StartClaw-Optimizer

Master optimization system - APPLIES TO EVERY RESPONSE. Before responding, classify task complexity (simple question vs analysis vs coding). Use Haiku for simple/navigation/extraction/status. Use Sonn

Popular

Join 2,538+ developers using this skill

skill

Productivity & Organization

intermediate

2,538 installs

View Source

Last updated: April 29, 2026

AI Skill Market Insights

Real data. Real impact.

Popularity

Top 50%

Growing

Active Users

2,538+

Developers

Quick Start

Manual Installation

No automatic installation available. Please visit the source repository for installation instructions.

View Installation Instructions

TEAR & SHARE

3-5hrs/WK

RISING

2.5K+ USING

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

AI Skill Market Insights

Quick Start

Manual Installation

TEAR & SHARE

Tags

writing-plans

Be Part of the 2,538+ Developer Community

OpenClaw Optimizer Skill

Overview

Core Components

1. Task Router

2. Scheduler

3. Browser Governor

4. Context Compaction

5. Real-time Dashboard

Expected Savings

Installation

Usage

Monitoring

License

executing-plans

Orca CLI (worktrees & contexts)

find-skills (Vercel)

i-have-adhd (ADHD-friendly output)

Channels

Learn

Compare

Company

Agents