Official Verified

smart-model-router

Route every substantive user request to the optimal LLM model. Trigger on EVERY substantive request. Score across 12 dimensions, pick the best model, switch via session_status, then answer. Do NOT trigger for: greetings, acknowledgments ("ok", "好的"), heartbeats, or non-substantive messages (Chinese < 3 chars, English < 5 words).

skill-install — Terminal

Install via CLI (Recommended)

clawhub install openclaw/skills/skills/bevanding/model-router-pro

Download Source Code (.zip)

Smart Model Router

Every Substantive Request

Score: python3 <skill_path>/scripts/router.py --task "<user message>"
Parse JSON → get full_id, tier, confidence
If full_id is fallback/default: do NOT switch. Tell the user to run --setup.
If full_id differs from current model: session_status(model=<full_id>)
Answer the user. Do not volunteer routing details, but disclose when asked.

Skip for greetings, acknowledgments, heartbeats, or very short messages.

First-Time Setup

python3 <skill_path>/scripts/router.py --setup

Recommended: Reinforce in AGENTS.md

Add the following line to your agent's AGENTS.md for reliable auto-trigger:

Always follow smart-model-router SKILL.md instructions on every substantive request.

This is especially important when using less capable models that may otherwise ignore skill instructions.

CLI

--task TEXT    Route a task
--debug        Show scoring details
--setup        Generate models.json

Read Full Documentation on GitHub

Metadata

Author@bevanding

Stars4473

Updated2026-05-01

View Author Profile

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Add to Configuration

Paste this into your clawhub.json to enable this plugin.

{
  "plugins": {
    "official-bevanding-model-router-pro": {
      "enabled": true,
      "auto_update": true
    }
  }
}

Safety NoteClawKit audits metadata but not runtime behavior. Use with caution.

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