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Library / First Principles Framework (FPF) - Core Conceptual Specification
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Source changed 2026-10-03 10:39:28 UTC · snapshot created 2026-10-03 10:40:04 UTC · last check 2026-10-03 11:45:17 UTC

C.25:8 - Common Anti-Patterns and How to Avoid Them

Anti-patternWhat it looks likeHow FPF prevents it
One-number -ilityResilience = 82 with no declaration of what is being measured and what scope/scenario is intended.CC-C.25-2 requires a Q-Bundle when the family is composite.
Scope as metricThe claim treats wider applicability as a higher quality value rather than as a larger USM set.CC-C.25-3 keeps scope set-valued and non-CHR.
Mechanism equals qualityPresence of a mechanism or certificate is reported as if it were the measurement itself.CC-C.25-4 keeps mechanism/status slots distinct from measures.
Collapsed guard proseOne sentence mixes coverage, thresholds, windows, and mechanisms without typed separation.C.25 rewrites the claim into explicit slots and typed guard factors.