wenyi-li/awesome-agent-kernel-skills
Skill Claude CodeCodex
A guide to optimizing medium-sized mean operations that reduce values along the first axis of a tensor.
not rated 9 3mo ago A 82 tokens
9Stars on the repository
200Mods indexed here, across every type
3mo agoLast push, which is what freshness is scored on
noneNo LICENSE: all rights reserved, so bodies are not copied
wenyi-li/awesome-agent-kernel-skills
Skill Claude CodeCodex
A guide to optimizing small product reductions, which multiply a group of tensor values into one result.
not rated 9 3mo ago A 95 tokens
wenyi-li/awesome-agent-kernel-skills
Skill Claude CodeCodex
A guide to combining an element-by-element calculation with a reduction, which combines many values into fewer results such as a sum.
not rated 9 3mo ago A 83 tokens
wenyi-li/awesome-agent-kernel-skills
Skill Claude CodeCodex
A guide to optimizing large two-dimensional sum reductions when the non-reduced axis is very large and the reduced axis is medium-sized.
not rated 9 3mo ago A 92 tokens
wenyi-li/awesome-agent-kernel-skills
Skill Claude CodeCodex
A performance-optimization method for a specialized 3D tensor operation using Weighted SwiGLU during backward computation. It reshapes data and divides work to improve parallel processing while keeping within on-chip memory limits.
not rated 9 3mo ago A 97 tokens
wenyi-li/awesome-agent-kernel-skills
Skill Claude Code
A guide for generating operation-kernel code and revising it based on feedback. It supports several GPU and CPU kernel languages and domain-specific tools.
not rated 9 3mo ago A 61 tokens
cpu-basics
79wenyi-li/awesome-agent-kernel-skills
Skill Claude CodeCodex
A guide to core CPU C++ operations, including common kernel structures, KernelBench coding rules, and embedded extensions.
not rated 9 3mo ago A 31 tokens
wenyi-li/awesome-agent-kernel-skills
Skill Claude CodeCodex
A guide to making programs run faster on ARM processors, including NEON SIMD instructions, numerical stability, and debugging.
not rated 9 3mo ago A 30 tokens
wenyi-li/awesome-agent-kernel-skills
Skill Claude CodeCodex
A guide to speeding up programs on x86-64 processors using AVX, a set of instructions that processes several values at once.
not rated 9 3mo ago A 34 tokens
wenyi-li/awesome-agent-kernel-skills
Skill Claude CodeCodex
A set of complete examples showing how PyTorch code can work together with CUDA C code for GPU computing.
not rated 9 3mo ago A 19 tokens
pypto-api
83wenyi-li/awesome-agent-kernel-skills
Skill Claude CodeCodex
A quick reference listing PyPTO API signatures and the rules that constrain their use.
not rated 9 3mo ago A 18 tokens
pypto-basics
84wenyi-li/awesome-agent-kernel-skills
Skill Claude CodeCodex
A beginner guide to PyPTO that turns a baseline forward pass into an executable description of the intended behavior before implementation and optimization.
not rated 9 3mo ago A 14 tokens
wenyi-li/awesome-agent-kernel-skills
Skill Claude CodeCodex
A troubleshooting note for PyPTO programs that use `pypto.view`, explaining that its shape must be fixed when the code is compiled.
not rated 9 3mo ago A 43 tokens
wenyi-li/awesome-agent-kernel-skills
Skill Claude CodeCodex
A guide to improving PyPTO performance, with rules and an order for tuning tiles, loops, and reductions such as softmax and normalization.
not rated 9 3mo ago A 63 tokens
wenyi-li/awesome-agent-kernel-skills
Skill Claude CodeCodex
A reference for PyPTO syntax rules, including where scalar values and tensors may appear in expressions and function calls.
not rated 9 3mo ago A 18 tokens
wenyi-li/awesome-agent-kernel-skills
Skill Claude CodeCodex
A reference for the TileLang CUDA API, including function usage and parameter meanings when generating CUDA kernels.
not rated 9 3mo ago A 43 tokens
wenyi-li/awesome-agent-kernel-skills
Skill Claude CodeCodex
An introduction to TileLang CUDA, covering its main ideas, kernel structure, and common programming patterns for GPU code.
not rated 9 3mo ago A 24 tokens
wenyi-li/awesome-agent-kernel-skills
Skill Claude CodeCodex
A collection of complete examples showing how to use PyTorch with TileLang to write CUDA GPU programs.
not rated 9 3mo ago A 20 tokens
wenyi-li/awesome-agent-kernel-skills
Skill Claude CodeCodex
A guide to optimizing TileLang CUDA memory access, including shared-memory allocation, data layout, coalesced access, and avoiding bank conflicts.
not rated 9 3mo ago A 62 tokens
wenyi-li/awesome-agent-kernel-skills
Skill Claude CodeCodex
A guide to general TileLang CUDA performance tuning, debugging, and platform limitations.
not rated 9 3mo ago A 64 tokens
wenyi-li/awesome-agent-kernel-skills
Skill Claude CodeCodex
A set of standard TileLang CUDA patterns and templates for elementwise work, reductions, matrix multiplication, and matrix-vector multiplication.
not rated 9 3mo ago A 72 tokens
wenyi-li/awesome-agent-kernel-skills
Skill Claude CodeCodex
A guide to synchronization in TileLang CUDA, covering shared-memory cooperation, thread safety, and preventing deadlocks.
not rated 9 3mo ago A 62 tokens
wenyi-li/awesome-agent-kernel-skills
Skill Claude CodeCodex
A troubleshooting guide for Triton kernels on Ascend NPUs, with examples of fixing unified-buffer and CBUF overflows caused by blocks that are too large.
not rated 9 3mo ago A 57 tokens
wenyi-li/awesome-agent-kernel-skills
Skill Claude CodeCodex
A methodology for deeply optimizing fused operators on Ascend NPUs, including elementwise, normalization, softmax with top-k, and matrix multiplication with activation.
not rated 9 3mo ago A 96 tokens
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