StartClaw-Optimizer skill for OpenClaw

What this skill does

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.

The StartClaw-Optimizer skill is part of the Developer Tools category — developer tools that help your agent write, review, debug, and ship code. You can install it on its own or alongside other developer tools skills from the OpenClaw catalog.

How to install the StartClaw-Optimizer skill

The easiest path is via the OpenClaw Easy desktop app — one click, no terminal required:

1. Download OpenClaw Easy for macOS or Windows (free, one-click installer, ~30 seconds).
2. Open the in-app Skills panel.
3. Search for startclaw-optimizer and click Install.
4. The skill activates automatically when an incoming message matches its description.

Install from the command line

If you already run the OpenClaw CLI, add the StartClaw-Optimizer skill with a single command:

openclaw skills add startclaw-optimizer

This pulls startclaw-optimizer from ClawHub and installs it into ~/.openclaw/skills/startclaw-optimizer/. Restart the OpenClaw gateway afterwards so the new skill is discovered.

How to use the StartClaw-Optimizer skill

Once installed, the StartClaw-Optimizer skill activates on its own: when an incoming message on WhatsApp, Telegram, Slack, Discord, Feishu or Line matches the skill's description, your OpenClaw agent loads it and runs the workflow. You can also trigger it explicitly by describing the task in chat. No extra configuration is required after install.

Manual install (advanced)

If you prefer manual installation:

1. Click the Download skill .zip button above to grab startclaw-optimizer-1.0.2.zip directly from our S3 mirror.
2. Unzip into ~/.openclaw/skills/startclaw-optimizer/ (create the directory if it does not exist).
3. Restart OpenClaw Easy (or the OpenClaw CLI gateway) so the new skill is discovered.

Frequently asked questions

How do I install StartClaw-Optimizer?

Install StartClaw-Optimizer in the OpenClaw Easy desktop app by opening the Skills panel, searching for startclaw-optimizer, and clicking Install. From a terminal you can run: openclaw skills add startclaw-optimizer. Either way the skill is placed in ~/.openclaw/skills/startclaw-optimizer/.

Is the StartClaw-Optimizer skill free?

Yes. It is free to download and run through ClawHub, with no account or payment required. Each skill is published by its own author under its own licence — see its ClawHub page for the licence and source.

What does StartClaw-Optimizer do?

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.

Related: more developer tools skills

If the StartClaw-Optimizer skill looks useful, you may also want to check out other developer tools skills in the OpenClaw catalog:

• Fact Checker ⬇ 3.4K
• GifHorse ⬇ 3.4K
• P0 Systems ⬇ 3.4K
• Grill Me ⬇ 3.4K
• n8n Master ⬇ 3.4K

Skills in this catalog are community-contributed integrations published on ClawHub and distributed under their own open-source licences. Product and company names, and any third-party service a skill connects to, are trademarks of their respective owners; a listing here does not imply affiliation with, sponsorship by, or endorsement from them. This page does not distribute any third-party application. Rights holders can reach us at hello@openclaw-easy.com.

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