Library / First Principles Framework (FPF) - Core Conceptual Specification
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E.11.PUR:8 - Common Anti-Patterns and How to Avoid Them

MisuseWhy it failsRepair
Recommend before aggregating fitA partial match is overread as selection.Apply the aggregate rule in 4.1: a known misfit settles inapplicability even when another aspect is unresolved. Obtain missing information only when its answer can change a worthwhile continuation.
Rank every candidateA scalar order hides complements and incomparable results.Use unordered or partial coordination when that matches the current relation.
Use sequence as WorkPlanPattern-use relations acquire dates, resources, and work authority that no such relation establishes.Create an A.15.2 WorkPlan only when intended work is current.
Confuse dependency with readinessA known unmet prerequisite is denied as a dependency, or an expectation is treated as achieved.Establish the prospective directed constraint under §4.4 and assess current readiness from actual closure separately. Reuse an adequate earlier result before repeating work.
Treat a context label as identityA project, domain, or context label is made a participant or identity field for recommendation or coordination.Identify the C.2.1 episteme from its claim content, EntityOfConcern, and effective reference scheme; keep every neighboring scope, model-use, work, and qualification relation separate.
Treat recommendation as authorizationGuidance bypasses evidence, gate, commitment, or work governance.Continue to the direct evidence, gate, decision, authorization, or work pattern for that stronger claim.
Repeat a result under another stage nameThe same question is answered again and the two result descriptions can drift.Compare the earlier result under the pattern that defines or tests it; cite a matching result or reopen the smallest changed result question.