Why use many tokens when few token do trick. Viral skill + proxy for coding agents that cuts 65% of tokens by talking like a caveman.
Cost / License
- Free
- Open Source (Apache-2.0)
Application type
Platforms
- Mac
- Windows
- Linux
- Claude Code

Why use many tokens when few token do trick. Viral skill + proxy for coding agents that cuts 65% of tokens by talking like a caveman.

Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 20% fewer tokens for coding agents, 60-95% fewer tokens for JSON, same answers. Library, proxy, MCP server.
RTK is a high-performance command-line proxy that reduces the shell output your AI coding agent reads—cutting common development-command output by 60–90%. It filters, groups, truncates, and deduplicates verbose terminal output before it enters your LLM context, helping agents...