Token Cost Optimizer

OpenClaw Token 成本优化与 API 用量控制专家。当用户提到 token 消耗过高、API 费用上涨、 模型调用太贵、上下文太长、死循环、定时任务频率、多 Agent 重复请求、模型路由、 或任何与降低 OpenClaw 运行成本相关的话题时，立即使用此 Skill。 也适用于用户说"帮我省钱"、"...

This skill appears to do what it says (optimize token usage) and makes sensible recommendations, but several instructions are potentially disruptive: they delete files and restart gateways. Before using it, (1) ensure you have recent backups of ~/.openclaw (configs, memory, workspace), (2) run the diagnostic commands manually to inspect outputs, not automatically, (3) replace destructive commands with safe dry-runs first (e.g., run find ... -print before -delete), (4) verify the referenced model names and routing match your environment, and (5) apply changes in a staging environment if possible. Because the skill is instruction-only, the agent will execute any CLI commands you allow — review each command and confirm you trust the OpenClaw CLI and the machine running these commands.

Type: OpenClaw Skill Name: token-cost-optimizer Version: 1.0.0 The skill bundle is designed to optimize API token usage and reduce costs for the OpenClaw platform. It provides diagnostic shell commands and configuration advice (e.g., modifying 'openclaw.json' and 'soul.md') that are consistent with its stated purpose. While it includes a command to delete old workspace files ('find ~/.openclaw/workspace -mtime +30 -type f -delete'), this is a standard maintenance task and does not show malicious intent or unauthorized data access.