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The Openclaw Optimizer

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Description

AI skill for optimizing and troubleshooting OpenClaw workspaces. 29 providers, tiered model routing, 36-check identity audit, persistent deployment profiles, and one-liner installation across 10 AI tools.

Installation

This entry records only its repository, not the path inside it, so there is no exact command to give. Open the source below and copy the folder into ~/.claude/skills/, or the file into ~/.claude/agents/.

README

The OpenClaw Optimizer

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![OpenClaw Optimizer Banner](assets/banner.png)

**v2026.3.11.1** | Aligned with OpenClaw v2026.3.11 | CLI-first advisor

[!WARNING] **🌅 Maintenance Sunset Notice**

As I have transitioned off OpenClaw to my own agentic solution, **this project is no longer actively maintained**. This `v2026.3.11.1` release is the final update.

I highly encourage users to fork this repository and continue updating the skill for future releases of OpenClaw as needed. Thank you to everyone who has used and contributed to this optimizer!

An AI skill that turns your OpenClaw setup from "it works, I think" into a tuned, cost-efficient, self-documenting system. It audits what you have, tells you exactly what to change, shows you the rollback command before you commit, and remembers everything it learns about your deployment -- permanently, across sessions, across tools.

**Disclaimer:** This skill is an AI-driven advisor. Its recommendations are generated by whichever AI model runs the skill, and results may vary between models, versions, and deployments. **You are responsible for inspecting and confirming every action and recommendation before applying it.** The authors assume no liability for any damage, data loss, misconfiguration, or unexpected costs resulting from the use of this skill. Use at your own risk.


Overview Demo

OpenClaw Optimizer Overview Demo

Why This Exists

Most OpenClaw users are running with default model routing (expensive), bloated bootstrap files (burning tokens every turn), cron jobs piling up on the same minute (thundering herd), and no idea that a stuck delivery qu