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Library / First Principles Framework (FPF) - Core Conceptual Specification
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E.2:4 - Solution

FPF rests on eleven binding pillars. Every artefact, pattern, and design-rationale record (DRR) must honour the applicable constraints and explain material conflicts. Together the pillars guide evolvability, cross-scale coherence and didactic clarity; their realization must be established for the particular use.

IDPillarEssence
P‑1Cognitive EleganceHighlight decisive structure, eliminate ornamental formalism; separate data governance from thinking.
P‑2Didactic PrimacyHuman comprehension outranks theoretical or tooling purity.
P‑3Scalable FormalityStrengthen formality as the use requires, preserving meaning and traceable grounds. A changed meaning may require an explicit rewrite or branch.
P‑4Open‑Ended KernelThe Kernel contains only meta‑concepts; all domain knowledge lives in external patterns.
P‑5FPF LayeringPatterns are modular, declarative extensions that can be added, replaced, or removed without destabilising the core.
P-6Lexical StratificationEvery core concept is expressible in four registers: plain name, technical term, admitted U-kind or governed value name, and mathematical symbol.
P‑7Pragmatic UtilityProofs, metrics, and models exist to achieve real‑world objectives; falsification is rewarded over confirmation.
P‑8Cross‑Scale ConsistencyPreserve shared distinctions and state what composition preserves or loses across scales and bearers; qualify each algebra for its material-system, knowledge, or Method use.
P‑9State ExplicitnessMake states, editions and transition conditions explicit when they change use or reliance. Keep transitions traceable and assess their cost and risk.
P‑10Open‑Ended EvolutionKeep justified improvement, revision, replacement and branching possible. Choose continuation under the use’s cost and safety constraints; permit retention, local stopping and retirement with explicit reasons and reopen conditions.
P‑11State‑of‑the‑Art AlignmentThe kernel and extension domain-specific patterns track reliable contemporary knowledge and update when the SoTA advances.

When a pillar-impact argument relies on mathematical structure, scale behavior, optimization, uncertainty, invariance, obstruction, or other first-principles modeling support, the applicable mathematical-lens use support path is C.29. The pillar claim remains governed by E.2; C.29 only states the mathematical lens, preserved and lost structure, admissible use, neighboring-pattern exits, and stop condition that make the pillar support inspectable.

Any DRR that contradicts a pillar must first amend this constitutional pattern.