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 07:35:20 UTC

B.5.2:13.1 - Prompt package

A conforming prompt package should make explicit:

  • the prompt species (AnomalyStatement, ProblemCuePrompt, OpportunityCuePrompt, or ProbeCuePrompt),
  • the open question that makes abduction necessary,
  • the declared scope under which the question is being posed,
  • the witnesses or provenance cues that made the prompt worth preserving,
  • and the reason the current model is insufficient.

If the initiating publication is still primarily evaluative, action-inviting, or lexically overloaded, it should first be repaired by the relevant A.6 family before it is treated as a stable abductive prompt. B.5.2 assumes typed entry, not raw lexical ambiguity.