tilelang-cube-skill

TileLang npuir Cube 算子开发指南。用户提及 GEMM、matmul、batch gemm、L1/L0C、load_nd2nz、store_fixpipe、NZ 格式、Cube scope、矩阵分块与流水优化时必须使用本技能。

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Repository: tile-ai/tilelang-mlir-ascend
Last source activity: April 10, 2026 at 14:25
Detected SKILL.md language: English
Stars: 24
Forks: 37

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npx skills add https://github.com/tile-ai/tilelang-mlir-ascend --skill tilelang-cube-skill

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4 files

SKILL.md

Source instructions · Read-only preview

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tilelang-design-review

对 Stage 1 产出的算子设计文档（DESIGN.md）进行风险优先的检视，生成 REVIEW.md，必须给出明确结论（通过/不通过）与不通过时的具体修改建议。触发：review 设计文档、检视设计、生成 review.md。

2026-08-11

tilelang-op-design

根据算子需求生成 TileLang-NPUIR 算子设计文档（DESIGN.md）。涵盖编程模式选型（Developer/Expert/混合）、API 映射、内存层级规划、Tiling 策略、循环结构、同步策略、验证方案等。触发：设计算子、生成 DESIGN.md、算子方案设计、新算子开发、算子实现方案。

2026-08-11

tilelang-op-develop

根据冻结的 DESIGN.md 生成算子实现（{op}.py：kernel + golden），执行测试并返回三态判定。触发：实现算子、生成 kernel、算子开发、跑精度。

2026-08-11

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name	tilelang-cube-skill
description	TileLang npuir Cube 算子开发指南。用户提及 GEMM、matmul、batch gemm、L1/L0C、load_nd2nz、store_fixpipe、NZ 格式、Cube scope、矩阵分块与流水优化时必须使用本技能。