token-optimizer-pro

Monitor OpenClaw token usage, analyze usage patterns, estimate cost, and provide practical optimization suggestions. Use when reviewing token consumption by agent, model, session, or time range, or when trying to reduce cost without losing useful output quality.

Safety Notice

This listing is from the official public ClawHub registry. Review SKILL.md and referenced scripts before running.

Copy this and send it to your AI assistant to learn

Install skill "token-optimizer-pro" with this command: npx skills add harrylabsj/token-optimizer-pro

Token Optimizer Pro

Monitor OpenClaw token usage and turn the data into actionable optimization guidance.

What It Helps With

  • track token usage across agents and models
  • analyze usage trends over time
  • estimate current and projected cost
  • identify abnormal spikes or inefficient patterns
  • generate concrete token-saving suggestions
  • define alert thresholds for high usage

Typical Commands

token-optimizer status
token-optimizer report
token-optimizer report --days 7
token-optimizer report --agent code
token-optimizer suggest
token-optimizer alert --daily-limit 100000
token-optimizer alert --session-limit 50000

Example Questions

  • Which agent is using the most tokens?
  • Which model is the most expensive this week?
  • Did usage spike yesterday?
  • Where can I reduce token cost by 20%?

Optimization Areas

  • model selection
  • context trimming
  • session management
  • tool usage efficiency

Source Transparency

This detail page is rendered from real SKILL.md content. Trust labels are metadata-based hints, not a safety guarantee.

Related Skills

Related by shared tags or category signals.

General

OpenClaw Session Model Switcher

Instantly switch the current OpenClaw session model; supports gpt, claude, qianwen, minimax, current model status, configured model listing, and restoring th...

Registry SourceRecently Updated
421Profile unavailable
General

SQL Data Analyst

Natural language to SQL. Ask questions about your data in plain English, get queries, results, and explanations. Supports SQLite, PostgreSQL, and MySQL. Impo...

Registry SourceRecently Updated
701Profile unavailable
General

Model Usage Monitor

监控并统计模型调用次数和成本,计算缓存命中率,支持实时监控与每小时自动告警。

Registry SourceRecently Updated
1470Profile unavailable
General

Openclaw Guardian

一键安装包含配置安全、容灾、监控和上下文优化的 OpenClaw 系统全链路守护套件。

Registry SourceRecently Updated
1890Profile unavailable