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Get Smart cost-control pattern TOKENS for Manu

Exactly. That is the Get Smart cost-control pattern: 

Do not spend AI tokens to rediscover answers the system already has.

Better project wording:

Use deterministic system knowledge first. Use AI only when the available data, rules, or thresholds are insufficient.

For current project:

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