-gitcode-ascend-triton-operator-precision-eval Triton 算子精度评估。与 PyTorch 参考实现对比，自动计算误差指标，生成标准化精度报告。关键词：精度测试、precision evalu…

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external-mindstudio-gitcode-code-reviewer 用于审查 GitCode PR，并结合 PR metadata、diff 与整个代码仓上下文生成深度审查结论或发布逐行评论。当用户希望 review Git…

ascend-ai-coding/awesome-ascend-skills

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external-mindstudio-msmodelslim-model-adapt 为 msModelSlim 创建基础 Transformers 模型适配器（Model Adapter）。 包含创建适配器、实现必需接口及四步验证流程。 适用…

ascend-ai-coding/awesome-ascend-skills

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external-mindstudio-msmodelslim-model-analysis 在实现适配器前对候选模型做分析。确定模型实现来源（transformers 或模型目录）、结构特征、是否需逐层加载及 MoE 融合权重…

ascend-ai-coding/awesome-ascend-skills

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inferencex-report Automatically fetch InferenceX benchmark data and generate daily performance reports for LLM inference on various har…

ascend-ai-coding/awesome-ascend-skills

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mindspeed-mm-train-profiler 指导并自动化完成昇腾 NPU 上 MindSpeed-MM 模型训练的 Profiling 数据采集。通过识别训练脚本，自动找到配置文件并启用内置 …

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mindspeed-mm-weight-prep MindSpeed-MM weight conversion guide using mm-convert CLI tool. Covers HuggingFace to MindSpeed-MM format conversion,…

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external-gitcode-ascend-ascend-npu-driver-install 能完成昇腾NPU驱动和固件安装部署，实现安装包正则匹配提取、按需添加可执行权限、Python+Shell双重包校验、系统依赖先验后装…

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external-gitcode-ascend-ascendc-operator-code-gen 根据设计文档生成 AscendC 算子完整代码实现并完成框架适配。TRIGGER when: 设计文档已完成，需要生成 op_host/op_kernel 代…

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external-gitcode-ascend-ascendc-operator-code-review

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external-gitcode-ascend-ascendc-operator-compile-debug 编译安装 AscendC 算子并执行精度测试。TRIGGER when: 算子代码生成完成后需要编译验证、安装 whl 包、运行精度测试，或编译/…

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external-gitcode-ascend-ascendc-operator-design 完成AscendC算子设计 - 帮助用户完成算子的架构设计、接口定义和性能规划。当用户提到算子设计、算子开发、tiling策略、内存…

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external-gitcode-ascend-ascendc-operator-dev AscendC算子端到端开发编排器。当用户需要开发新算子、实现自定义算子、或完成从需求到测试的完整流程时使用。关键词：算子开…

ascend-ai-coding/awesome-ascend-skills

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external-gitcode-ascend-ascendc-operator-doc-gen 为AscendC算子生成PyTorch风格的接口文档（README.md）。触发场景：编译调试通过后需要生成接口文档，或用户提到"生成算子文…

ascend-ai-coding/awesome-ascend-skills

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external-gitcode-ascend-ascendc-operator-performance-eval 在 ascend-kernel 的 csrc/ops/<op>/test 下维护仅含 JSONL 的 profiler 性能用例，使用 torch_npu.profiler（固定 warmup=5…

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external-gitcode-ascend-ascendc-operator-precision-debug

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external-gitcode-ascend-ascendc-operator-precision-eval

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external-gitcode-ascend-ascendc-operator-project-init

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external-gitcode-ascend-ascendc-operator-testcase-gen 完成AscendC算子验证用例生成 - 帮助用户完成testcase设计。当用户提到用例设计、泛化用例生成、算子标杆、UT用例、精度用例…

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external-gitcode-ascend-auto-bug-fixer Use when encountering bugs, test failures, or error logs that need root cause analysis and fix generation

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external-gitcode-ascend-auto-develop-test-gen 开发者测试自动补全技能 - 为函数和类生成高质量单元测试，分析覆盖率盲区并生成高价值补充测试，提升有效覆盖率。

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external-gitcode-ascend-cann-operator-env-config 提供昇腾NPU的CANN安装指导。当用户需要安装CANN、配置昇腾环境或解决安装问题时调用。

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external-gitcode-ascend-catlass-operator-code-gen 根据CATLASS算子设计文档生成算子工程交付件

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external-gitcode-ascend-catlass-operator-dev Catlass 算子端到端开发编排器。基于 ascend-kernel（csrc/ops），串联 catlass 设计、catlass-operator-code-gen 与 ascendc…

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external-gitcode-ascend-catlass-operator-performance-optim 指导 Catlass 算子性能调优。流程：阅读 catlass 优化指南、获取/更新 profiler 基线、按指南修改 tiling、重新编译、**强制…

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external-gitcode-ascend-megatron-change-analyzer Analyze official Megatron-LM commits, PRs, and branch change sets to identify feature evolution, candidate breaking c…

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external-gitcode-ascend-megatron-commit-tracker Track and normalize change requests against the official Megatron-LM repository by branch, PR, commit, commit range, …

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external-gitcode-ascend-megatron-impact-mapper Map migration-relevant Megatron changes onto the official MindSpeed repository by resolving branch alignment, locatin…

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external-gitcode-ascend-megatron-migration-generator Generate migration deliverables for bringing relevant Megatron changes into MindSpeed after branch alignment and impa…

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external-gitcode-ascend-msverl-daily-regression-triage Triage a daily msverl regression run by reading the baseline comparison log, stopping on success, extracting the most…

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