Startclaw Optimizer

OpenClaw Optimizer Skill

Comprehensive performance and cost optimization for Clawdbot workflows

Overview

The OpenClaw Optimizer provides intelligent resource management and cost reduction for AI agent workflows. It implements automatic context compaction, model routing, and budget monitoring.

Main Features

Task Router

• Intelligent model selection across Haiku, Sonnet, and Opus
• Automatic task classification and routing
• Cost prediction before execution

Scheduler

• Retry strategies with exponential backoff
• Pre/post execution hooks
• Concurrent task management

Browser Governor

• Tab management and process control
• Resource cleanup automation
• Memory optimization

Context Compaction

• Automatic summarization at 50,000 token threshold
• Preserves critical context and task intent
• Uses Claude 3.5 Haiku for cost-effective summarization

Real-time Dashboard

• Budget and performance monitoring
• Token usage tracking
• Cost analytics

Financial Impact

Installation

npm install startclaw-optimizer

Usage

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

// Initialize components
const router = new TaskRouter();
const scheduler = new OptimizerScheduler();
const governor = new BrowserGovernor();

// Route task to optimal model
const result = await router.execute(task);

Configuration

optimizer:
  token_threshold: 50000
  summary_model: claude-3-5-haiku
  budget:
    daily: 5.00
    monthly: 150.00
  routing:
    default: haiku
    complex: sonnet
    critical: opus

License

StartClaw Internal Use License