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bushrabeg/turkce-humanizer

Türkçe metinlerden yapay zekâ yazım imzalarını temizleyen Claude skill'i. YZ üretimi Türkçe'yi doğal, insan-sesli Türkçe'ye dönüştürür. | A Claude skill that removes AI writing signatures from Turkish text.

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Heat

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Oct 25, 2026Nov 6, 2026100

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Individual skills in this repository

How it works

turkce-humanizer

When your agent uses it

Türkçe metinlerden AI-üretimi yazım imzalarını temizler ve metnin registeri uygunsa insan Türkçesinin ritim imzalarını yerleştirir. "Türkçeleştir," "AI kokusunu at," "bu Türkçe metni doğallaştır," "humanize et" gibi ifadelerle veya AI-üretimi görünen Türkçe paragraf sunulduğunda tetiklenir.

What it loads into context

Frontmatter

103 tokens

Always available to the agent

SKILL.md

8,222 tokens

When the skill is activated

Reference documents

13,802 tokens

Loaded on request

Token counts are estimates. Scripts run separately; they are not counted as reference context.

The playbook

  1. İŞLEM BAŞLAMADAN ÖNCE — Zorunlu İlk Adımlar
  2. Beş Mutlak Yasak (Register-Bağımsız)
  3. Pozitif Yön — Güçlü Cümle Hedefi
  4. Yapı Koruma
  5. Register Teşhisi
  6. Yazar Profili Sistemi
  7. Kullanıcıya Danışma Protokolü
  8. Faz 1 — AI Dokunuşlarını Çıkarma (Koşulsuz)
  9. Faz 2 — İnsan Ritmi Enjeksiyonu (Koşullu)
  10. Uzun Belge Davranışı
  11. Çıktı Formatı (Atlanamaz)
  12. Sınırlar ve Etik
  13. Referans
  14. v3.2 Değişiklik Notları

Files

  • .gitignoreasset4,628 bytes
  • LICENSEasset1,066 bytes
  • README.mddoc5,691 bytes
  • ROADMAP.mddoc9,460 bytes
  • SKILL.mdcore26,991 bytes
  • docs/mimari-kararlar.mddoc12,665 bytes
  • docs/register-detayli.mddoc8,070 bytes
  • docs/tdk-referanslari.mddoc7,507 bytes
  • examples/guclu-cumleler.mddoc4,320 bytes
Read SKILL.md

# Türkçe Humanizer

Bu skill iki fazlı çalışır. **Faz 1** metinden AI-üretimi yazım imzalarını çıkarır. Koşulsuzdur, her metne uygulanır. **Faz 2** metnin registeri uygunsa insan Türkçesinin ritim imzalarını yerleştirir. Koşulludur, metnin türüne göre değişir.

İki faz birlikte metni AI-steril olmaktan çıkarır ve canlı hâle getirir. Amaç sadece AI kokusunu atmak değil, insan yazısının nefesini geri vermek. Ama metnin türü izin verdiği ölçüde. Bir KVKK sözleşmesine konuşma dili girmez, bir gazete yazısına girer.

## İŞLEM BAŞLAMADAN ÖNCE — Zorunlu İlk Adımlar

**BU BÖLÜM ATLANAMAZ.** Skill herhangi bir sinyal tarama veya temizleme işlemine başlamadan önce şu iki adımı **sırayla** uygular. Skill'in ana akışına girmeden önce bu iki adım tamamlanmalı.

### Adım 1 — Register Teşhisi

Metni oku, hangi register'da olduğunu belirle (beş kategoriden biri, aşağıda tanımlı). Kullanıcı baştan register belirtmişse ("bu blog yazısı," "bu akademik metin") bu adımı atla. Belirtmemişse teşhisini kullanıcıya bildir:
View the complete source on GitHub

Skills included

  • turkce-humanizer

Repository facts

License
MIT
Created
Aug 8, 2026
Last pushed
Aug 23, 2026
Forks
4
Open issues
0
Project activity
Slowing

