Mlir Development
Mlir Development assists in building and debugging MLIR (Multi-Level Intermediate Representation) code, streamlining compiler development workflows.
Install on your platform
We auto-selected Claude Code based on this skill’s supported platforms.
Run in terminal (recommended)
claude mcp add mlir-development npx -- -y @trustedskills/mlir-development
Or manually add to ~/.claude/settings.json
{
"mcpServers": {
"mlir-development": {
"command": "npx",
"args": [
"-y",
"@trustedskills/mlir-development"
]
}
}
}Requires Claude Code (claude CLI). Run claude --version to verify your install.
About This Skill
What it does
This skill enables development and manipulation of MLIR (Multi-Level Intermediate Representation) code. It allows for creating, modifying, and analyzing programs represented in MLIR's structured intermediate language. The skill facilitates tasks like generating optimized code sequences and transforming existing MLIR modules.
When to use it
- Compiler Development: When building or extending compilers that leverage MLIR as an intermediate representation.
- Code Optimization: For experimenting with and implementing new optimization passes for MLIR-based programs.
- Hardware Acceleration: To develop code targeting specialized hardware accelerators using MLIR's dialect system.
- Research in Intermediate Representations: For researchers exploring novel compiler techniques and language designs within the MLIR framework.
Key capabilities
- MLIR Code Generation
- MLIR Module Manipulation
- Dialect Definition (implied)
- Optimization Pass Development
Example prompts
- "Generate an MLIR module for a simple matrix multiplication."
- "Modify this existing MLIR code to fuse these two operations."
- "Analyze the performance of this MLIR pass on my target architecture."
Tips & gotchas
- Requires familiarity with MLIR concepts and its dialect system. A basic understanding of compiler design is helpful for effective use.
Tags
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