OpenClaw Optimizer Skill

Overview

The OpenClaw Optimizer is a comprehensive performance and cost optimization skill designed to enhance the efficiency of Clawdbot's subagent workflows.

Core Components

1. Task Router

• Intelligent model selection based on task complexity

• Automatic routing between Haiku, Sonnet, and Opus models

• Cost prediction and optimization

2. Scheduler

• Robust task execution with retry mechanism

• Configurable preflight and postflight hooks

• Timeout and exponential backoff handling

3. Browser Governor

• Browser tab serialization

• Concurrent tab management

• Circuit breaker for preventing runaway processes

4. Context Compaction

• Automatic token tracking

• Summarization at 50,000 token threshold

• Preserves critical context

5. Real-time Dashboard

• Monitor daily budget

• Track task execution

• Visualize model distribution

• Circuit breaker status

Expected Savings

Before Optimization: $90/day After Optimization: $3-5/day Savings: 95%

Installation

npm install @startclaw/openclaw-optimizer

Usage

const { TaskRouter, OptimizerScheduler, BrowserGovernor } = require('@startclaw/openclaw-optimizer');

const router = new TaskRouter();
const scheduler = new OptimizerScheduler();
const browserGovernor = new BrowserGovernor();

// Automatic model and cost optimization
const modelSelection = router.selectModel(taskDescription);
await scheduler.execute(task, modelSelection);

Monitoring

# Real-time dashboard
python3 scripts/dashboard.py watch

License

StartClaw Internal Use License