Smart Model Routing for Z.AI skill for OpenClaw

What this skill does

Auto-route tasks to the cheapest z.ai (GLM) model that works correctly. Three-tier progression: Flash → Standard → Plus/32B. Classify before responding. FLASH (default): factual Q&A, greetings, reminders, status checks, lookups, simple file ops, heartbeats, casual chat, 1–2 sentence tasks, cron jobs. ESCALATE TO STANDARD: code >10 lines, analysis, comparisons, planning, reports, multi-step reasoning, tables, long writing >3 paragraphs, summarization, research synthesis, most user conversations. ESCALATE TO PLUS/32B: architecture decisions, complex debugging, multi-file refactoring, strategic planning, nuanced judgment, deep research, critical production decisions. Rule: If a human needs >30 seconds of focused thinking, escalate. If Standard struggles with complexity, go to Plus/32B. Save major API costs by starting cheap and escalating only when needed.

The Smart Model Routing for Z.AI 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 Smart Model Routing for Z.AI 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 smart-model-routing-for-zai 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 Smart Model Routing for Z.AI skill with a single command:

openclaw skills add smart-model-routing-for-zai

This pulls smart-model-routing-for-zai from ClawHub and installs it into ~/.openclaw/skills/smart-model-routing-for-zai/. Restart the OpenClaw gateway afterwards so the new skill is discovered.

How to use the Smart Model Routing for Z.AI skill

Once installed, the Smart Model Routing for Z.AI 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 smart-model-routing-for-zai-1.0.0.zip directly from our S3 mirror.
2. Unzip into ~/.openclaw/skills/smart-model-routing-for-zai/ (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 Smart Model Routing for Z.AI?

Install Smart Model Routing for Z.AI in the OpenClaw Easy desktop app by opening the Skills panel, searching for smart-model-routing-for-zai, and clicking Install. From a terminal you can run: openclaw skills add smart-model-routing-for-zai. Either way the skill is placed in ~/.openclaw/skills/smart-model-routing-for-zai/.

Is the Smart Model Routing for Z.AI 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 Smart Model Routing for Z.AI do?

Auto-route tasks to the cheapest z.ai (GLM) model that works correctly. Three-tier progression: Flash → Standard → Plus/32B. Classify before responding.

Related: more developer tools skills

If the Smart Model Routing for Z.AI skill looks useful, you may also want to check out other developer tools skills in the OpenClaw catalog:

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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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