token-optimizer - Optimize OpenClaw token usage and API costs
Reduces OpenClaw token usage and API costs through context optimization, model routing, heartbeat scheduling, usage tracking, and provider strategies.
Tags
Updated: 2026-10-07Capabilities
Typical Inputs
Typical Outputs
What this skill does
- Recommend required context files
- Generate optimized AGENTS.md
- Route tasks to model tiers
- Optimize heartbeat check intervals
- Track token budgets and usage
- Enforce cheaper models for routine tasks
- Describe multi-provider optimization strategies
Inputs
- User prompts
- OpenClaw context files
- Heartbeat check types
- Token budget data
- Model routing configuration
- Workspace paths
Outputs
- Context loading recommendations
- AGENTS.md.optimized file
- Model routing decisions
- Heartbeat check decisions
- Heartbeat tracking state
- Token budget reports
- Usage tracking data
Requirements
- Python 3
- OpenClaw deployment
- Local script access
- External API keys for optional provider strategies
- Network access for optional provider strategies