fpf.tools
Library / First Principles Framework (FPF) - Core Conceptual Specification
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E.17:11 - Consequences

BenefitWhy it mattersTrade-off and mitigation
Arrow traceability.Composition preserved across faces enables chain‑of‑evidence on pipelines.Slight authoring overhead → MVPK templates.
Review-ready faces.Pins plus CHR references make numeric claims verifiable.Apply the declared publication checks to MVPK claims; project gates stay with the relevant OperationalGate(profile) or GateDecision source when the gate claim is present.
Terminology hygiene.Clear View vs Viewpoint, Publication vs Presentation.Enforce publication-face-kind discipline tokens in CI.
Notation independence.Viewpoints talk concerns, not tools.Provide adapters to local publication toolchains.