TokenRanger

TokenRanger compresses session context through a local Ollama SLM before sending to cloud LLMs — reducing input token costs by 50–80% per turn with graceful fallthrough if anything goes wrong.

• Plugin repo: https://github.com/peterjohannmedina/openclaw-plugin-tokenranger
• npm: openclaw-plugin-tokenranger
• Maintained by: @peterjohannmedina

When to Load This Skill

• User asks to install, configure, or troubleshoot TokenRanger
• User wants to reduce token costs or enable context compression
• User runs /tokenranger commands and needs help interpreting output
• User wants to switch compression strategy (GPU/CPU/off)
• User asks about upgrading or uninstalling TokenRanger