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.
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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.
Category
Developer & DevOpsWhat StartClaw-Optimizer can do for your AI workflow
Master optimization system - directly from your Claude conversation
Works across Claude, Cursor, OpenClaw β install once, use everywhere
Trusted by 2,475+ developers worldwide
One-command installation β no complex setup required
Combine with other skills to build powerful multi-step AI workflows
Try these prompts with your AI agent after installing StartClaw-Optimizer
Help me get started with StartClaw-Optimizer
Explains what StartClaw-Optimizer does, walks through the setup, and runs a quick demo based on your current project
Use StartClaw-Optimizer to master optimization system - APPLIES TO EVERY RESPONSE
Invokes StartClaw-Optimizer with the right parameters and returns the result directly in the conversation
What can I do with StartClaw-Optimizer in my developer & devops workflow?
Lists the top use cases for StartClaw-Optimizer, with example commands for each scenario
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StartClaw-Optimizer extends your AI assistant with the ability to 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. Rather than leaving your conversation to handle this manually, you can ask your Claude agent directly β and it will take care of the task end-to-end, using StartClaw-Optimizer as its underlying capability.
StartClaw-Optimizer works across Claude, Cursor, OpenClaw through the Model Context Protocol (MCP) β an open standard that lets AI clients share tools and skills without lock-in. Because MCP is platform-agnostic by design, you install StartClaw-Optimizer once and it becomes available across all your AI clients. Whether you're working in Claude for focused sessions or Cursor for integrated workflows, the skill behaves consistently.
Getting started with StartClaw-Optimizer takes about two minutes. Place the skill at `~/.claude/skills/startclaw-optimizer/` (personal, all projects) or `.claude/skills/startclaw-optimizer/` (project-specific), then restart your AI client. From that point, typing `/startclaw-optimizer` in any conversation activates it, or the AI will use it on its own when it detects a relevant request.
StartClaw-Optimizer has been installed 2,475 times, making it one of the more actively used skills in the Developer & DevOps category. The install rate suggests it solves a real, recurring need rather than a niche edge case. Like all skills on DiscoverAISkills, it is free to install and use. The broader AI skills ecosystem continues to expand as developers contribute new capabilities across categories like developer tools, data analysis, writing, automation, and more.
Place the skill folder at ~/.claude/skills/startclaw-optimizer/ for personal use (all projects), or .claude/skills/startclaw-optimizer/ for project-specific use. Restart your AI client, then invoke with /startclaw-optimizer or let the AI discover it automatically.
StartClaw-Optimizer supports Claude, Cursor, OpenClaw. It integrates seamlessly with these AI platforms to extend their capabilities.
StartClaw-Optimizer is free to install. Check the repository for licensing information.
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.
Automate my developer & devops tasks using StartClaw-Optimizer
Identifies repetitive steps in your workflow and sets up StartClaw-Optimizer to handle them automatically
StartClaw-Optimizer is categorized under Developer & DevOps. These skills help AI agents perform specialized tasks in this domain.