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Merge main v4.0 → legacy: self-contained SKILL.md, consistency fixes, human text descriptions#3

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MADEVAL merged 2 commits into
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Jul 12, 2026
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Merge main v4.0 → legacy: self-contained SKILL.md, consistency fixes, human text descriptions#3
MADEVAL merged 2 commits into
legacyfrom
main

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@MADEVAL MADEVAL commented Jul 12, 2026

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Merge all v4.0 improvements from main into legacy:

v4.0 architectural changes

  • Self-contained SKILL.md — top-15 per-language data inlined (burned words, AI markers, tone profiles)
  • Pre-flight guard — weighted threshold, min text size, RU канцелярит adjustment
  • Per-language specificity examples — rung 0→4 for all 9 languages
  • Per-tone per-language markers — authentic phrases for 7 tones × 9 languages
  • RankWise + MindFluence integration — preservation rules, triple pipeline
  • External validation — 3-layer framework (readsight + pymorphy3/spaCy + ZeroGPT)

Consistency fixes (audit)

  • Pipeline stage count unified across all files
  • «What human text looks like» per-language descriptions restored
  • Stage Scores output format — semantic explanations restored
  • Missing UK detection marker fixed
  • 8 example files: v3 → v4
  • validate.sh: version check 3.0 → 4.0
  • validate.ps1: UTF-8 encoding fix for verify flags
  • PLAN.md: stale references and checkboxes updated
  • full-rewrite.md: max consecutive category 3 → 2

New scripts

morph-check.ps1, readability-check.ps1, clause-check.ps1, run-benchmark.sh, run-eval.ps1


@MADEVAL MADEVAL merged commit b5e5a6e into legacy Jul 12, 2026
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