ai-agent
Toonify
Toonify: Compact data format reducing LLM token usage by 30-60%
357 stars26 forksPythonUpdated 2/6/2026100% free · open source
What it does
Toonify reduces LLM token usage by 30-60% using a compact data format, making it ideal for optimizing language model performance
When to use it
- •When working with large language models and trying to reduce costs
- •When optimizing AI applications for low-bandwidth or low-compute environments
- •When integrating LLMs into resource-constrained systems or edge devices
Ready-to-paste prompt
python -m toonify --input 'Your input text here' --output 'output.toonify'
Heads up: Ensure you have the necessary dependencies installed, including Python 3.8 or higher, and that you have a compatible LLM library installed, as Toonify relies on these to function correctly
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/toonify && curl -fsSL https://workflowstacks.com/api/skills/toonify/claude-skill -o ~/.claude/skills/toonify/SKILL.mdOpen in another AI app
Opens the app with this repo with the prompt ready to go — no copy-paste needed.
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/toonify && curl -fsSL https://workflowstacks.com/api/skills/toonify/claude-skill -o ~/.claude/skills/toonify/SKILL.mdOpen in another AI app
Opens the app with this repo with the prompt ready to go — no copy-paste needed.
Details
Creator
ScrapeGraphAI
Language
Python
Category
ai-agent
Published
11/11/2025
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