design

infra-skills: Optimize AI Systems

Name: infra-skills: Optimize AI Systems
Author: yzlnew

Get high-performance AI infrastructure with infra-skills.

142 stars12 forksPythonGuide quality 8/10Updated 7/9/2026100% free · open source

What it does

Infra-skills provides a collection of specialized agent skills for AI infrastructure development, enabling the creation of high-performance systems with Claude Code

When to use it

•When developing AI systems that require optimized infrastructure
•When needing to debug and fine-tune AI system performance
•When using Claude Code for AI system development and wanting to leverage specialized agent skills

Ready-to-paste prompt

Use the ` ClaudeCode.write()` function with the `OptimizeAgent` skill to generate optimized code for your AI system, example: `ClaudeCode.write('my_system.py', OptimizeAgent())`

Heads up: Make sure to have the necessary dependencies installed, as specified in the `requirements.txt` file, and that your Python version is compatible with the infra-skills library

Saves to your device

Use with Claude

New

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

✅ Light setup

Installs with a command or two; your AI agent can do it for you.

Try it instantly — no install

Claude Code

mkdir -p ~/.claude/skills/infra-skills && curl -fsSL https://workflowstacks.com/api/skills/infra-skills/claude-skill -o ~/.claude/skills/infra-skills/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 infra-skills: Optimize AI Systems works

Codeflow

Free to inspect

Infra-skills: Optimize AI Systems is a medium Python project (~5.5k lines across 19 code files, plus 6 test files). Setup is light: installs like a normal app. Reading the code is optional. Last commit 2 months ago, no license file, has a test suite.

Size

Medium codebase

~5.5k lines · 19 code files · 46 min skim

Setup

One-command install

Installs like a normal app. Reading the code is optional.

Runs on

Python

No API keys detected

Python 61%TypeScript 11%HTML 9%TeX 7%Jinja 7%

Where to start reading

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

What's in each folder

anthropic-theme-flowchart/Folder15 files

megatron-memory-estimator/Folder13 files

hf-architecture-tikz/Folder12 files

openai-dotcom-viz/Folder7 files

gallery/Folder5 files

slime-user/Folder4 files

tilelang-developer/Folder4 files

tikz-flowchart/Folder3 files

READMEHas testsDocumentedNo CINo licenseUpdated 2 mo ago