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Ai Detect

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Детекция и коррекция AI-сгенерированного текста по методике DrMax LinguaForensic v3.9.4 (284 лингвистических признака + 16 структурных маркеров + knockoff + fluency F1–F7 + GEO G0–G5 + adversarial humanization + Programmatic/Affiliate SEO domain + alignment-style proxies). 5 режимов: быстрая детекция, полная детекция, стратегический рерайт, сравнительный анализ, циклический рерайт. Use when: проверь текст на AI, роботность, AI-детект, детекция текста, похоже на нейросеть, гуманизация, очелове...

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  • Added September 3, 2026
ai-agents

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npx -y skills add VKirill/claude-lane-stack --skill ai-detect --agent claude-code

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SKILL.md
---
name: ai-detect
description: "Детекция и коррекция AI-сгенерированного текста по методике DrMax LinguaForensic v3.9.4 (284 лингвистических признака + 16 структурных маркеров + knockoff + fluency F1–F7 + GEO G0–G5 + adversarial humanization + Programmatic/Affiliate SEO domain + alignment-style proxies). 5 режимов: быстрая детекция, полная детекция, стратегический рерайт, сравнительный анализ, циклический рерайт. Use when: проверь текст на AI, роботность, AI-детект, детекция текста, похоже на нейросеть, гуманизация, очеловечить текст, рерайт под человека, снизить детектируемость, цитируемость в AI Overview, GEO-оптимизация текста, LinguaForensic, knockoff, fluency. SKIP: написание с нуля (→drmax-cocoon-engine-x4); типографика (→ru-text); редактура без детекта (→drmax-text-humanization)."
---

# LinguaForensic AI Text Detector v3.9.4

## Protocol

1. Open the **canonical original** and apply it **byte-identically** — do not summarize, translate, or “improve” the skill text:
   - Primary: [references/AI-detect-v-3-9-4-full.md](references/AI-detect-v-3-9-4-full.md)
2. Older versions in `references/` (`v3.8.6`, `v3.8.12`, `v3.8.5`, `v3.4`) are **historical only** — use them only to reproduce an old report.
3. Output is probabilistic. Never claim “proved authorship”.
4. For pure editorial naturalness **without** detector optimization → use `drmax-text-humanization` (downstream of GIST).
5. For replaceability (not style) → X4 `/заменяемость` / GIST 4.3.

## Version map

| Version | Status | Path |
|---|---|---|
| **3.9.4 full** | **Current for new work** | `references/AI-detect-v-3-9-4-full.md` |
| 3.8.12 | Superseded (prompt-channel post 70) | corpus `.../70/AI-detect-v-3-8-12.md` |
| 3.8.6 | Superseded (previous skill body) | `references/AI-detect-v-3-8-6.md` if present |
| 3.8.5 / 3.4 | Archive | `references/` |

## Related

- `drmax-text-humanization` — editorial layer (not detector evasion)
- `drmax-cocoon-engine-x4` — page design / replaceability
- `seo-drmax-orchestrator` — pipeline routing

Files in this skill

  • SKILL.md2.7 KB
  • references/AI-detect-v-3-4.md68.9 KB
  • references/AI-detect-v-3-8-5.md88 KB
  • references/AI-detect-v-3-8-6.md80.8 KB
  • references/thresholds-quick.md9.2 KB

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