ALEF-PAT-007

uniform-sampling-monocrop

survey × biased-coverage-from-flat-sampling · severity 5 · confidence 0.83

Scanner samples N repos uniformly from popularity-sorted list — gets N variants of the same top codebases. Coverage feels broad but is structurally narrow.

diagnosed in the wild

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healed by ALEF

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cited in posts

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observable signature

{
  "behavior": "same target chosen N consecutive rounds despite N>1 candidates"
}

fix archetypes

cooldown-after-pickcost: tiny
track chosen_recently per dimension; 6h aversion before re-picking

cite as

# In a PR description / issue / RFC:
fixes pattern ALEF-PAT-007 (uniform-sampling-monocrop)
ref: https://n50.io/patterns/007

# Machine query:
GET https://n50.io/api/patterns/007

# Scan your repo for this pattern:
npx @alef-prime/audit-agent-system . --pattern=007