kernel-workflow
CommunityStreamline AI kernel generation and optimization.
Authorxchang1121
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Kernel workflow provides end-to-end orchestration for generating, validating, and optimizing AI kernels across multiple backends (Triton, CUDA C/C++, TileLang), coordinating task interpretation with subagents and verification steps.
Core Features & Use Cases
- End-to-end kernel workflow: analyze user input (descriptions or code), generate/optimize kernels, and verify results using provided references and scripts.
- Backend-agnostic support: supports Triton, CUDA C, C++, and TileLang backends with pluggable verification and tooling.
- Adaptive orchestration: optional user_requirements customize optimization strategies; integrates with references and scripts for validation.
Quick Start
Provide a kernel task description or seed code to start the end-to-end generation and optimization workflow.
Dependency Matrix
Required Modules
None requiredComponents
scriptsreferences
💻 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: kernel-workflow Download link: https://github.com/xchang1121/AutoResearch-CC-hook/archive/main.zip#kernel-workflow Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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