# Startclaw Optimizer

> OpenClaw Optimizer Skill

- Skill: `demerzels-lab/startclaw-optimizer` (Agent Skill, multi-file: 9 files)
- Install (CLI): `npx skillmds@latest add demerzels-lab/startclaw-optimizer`
- Raw SKILL.md: https://api.skillmd.com/api/skills/demerzels-lab/startclaw-optimizer/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Coding & Dev Tools
- Author: Demerzels-lab (https://skillmd.com/u/demerzels-lab)
- Updated: 2026-09-17
- Page: https://skillmd.com/skills/demerzels-lab/startclaw-optimizer

---

# 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

```bash
npm install @startclaw/openclaw-optimizer
```

## Usage

```javascript
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

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

## License

StartClaw Internal Use License