writing-tilelang-kernels

writing-tilelang-kernels is a Go, Rust & systems languages skill for AI agents, published by sablin39 in the tilelang-cuda-skills repository on GitHub. Skillspace rates writing-tilelang-kernels D (66/100) and it passed the safety scan; the rating is based on static analysis only.

How to write TileLang GPU kernels from scratch or by adapting existing patterns. Use this skill whenever the user wants to create a new TileLang kernel, implement a GPU operator in TileLang, write a prim_func, set up tiling/blocking, define shared memory and fragment allocations, use T.gemm or T.copy, create a JIT-compiled kernel, or port an algorithm (GEMM, elementwise, reduction, attention, normalization, softmax, convolution) to TileLang. Also use when the user asks about tilelang.jit, T.prim_func, T.Kernel, T.Tensor, T.alloc_shared, T.alloc_fragment, T.Pipelined, T.Parallel, or any TileLang DSL construct for kernel authoring. Even for questions like "how do I start with TileLang" or "show me a basic TileLang example", this skill provides the right templates and workflow.

Grade
D
Quality
66 / 100
Safety
Passed
GitHub stars
131

Unproven: rated by static analysis only, not yet compared head-to-head.

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Our review

Architecture
84 / 100
Maturity
Structured: ships references or scripts
Security scan
No issues found
License
Not declared. Check the repository before reusing it.
Adoption
Adopted by 1 other repositories, in 0 collections

Not checked yet

  • Not judged on the rubric yet (not a contender in its category)
  • No blind task eval yet
  • Scope (portable / vendor / repo-internal) not assessed; only the top of each category is read for scope
  • Sibling files (scripts, references) not fetched; security scan covers SKILL.md only

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