Library / First Principles Framework (FPF) - Core Conceptual Specification
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Source changed 2026-10-03 05:29:54 UTC · snapshot created 2026-10-03 05:30:57 UTC · last check 2026-10-03 06:00:20 UTC

E.23.CDI:8 - Common Anti-Patterns and How to Avoid Them

Anti-patternRepair
Training completed, capability changedKeep the training or exercise result, then check the admitted holder’s capability and transfer in representative Work.
Group label as holderIdentify the exact System whose capability is claimed; keep member capabilities separate unless the whole is admitted for that claim.
Provider success as holder successRecord the provider contribution separately and test whether the holder can perform the named Work.
Exercise as transferPreserve the exercise evidence but run a representative-Work check under the relevant conditions.
Balanced means equal scoresName the limiting contribution and protected conditions; do not invent a universal scale or equal target.
Cultural spread as capabilityUse C.36 for distributed cultural change and keep capability with the admitted holder System.
Human training as the universal intervention. Practice, coaching, or credential language is copied into a technical, organizational, AI, collective, equipped, or hybrid case without identifying the actual limiting contribution.Recover the holder-specific limitation and domain Methods, choose the intervention that addresses it, and test the declared target in representative Work.