v2026.3.11.1 |与OpenClaw v2026.3.11对齐 |CLI优先顾问

[!警告] ** 🌅 维护日落通知**

随着我已从OpenClaw转向我自己的代理解决方案，该项目已不再积极维护。本次v2026.3.11.1版本是最终更新。

我强烈建议用户分叉该仓库，并根据需要继续更新技能以备未来OpenClaw版本。感谢所有使用并贡献本优化器的朋友！

这是一项AI技能，能将你的OpenClaw配置从“我觉得它能用”转变为一个经过调校、成本效益高、自我文档化的系统。它会审计你已有的内容，准确告诉你该更改什么，在你承诺前展示回滚命令，并永久记住所有关于部署的知识——跨会话、跨工具。

免责声明： 该技能是一个由人工智能驱动的顾问。其推荐由运行该技能的 AI 模型生成，结果可能因模型、版本和部署而异。**你有责任在应用前检查并确认每一个操作和建议。

The OpenClaw Optimizer

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As I have transitioned off OpenClaw to my own agentic solution, this project is no longer actively maintained.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

---

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 queue is silently saturating their gateway’s event loop.

This skill finds all of that. Then it fixes it – but only when you say so.

---

Highlights

50-95% Cost Reduction Through Tiered Routing

Not every request needs Opus. The skill builds a 4-tier routing plan that sends heartbeats and cron to the cheapest models, daily tasks to mid-tier, and reserves premium models for coding and orchestration. Exact config and rollback commands included.

40+ Model Providers, Ready to Go

Anthropic, OpenAI, OpenAI Codex (subscription-based OAuth with GPT-5.4), Google Gemini, Google Vertex AI, Moonshot/Kimi, Kimi Coding, KiloCode, Groq, xAI, OpenRouter, Bedrock, Together AI, Cerebras, Hugging Face, Ollama, vLLM, MiniMax, Venice, Z.AI, Synthetic, OpenCode Zen, OpenCode Go, and more. Each with the exact CLI commands to authenticate, configure, and add to your fallback chain. Includes provider ban warnings for Google (AntiGravity/Gemini CLI) and Anthropic (Claude Code tokens).