3-Layer Token Compressor — Cut AI API Costs 40-60%

Pre-process prompts through 3 compression layers before sending to paid APIs. Uses a local Ollama model to intelligently compress messages and summarize hist...

This skill appears coherent and limited to local compression via an Ollama instance. Before installing, ensure you actually run Ollama locally (localhost:11434) and the host/port are not pointed to a remote service. Review and confirm the included src/token-compressor.js matches the shipped copy and that no modifications add external network calls or credential usage. Because compression alters message content, test the tool on non-sensitive data first to verify it preserves the details you need. Finally, if you require strong guarantees that data never leaves the machine, enforce network egress rules (firewall) so the process cannot reach external hosts even if misconfigured.

Type: OpenClaw Skill Name: token-compressor Version: 1.1.0 The 'token-compressor' skill is a utility designed to reduce LLM API costs by using a local Ollama instance to compress prompts and summarize conversation history. The code in 'src/token-compressor.js' uses the standard Node.js 'http' module to communicate exclusively with 'localhost:11434', and there is no evidence of data exfiltration, unauthorized file access, or malicious execution patterns.