// SKILLAI Optimization

Dynamic Model Selector

Automatically route queries to the optimal AI model based on task complexity. Save costs on simple questions, use premium models for complex reasoning.

/dynamic-model-selector

KEY FEATURES

1

Automatic complexity classification (simple, medium, complex)

2

Configurable model routing rules per complexity level

3

Cost-per-query tracking and optimization

4

Fallback model support for rate limits

5

Per-conversation model persistence for coherent sessions

CONFIGURATION EXAMPLE

openclaw.json
"skills": {
  "entries": {
    "dynamic-model-selector": { "enabled": true }
  }
}

EXAMPLE CONVERSATION

U

What's 2+2?

B

[Routed to: Haiku — simple query] 2 + 2 = 4

U

Explain quantum entanglement and its implications for computing

B

[Routed to: Opus — complex reasoning] Quantum entanglement is a phenomenon where two particles become correlated...

TIPS & BEST PRACTICES

Only effective when your ClawHost plan supports multiple models

Routing decisions are logged for transparency

Pair with Context Budgeting for maximum cost optimization

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Dynamic Model Selector · AI Optimization

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