Source Code

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

startclaw-optimizer