Use Case
Stop doing repetitive developer & devops tasks manually. StartClaw-Optimizer lets your AI agent handle them automatically through natural conversation. 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 shows practical examples of using StartClaw-Optimizer to automate common developer & devops workflows and save hours every week.
Install StartClaw-Optimizer: npx clawhub@latest --dir ~/.claude/skills install startclaw-optimizer
Identify the repetitive developer & devops tasks you want to automate
Describe the task to your AI in plain English
StartClaw-Optimizer will execute the task and return results directly in the chat
Chain multiple tasks: ask your AI to run a sequence of operations
Copy these prompts and use them with your AI agent after installing StartClaw-Optimizer
Automate my developer & devops tasks using StartClaw-Optimizer
What repetitive tasks can StartClaw-Optimizer handle for me?
Set up a workflow that runs StartClaw-Optimizer every morning
Select your agent
Option 1: Install via CLI (recommended)
Recommended (no pre-install needed)
npx clawhub@latest --dir ~/.claude/skills install startclaw-optimizerOr via clawhub CLI (if already installed)
clawhub --dir ~/.claude/skills install startclaw-optimizerβ οΈ Requires Node.js 18+. No Node? Use Option 2 below to download the ZIP instead. Install Node.js β
Option 2: Manual install (no Node required)
Download the ZIP, extract it, and place the folder at the path below. Restart your agent to activate.
Install path
~/.claude/skills/startclaw-optimizer/π‘Extract and place the folder at the path above, then restart your agent.