How to Get Started with StartClaw-Optimizer in Your AI Workflow

StartClaw-Optimizer is a powerful AI agent skill that extends your assistant with new capabilities. 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 response to prevent 100k+ token bloat. This guide walks you through installing StartClaw-Optimizer, configuring it for your setup, and running your first commands — so you can start getting value in minutes.

Step-by-Step Guide

1. 1

   Install StartClaw-Optimizer: npx clawhub@latest --dir ~/.claude/skills install startclaw-optimizer

2. 2

   Restart your AI client (Claude Code, Cursor, Gemini CLI, or OpenClaw)

3. 3

   Type a natural language request related to developer & devops to trigger StartClaw-Optimizer

4. 4

   Review the output and refine your prompt for better results

5. 5

   Combine StartClaw-Optimizer with other skills to build multi-step workflows

Example Prompts

Copy these prompts and use them with your AI agent after installing StartClaw-Optimizer

More Use Cases for StartClaw-Optimizer