Library / First Principles Framework (FPF) - Core Conceptual Specification
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A.3.1.MR:8 - Common Anti-Patterns and How to Avoid Them

Anti-patternRepair
“The common sequence is the Method.”Recover applicability, participant meanings, intended result, variation, limits, rivals, and missing contributions first.
“The mined model is the MethodDescription.”Keep the model as a claim-bearing result about selected evidence until one Method is admitted and the episteme passes A.3.2.
“Several candidates form one concern.”Return one account per candidate; create a separate comparison subject only for a named use.
“One expert performance proves the reusable way.”Use it to open a hypothesis; seek several grounded occurrences or lower the result.
“The log is raw fact.”Name preparation Method, configuration, source, dated Work, correlation, encoding, window, and resulting event-log episteme.
“Unknown means fill the standard field.”Keep unsupported positions unknown and preserve their use limits. Add a distinguishing question only when it changes the receiving use; a missing field does not commission evidence collection.
“Every recovery needs a full study.”Stop at the smallest source-traceable candidate or record-only result; enter ME.18 only for specialist reconstruction.