PUBLISHED REFERENCE MATERIAL

Follow the claim to its evidence.

Start with a research question, inspect the proposed architecture, then separate implementation observations from validation evidence and open gaps. Publication here does not make a pattern true.

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Design principleNormative guidance · not evidence

Lineage Required

Principle: Every output must be traceable to its inputs and the artifacts that produced it.

principles/lineage-required.md

AT A GLANCE

Understand the source before entering the detail.

Principle: Every output must be traceable to its inputs and the artifacts that produced it.

The Principle

Operational Reasoning

What It Constrains

Consequences of Violation