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tilelang-op-generate

Official

Generate TileLang-Ascend operators from designs

Software Engineering#code-generation#operator#design-doc#npu#tilelang
Authortile-ai
Version1.0.0
Installs0

System Documentation

What problem does it solve?

Automatically creates runnable TileLang-Ascend operator implementations and tests from a design specification, eliminating manual coding and error‑prone transcription.

Core Features & Use Cases

  • Design extraction: Parses design.md to pull formulas, API mapping, shapes, tiling, and verification details.
  • Reference synthesis: Aligns extracted specs with existing examples to produce idiomatic TileLang code.
  • End‑to‑end generation: Emits a complete example_{op}.py with kernel, JIT decorator, and test harness, ready for execution.
  • Typical scenario: A hardware engineer provides a new operator design; this skill instantly delivers a verified TileLang implementation ready for integration.

Quick Start

Ask the skill to generate the TileLang code for the operator described in design.md inside the examples/ folder.

Dependency Matrix

Required Modules

None required

Components

references

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: tilelang-op-generate
Download link: https://github.com/tile-ai/tilelang-ascend/archive/main.zip#tilelang-op-generate

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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