Reduce OpenClaw token usage and API costs through smart model routing, heartbeat optimization, budget tracking, and multi-provider fallbacks. Use when token costs are high, API rate limits are being hit, or hosting multiple agents at scale. Includes ready-to-use scripts for task classification, usage monitoring, and optimized heartbeat scheduling. All operations are local file analysis only - no network requests, no code execution. See SECURITY.md for details.

通过智能模型路由、心跳优化、预算跟踪和多供应商故障转移，降低OpenClaw的令牌使用量和API成本。适用于令牌成本高昂、API速率限制触发或大规模部署多个代理的场景。提供现成的脚本，用于任务分类、用量监控和优化心跳调度。所有操作仅限本地文件分析，无需网络请求，不执行代码。详情见SECURITY.md