Before you install

Instructions only

Automated signals, not a guarantee

Checked Nov 6, 2026

Show all 21 signals by file

.gitignore

  • Network accessline 105
    #   This is especially recommended for binary packages to ensure reproducibility, and is more #   commonly ignored for libraries. #   https://python-poetry.org/docs/basic-usage/#commit-your-poetrylock-file-to-version-control
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    #   commonly ignored for libraries. #   https://python-poetry.org/docs/basic-usage/#commit-your-poetrylock-file-to-version-control # poetry.lock
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    #   https://python-poetry.org/docs/basic-usage/#commit-your-poetrylock-file-to-version-control
  • Network accessline 112
    #   Similar to Pipfile.lock, it is generally recommended to include pdm.lock in version control. #   pdm recommends including project-wide configuration in pdm.toml, but excluding .pdm-python. #   https://pdm-project.org/en/latest/usage/pro
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    #   pdm recommends including project-wide configuration in pdm.toml, but excluding .pdm-python. #   https://pdm-project.org/en/latest/usage/project/#working-with-version-control # pdm.lock
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    #   https://pdm-project.org/en/latest/usage/project/#working-with-version-control
  • Access to secretsline 151
    [Credential-related source omitted]
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    # PyCharm #   JetBrains specific template is maintained in a separate JetBrains.gitignore that can #   be found at https://github.com/github/gitignore/blob/main/Global/JetBrains.gitignore
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    #   JetBrains specific template is maintained in a separate JetBrains.gitignore that can #   be found at https://github.com/github/gitignore/blob/main/Global/JetBrains.gitignore #   and can be added to the global gitignore or merged into th
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    #   be found at https://github.com/github/gitignore/blob/main/Global/JetBrains.gitignore
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    #   Abstra is an AI-powered process automation framework. #   Ignore directories containing user credentials, local state, and settings. #   Learn more at https://abstra.io/docs
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    #   Ignore directories containing user credentials, local state, and settings. #   Learn more at https://abstra.io/docs .abstra/
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    #   Learn more at https://abstra.io/docs
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    # Visual Studio Code #   Visual Studio Code specific template is maintained in a separate VisualStudioCode.gitignore  #   that can be found at https://github.com/github/gitignore/blob/main/Global/VisualStudioCode.gitignore
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    #   Visual Studio Code specific template is maintained in a separate VisualStudioCode.gitignore  #   that can be found at https://github.com/github/gitignore/blob/main/Global/VisualStudioCode.gitignore #   and can be added to the global git
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    #   that can be found at https://github.com/github/gitignore/blob/main/Global/VisualStudioCode.gitignore

README.md

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    cd ~/.claude/skills/ git clone https://github.com/bushrabeg/turkce-humanizer.git
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    git clone https://github.com/bushrabeg/turkce-humanizer.git
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    Detaylı release notları için [Releases](https://github.com/bushrabeg/turkce-humanizer/releases) sayfasına bakılır.
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    **Büşra Begçecanlı** ([@bushrabeg](https://github.com/bushrabeg)) — Anadolu Ajansı gazeteci ve araştırmacı, AA Kitap yayın birimi, Teknopolitika.com kurucu ortağı, intelligence studies alanında yüksek lisans. Skill'in taksonomisi, kalibrasy

docs/tdk-referanslari.md

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    Türk Dil Kurumu, *Yazım Kuralları*. Erişim: [tdk.gov.tr](https://www.tdk.gov.tr).

How the signals fit together

Facts from a static read of the files at the pinned commit. They describe what the code does, not why.

Some files could not be read; the facts below still hold.

Signal confidence: 5 facts

Works with

Agent compatibility, from the files in this repository
AgentStatusEvidenceInstall to
Claude CodeCompatibleStandard SKILL.md SKILL.md.claude/skills/<skill-name>/
CodexCompatibleStandard SKILL.md SKILL.md.agents/skills/<skill-name>/
CursorCompatibleStandard SKILL.md SKILL.md.cursor/skills/<skill-name>/
Gemini CLICompatibleStandard SKILL.md SKILL.md.gemini/skills/<skill-name>/
GitHub CopilotCompatibleStandard SKILL.md SKILL.md.github/skills/<skill-name>/
OpenCodeCompatibleStandard SKILL.md SKILL.md.opencode/skills/<skill-name>/
  • Native The repository ships a manifest, folder or frontmatter field for this agent.
  • Compatible A standard SKILL.md that this agent can read.
  • Unknown No evidence either way.

Derived automatically from paths, manifests and frontmatter. Not tested on each agent.