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mlir-development

Official

Build custom compilers with MLIR.

Software Engineering#domain-specific language#cir#mlir#compiler infrastructure#dialect development#optimization passes
Authorbackengineering
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill addresses the complexity of building domain-specific compilers and advanced optimization pipelines by providing expertise in MLIR (Multi-Level Intermediate Representation) and CIR (Clang IR).

Core Features & Use Cases

  • MLIR Infrastructure: Develop custom dialects, operations, and types within the MLIR framework.
  • Compiler Pass Development: Write and apply transformation and analysis passes for high-level optimizations.
  • Dialect Conversion: Implement lowering strategies between different MLIR dialects (e.g., custom to LLVM, TensorFlow to Linalg).
  • CIR Integration: Leverage CIR for C/C++ representation in MLIR for better tooling and optimization.
  • Use Case: You are developing a new hardware accelerator and need to define a custom intermediate representation for it. This Skill can help you define the necessary MLIR dialects and transformations to lower your high-level code to your target.

Quick Start

Use the mlir-development skill to create a new MLIR dialect with custom add and multiply operations.

Dependency Matrix

Required Modules

None required

Components

references

💻 Claude Code Installation

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Please help me install this Skill:
Name: mlir-development
Download link: https://github.com/backengineering/llvm-msvc/archive/main.zip#mlir-development

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