ako4all
OfficialAutomates end-to-end GPU kernel optimization.
AuthorTongmingLAIC
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Iterative, automated optimization of GPU kernels (CUDA, Triton, TileLang, or C/C++) to maximize runtime speedups in a drop-in workflow.
Core Features & Use Cases
- Establishes a workspace and runs a repeatable optimize-benchmark-improve loop (profiling with ncu, correctness checks, and iterative edits).
- Supports multiple languages/backends and a plug-in bench (KernelBench) with built-in evaluation and logging to ITERATIONS.md.
- Commits progress as a traceable artifact via git, enabling resumable optimization across sessions.
Quick Start
Open Claude Code in a directory containing your kernel and instruct it to start an optimization loop.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 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: ako4all Download link: https://github.com/TongmingLAIC/AKO4ALL/archive/main.zip#ako4all Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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