Library / First Principles Framework (FPF) - Core Conceptual Specification
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Source changed 2026-10-03 05:16:27 UTC · snapshot created 2026-10-03 05:17:06 UTC · last check 2026-10-03 05:20:20 UTC

A.22:6 - Bias-Annotation

Bias lenses: Arch, Onto, Epist, Prag, Did, Gov. Scope: universal within FPF structure claims.

Bias riskMitigation
Architecture biasDo not make architecture the parent of all structure. A.22 stays upstream; C.30 carries grounded architecture and selected-structure adequacy.
Mathematical-formalism biasA mathematical lens can expose preserved structure and lost structure, but C.29 still defines the lens-use result, admissibility, and stop condition.
Diagram biasA useful diagram or generated relation graph is attractive enough to be mistaken for the structure. Description, specification-use, and publication boundaries stay explicit.
Review-only biasChecks leave a repair action: name the structure, name the structure-claim reliance relation record by value, state a structural view, add a StructureUseReturnCondition, or apply the FPF definition or test needed by the claim.
Didactic-thinning riskSemantic repair does not leave inert prose. The recognition text keeps the first useful move and the practical payoff visible before the formal records.

This checklist verifies the preceding guidance after the practitioner has chosen the selected repair action; it is not a required project control form and not a substitute for the card, note, view, relation, or repair guidance above.