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 11:00:13 UTC

E.22:8 - Common anti-patterns and repairs

Anti-patternRepair
“Review this” prompt. The evaluator infers purpose.Add a QualityEvaluationQuestionFrame with exact object version, space, criterion, ClaimScope, consumer, purpose, and boundary.
Context-labelled frame. Project, domain, dashboard, cadence, or context label supplies identity or evaluation scope.Identify the frame by its C.2.1 claim content and exact EntityOfConcern; bind the exact U.ClaimScope and other use values separately.
Floor pass sold as excellence. Readiness is mistaken for exceptional improvement.State exceptionalImprovementEvaluation if wanted.
Frame replaces result. The question frame names a purpose but returns prose, a two-column value table, or proposal rows without the named evaluation’s result form.Complete the missing evaluation judgements and return the named evaluation’s declared coordinates, evidence basis, rationales, payload fields, and typed result binding or direct result relation, reusing supported parts under E.22:4.3. If the result asserts dated Work, recover the evaluator through A.13 and apply A.15.1 independently; add F.6 only for an expressly represented precise assignment-bound attribution. If it asserts an A.6.1 application, name the operation bindings. Do not infer any of them from the frame.
Description performs evaluation. A method description, characteristic-space specification, expected evidence basis, assignment occurrence, or result-form description is treated as evaluation Work or its result.Keep each description and assignment separate. Identify the direct evaluation result; when dated Work is asserted, recover the evaluator System through A.13, apply A.15.1 independently and add F.6 only when the receiving account expressly consumes precise assignment-bound attribution. Keep evidence use and result under their direct patterns.
Scope laundering. The frame asks one use, but the result answers an easier, local-only, diagnostic, or evaluator-selected use.Obtain the missing judgements under the requested U.ClaimScope, reusing any supported parts that answer it under E.22:4.3. Preserve a result for another use at its actual scope; frame that other use separately if it is now wanted.
Applied-count absorption. Closure count replaces re-evaluation of the changed object.Re-evaluate the changed object and classify impact.
Goodharted improvement. Visible values rise while protected qualities worsen, or a 5 target makes the evaluator add apparatus instead of improving content.Frame the expected evaluation effect as a substantive content change, add trade-off protection, reject dominated changes, apply E.13 when a visible value replaces the intended value, and admit no proposal only when checked positions show that no worthwhile content improvement remains.
Recommendation as decision. A follow-up hypothesis is treated as chosen work.Open the exact decision, work, publication, parity, refresh, evidence, or assurance pattern if that claim is needed.
Finding as actual Problem. A low coordinate, finding, or floor miss is treated as a Problem occurrence.Keep the evaluation result epistemic; cite C.22.PFR only when its actual-condition and criterion-applicability participants make one ProblematicFor occurrence obtain.
Lexical repair request. A finding says only “replace this word” or “avoid that wording.”State the intended content effect and apply F.19. Add the before/after KindRestorationCheck when the changed expression can alter FPF-governed meaning; leave an unjustified meaning change blocking.