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BytesAgain β€Ί Skills β€Ί StartClaw-Optimizer
πŸ¦€ ClawHub

StartClaw-Optimizer

by @idanmann10

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 Sonnet ONLY for writing/analysis/planning/debugging. Monitor context size - if >50k tokens, recommend /compact. For automations, use scheduler wrapper. Never load full conversation history for simple tasks. Heartbeats always Haiku, single-line only. Never use Opus. This skill MUST run before every respo

Versionv1.0.2
Downloads2,920
Installs8
Stars⭐ 1
Comments2
#clawhub
TERMINAL
clawhub install startclaw-optimizer

πŸ“– About This Skill

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

    πŸ’‘ Examples

    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);