drmax-text-humanization

Solid

DrMax TEXT HUMANIZATION v1.6.1 RUNTIME — last-mile editorial after X4/GIST export: clarity, naturalness, decision value; no semantic-contract break, no detector-evasion. Use when: очеловечить текст, humanization, довести черновик, GIST handoff, сделать текст естественнее. SKIP: cocoon/IA (→drmax-cocoon-engine-x4); AI-style measure (→ai-detect, not always-on).

AI & Automation 117 stars 0 forks Updated today MIT

Install

View on GitHub

Quality Score: 85/100

Stars 20%
69
Recency 20%
100
Frontmatter 20%
70
Documentation 15%
52
Issue Health 10%
50
License 10%
100
Description 5%
100

Skill Content

# TEXT HUMANIZATION by DrMax v1.6.1 ## When - After X4 `экспорт` or an approved draft: delivery layer only - Draft is factually approved; need natural professional prose - **Not** for gaming AI detectors (that is a different, discouraged goal) ## Protocol 1. Load runtime skill **1:1**: [ORIGINAL.md](ORIGINAL.md) 2. Optional help + scenarios: - [HELP.md](HELP.md) - [SCENARIOS.md](SCENARIOS.md) 3. Prefer `GIST HUMANIZATION HANDOFF` if available 4. Priority: facts → semantic contract → decision architecture → safety → decision value → specificity → clarity → readability → style 5. Do **not** change protected facts, conditions, limits, or unique GIST factors for “smoothness” ## Place in pipeline ``` X4 export / approved draft → Text Humanization → ai-detect → publish ``` ## Related - `drmax-cocoon-engine-x4` — structure and GIST 4.3; this skill does not design pages - `ai-detect` — LinguaForensic 3.9.4 measure after this pass; not a substitute - `drmax-signalforge` — live-URL experiments, not prose polish

Details

Author
VKirill
Repository
VKirill/claude-lane-stack
Created
2 months ago
Last Updated
today
Language
Python
License
MIT

Integrates with

Bundled in these plugins

Similar Skills

Semantically similar based on skill content — not just same category

AI & Automation Solid

ai-detect

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).

117 Updated today
VKirill
AI & Automation Featured

creative-humanizer

Humanize text: strip AI-isms, audit AI tells, and add real voice.

32 Updated today
xiaohei-info
AI & Automation Listed

text-human

Humanizes code, docs, articles, reddit/chat, javadoc -- strips AI artifacts, fixes unicode, fits register. Triggers: humanize, ai artifacts, unicode fix, article, reddit, javadoc.

32 Updated 1 weeks ago
kochetkov-ma