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Section E · The Practice Loop
Authoring Standards
Per-brief content rules derived directly from the domain’s current Manifest Datapoint scores and included in every Content Brief. If chunk-extractability is low, the standards include specific structural rules for paragraph length and heading discipline. If entity-recognition is low, they include naming consistency requirements. If claim-density is low, they specify minimum evidence ratios. Authoring Standards regenerate per brief based on current Datapoint scores, so two briefs generated weeks apart on the same domain may have different standards if Manifest work has progressed between them.