Stencil Convolution

Quality score: 70/100 · Category: General · Sub-category: general-misc

Expert skill for optimized stencil and convolution pattern implementations on GPU. Design tiled stencil algorithms with halos, implement 2D/3D convolution kernels, optimize boundary condition handling, apply temporal blocking techniques, generate separable filter implementations, and profile stencil memory bandwidth.

What this skill does

Stencil Convolution is a production-ready Claude Code skill (quality score 70/100) in the general-misc sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/stencil-convolution/ and loads when your prompt matches the skill's trigger.

Who uses this skill

The Stencil Convolution skill is built for Claude Code users and developers across all disciplines looking for general-purpose AI assistance. It is part of the open ClaudSkills registry, a community-curated catalog of 15,000+ capabilities you can install for Claude Code — the Claude CLI agent.

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/stencil-convolution
curl -L https://claudskills.com/skills/stencil-convolution/SKILL.md \
  -o ~/.claude/skills/stencil-convolution/SKILL.md

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

Skills live at ~/.claude/skills/stencil-convolution/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\stencil-convolution\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.

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Part of ClaudSkills — the open registry for Claude Code skills. · What's New · Install guide · About · llms.txt

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