domains / families / agent-tooling / token-optimizer-qsmtco

token-optimizer-qsmtco

separate

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.

When to use

• Reduce OpenClaw token usage
• Reduce API costs
• Smart model routing
• Heartbeat optimization
• Budget tracking
• Multi-provider fallbacks
• Task classification
• Usage monitoring

When not to use

• Network requests
• Code execution

Skill page

Source