ai-agent

Optimize with how-to-optim-algorithm-in-cuda

Name: Optimize with how-to-optim-algorithm-in-cuda
Author: BBuf

Get optimized CUDA algorithms for founders. 3.1k+ GitHub stars

From the repo · “how to optimize some algorithm in cuda.”

3,333 stars+17★ this week297 forksCudaGuide quality 8/10 · reviewed Jul 2Updated 10/11/2026100% free · open source

What it does

Optimizes algorithms for CUDA to achieve faster execution on NVIDIA GPUs

When to use it

•When developing AI applications that require massive parallel processing
•When existing algorithms are too slow for your startup's workload
•When you need to accelerate machine learning model training or inference

Ready-to-paste prompt

nvcc -o optimized_algorithm optimized_algorithm.cu -arch=sm_80

Heads up: Ensure you have an NVIDIA GPU with CUDA support and the correct version of the CUDA toolkit installed, as specified in the repository's `README.md`

Saves to your device

Use with Claude

New

Skip the builder — one click puts this in Claude, Cursor, Antigravity and more.

⚡ Runs out of the box

A prompt/skill package — nothing to install beyond adding it to your AI tool.

Try it instantly — no install

Claude Code

mkdir -p ~/.claude/skills/how-to-optim-algorithm-in-cuda && curl -fsSL https://workflowstacks.com/api/skills/how-to-optim-algorithm-in-cuda/claude-skill -o ~/.claude/skills/how-to-optim-algorithm-in-cuda/SKILL.md

Open in another AI app

Opens the app with this repo with the prompt ready to go — no copy-paste needed.

Connect the whole catalog (MCP)

claude mcp add --transport http workflowstacks https://workflowstacks.com/api/mcp

Adds a WorkflowStacks connector to Claude Code: search and load any skill here by chatting.

How Optimize with how-to-optim-algorithm-in-cuda works

Codeflow

Free to inspect

Optimize with how-to-optim-algorithm-in-cuda is mostly documents (310 doc files, 109 small scripts) — something you read, not something you run. There is nothing to install. Last commit this month, no license file.

Size

Mostly documents

310 documents · 109 small scripts · days to read — use, don't read

Setup

Nothing to install

A guide / curated list. Just read it and follow the links.

Runs on

Nowhere — you read it

A reading resource, not a program.

Cuda 58%Python 28%C++ 13%Shell 1%

Where to start reading

1
README.md
Start here — what it does and how to install it

What's in each folder

cutlass/Folder184 files

large-language-model/Folder162 files

cuda-mode/Folder111 files

pytorch/Folder65 files

cuda-kernels/Folder42 files

deprecated/Archived / older material20 files

ml-engineering/Folder11 files

triton/Folder11 files

READMEDocumentedNo licenseUpdated this month

Use with Claude

New

Skip the builder — one click puts this in Claude, Cursor, Antigravity and more.

⚡ Runs out of the box

A prompt/skill package — nothing to install beyond adding it to your AI tool.

Try it instantly — no install

Claude Code

mkdir -p ~/.claude/skills/how-to-optim-algorithm-in-cuda && curl -fsSL https://workflowstacks.com/api/skills/how-to-optim-algorithm-in-cuda/claude-skill -o ~/.claude/skills/how-to-optim-algorithm-in-cuda/SKILL.md

Open in another AI app

Opens the app with this repo with the prompt ready to go — no copy-paste needed.

Connect the whole catalog (MCP)

claude mcp add --transport http workflowstacks https://workflowstacks.com/api/mcp

Adds a WorkflowStacks connector to Claude Code: search and load any skill here by chatting.

Quick Actions

Details

Creator

BBuf

Language

Cuda