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OpenClaw Skills & Use Case Index

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tokenranger - TokenRanger Context Compression

Compress session context through local Ollama SLM before sending to cloud LLMs

Tags

Updated: 2026-03-20

Capabilities

Typical Inputs

Typical Outputs

What this skill does

  • install plugin
  • configure plugin
  • compress context
  • toggle plugin
  • set strategy
  • show settings
  • list models
  • check status

Inputs

  • User message
  • Plugin configuration
  • Local Ollama SLM
  • System service
  • Cloud LLM

Outputs

  • Compressed context
  • Sidecar status
  • Settings information
  • Model list

Requirements

  • OpenClaw
  • Local Ollama
  • FastAPI
  • LangChain

Source

  • Spec: SKILL.md
performance
context compression
cost reduction
LLM
install plugin
configure plugin
compress context
toggle plugin
User message
Plugin configuration
Local Ollama SLM
Compressed context
Sidecar status
Settings information