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Kernel Triton Writing

Category: General  ·  Sub-category: general-misc  ·  Last updated:
ONLY for OpenAI Triton (@triton.jit) kernel development. NEVER use for CUDA C++ kernels, TileIR, or profiling tools (ncu, nsys). The user's request must involve Triton explicitly. Covers Triton-specific patterns: fused elementwise, reductions (softmax, LayerNorm, RMSNorm), tiled GEMM with triton.autotune, and flash attention. Workflow: design, write, verify (with fast-path for explicit requests).

What this skill does

Kernel Triton Writing is a community-contributed Claude Code skill in the general-misc sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/kernel-triton-writing/ and loads when your prompt matches the skill's trigger.

Who uses this skill

The Kernel Triton Writing Claude Code skill is built for Claude Code users and developers across all disciplines looking for general-purpose AI assistance. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 70,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/kernel-triton-writing
curl -L https://claudskills.com/skills/kernel-triton-writing/SKILL.md \
  -o ~/.claude/skills/kernel-triton-writing/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/kernel-triton-writing/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/kernel-triton-writing/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\kernel-triton-writing\SKILL.md on Windows. See the full install guide for step-by-step instructions.

Pro

One-click install via the desktop app

The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.

Pro

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See pricing → Download desktop app

Attribution & license

Cite this skill

If you reference this skill in a blog post, paper, or documentation, you can cite it as:

APA
NVIDIA. (2026). Kernel Triton Writing [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/kernel-triton-writing/
BibTeX
@misc{kernel-triton-writing-2026,
  author    = {NVIDIA},
  title     = {Kernel Triton Writing [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/kernel-triton-writing/}
}

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