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SkillHub ClubWrite Technical DocsFull StackData / AITech Writer

tilelang-developer

Write, optimize, and debug high-performance AI compute kernels using TileLang (a Python DSL for GPU programming). Use when the user requests: (1) Writing custom GPU kernels for AI workloads (GEMM, Attention, MLA, etc.), (2) Optimizing existing TileLang code for NVIDIA, AMD, or Ascend hardware, (3) Implementing non-standard operators (like DeepSeek MLA, FlashAttention variants), (4) Debugging TileLang compilation or runtime errors, or (5) Cross-platform kernel development targeting multiple GPU vendors.

Packaged view

This page reorganizes the original catalog entry around fit, installability, and workflow context first. The original raw source lives below.

Stars
94
Hot score
94
Updated
March 20, 2026
Overall rating
C3.6
Composite score
3.6
Best-practice grade
B73.6

Install command

npx @skill-hub/cli install yzlnew-infra-skills-tilelang-developer

Repository

yzlnew/infra-skills

Skill path: tilelang-developer

Write, optimize, and debug high-performance AI compute kernels using TileLang (a Python DSL for GPU programming). Use when the user requests: (1) Writing custom GPU kernels for AI workloads (GEMM, Attention, MLA, etc.), (2) Optimizing existing TileLang code for NVIDIA, AMD, or Ascend hardware, (3) Implementing non-standard operators (like DeepSeek MLA, FlashAttention variants), (4) Debugging TileLang compilation or runtime errors, or (5) Cross-platform kernel development targeting multiple GPU vendors.

Open repository

Best for

Primary workflow: Write Technical Docs.

Technical facets: Full Stack, Data / AI, Tech Writer, Testing.

Target audience: Development teams looking for install-ready agent workflows..

License: Unknown.

Original source

Catalog source: SkillHub Club.

Repository owner: yzlnew.

This is still a mirrored public skill entry. Review the repository before installing into production workflows.

What it helps with

  • Install tilelang-developer into Claude Code, Codex CLI, Gemini CLI, or OpenCode workflows
  • Review https://github.com/yzlnew/infra-skills before adding tilelang-developer to shared team environments
  • Use tilelang-developer for development workflows

Works across

Claude CodeCodex CLIGemini CLIOpenCode

Favorites: 0.

Sub-skills: 0.

Aggregator: No.

tilelang-developer | SkillHub