Acceptance Logic

Status values

• auto-draft: structured estimate created, still not an operational completion state.
• nutrition-reviewed: nutrition agent has reviewed the record and stands behind the durable estimate.
• athlete-confirmed: athlete later confirmed ingredients, portions, or timing enough to materially tighten the record.
• corrected-after-follow-up: durable record revised after clarification or correction.

Auto-accept conditions

Auto-accept should be limited to records where all of the following are true:

• food identity confidence is high
• portion confidence is at least moderate
• nutrient lookup source is label-backed or athlete-text-backed
• gluten and dairy status are not uncertain
• undercount risk is low or clearly disclosed

Default operating stance

• Most photo-only records should not auto-accept.
• The default path for photo-only intake is nutrition agent review.
• auto-draft may describe estimate quality, but it does not satisfy the four-write workflow.
• The durable record plus the same-day nutrition log remain the completion gate.