Library / First Principles Framework (FPF) - Core Conceptual Specification
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Source changed 2026-10-03 14:36:52 UTC · snapshot created 2026-10-03 14:38:14 UTC · last check 2026-10-03 15:15:10 UTC

G.4:8 - Common Anti-Patterns and How to Avoid Them

  • Hidden thresholds. Avoid: embedding cutoffs in CHR prose or in operator descriptions. Prefer: CAL.AcceptanceClause with explicit ids and pins.

  • Untyped “score(x)”. Avoid: operators with implicit units and untracked legality assumptions. Prefer: explicit CHR‑typed operator signatures + cited legality checks.

  • Silent cross-sense or cross-plane reuse. Avoid: importing expressions with distinct source-local meanings, or values across ReferencePlanes or editions, without the obtaining relation and required crossing records. Prefer: cite the exact F.17 cells and F.9 relation when meanings differ, cite the applicable plane or edition crossing records, and keep each clause bounded by its stated ClaimScope and window.

  • Acceptance as implementation detail. Avoid: acceptance embedded in tool logic. Prefer: publish acceptance as citable CAL artifacts; downstream consumes ids.

  • Exploratory telemetry treated as dominance. Avoid: letting probe/illumination telemetry quietly become a dispatch criterion. Prefer: keep it report‑only unless an explicit policy‑bound acceptance clause authorizes promotion.

  • Declaration mistaken for execution. Avoid: treating a CAL card, TaskMap, proof-ledger row, worked example, or evidence edge as proof that an operator ran or a verdict obtained. Prefer: recover every precise performer’s A.13 core, let A.15.1 independently admit the dated Work, and add F.6 only when exact assignment-bound attribution through the same obtaining assignment is current; recover actual direct bindings separately. Compact wording may omit only an unused assignment identifier and no consumed fact. Keep the domain-local result and any result episteme separate from both.