adenaufal/anti-slop-writing - Project IndopenSource

README

anti-slop-writing

v3.0 — 6 Juli 2026

Bahasa Indonesia (default) | English

Skill universal biar output AI gak terdengar kayak AI. Lebih manusia, lebih spesifik, gak kaku.

Cocok untuk Claude.ai, Claude Code, Codex CLI, Gemini CLI, Copilot, Cursor, Windsurf, dan tool lain yang support system prompt.

Berdasarkan Wikipedia "Signs of AI Writing" + riset deteksi teks AI. Terinspirasi dari @mkbijaksana.

Yang Baru di v3.0

Pergeseran 2026: cadence uniformity sebagai tell #1, tes 30 detik, repetisi kata kunci prompt
Sidik Jari Per Model: dialek Motivator GPT-5.x, dialek Philosopher Claude (data korpus Opus 4.5)
Aturan baru: Pecah Sentence DNA Empat Bagian, jebakan burstiness bimodal, fragmentasi paragraf
Koreksi pasif dua arah: model baru pakai pasif lebih sedikit dari manusia
Aturan kepadatan titik dua/titik koma
Larangan kosakata baru era 2026: ensuring, plays-a-role-in-shaping, intensifiers
13 item checklist baru (total 36 untuk EN, 48 untuk ID)
Aturan khas Indonesia baru: BI-11 (hook dua klausa), BI-12 (repetisi prompt), anti-translationese

Sebelum vs Sesudah

Tanpa skill ini:

The festival serves as a vibrant testament to the region's rich cultural heritage, showcasing the intricate tapestry of traditions that have endured through the ages, contributing to the broader social fabric of the community.

Dengan skill ini:

The festival has run every April since 1987. Locals build their own stalls. The goat cheese and handmade pottery sell out by noon.

Mulai Cepat

Claude.ai (Web) — Cara Paling Gampang

Download anti-slop-writing-id.skill (Indonesia) atau anti-slop-writing-en.skill (English) dari Releases terbaru
Di Claude.ai: Settings → Skills → Install from file
Pilih file yang barusan di-download
Mulai chat baru, langsung pakai

Claude Code

# Global
git clone https://github.com/adenaufal/anti-slop-writing ~/.claude/skills/anti-slop-writing

# Atau per-project
git clone https://github.com/adenaufal/anti-slop-writing .claude/skills/anti-slop-writing

Skill: indonesian/SKILL.md (Bahasa Indonesia) atau english/SKILL.md (English).

Tool Lain (Codex CLI, Gemini CLI, Copilot, Cursor, Windsurf, Aider, ChatGPT)

Lihat Instalasi Lengkap di bawah.

Cara Pakai

Pakai perintah natural:

"Tolong rewrite biar lebih manusiawi."
"Bikin tulisan ini gak keliatan AI."
"No slop, langsung to the point."

Di Claude Code bisa juga pakai /anti-slop-writing.

Cek Cepat

Kirim prompt ini buat tes:

Ubah paragraf ini jadi 2 versi:
1) versi formal ringkas
2) versi santai
Keduanya harus tetap natural dan hindari frasa AI template.

Kalau hasilnya lebih konkret dan ritme kalimatnya bervariasi, berarti aturannya aktif.

Instalasi Lengkap

Semua tool selain Claude.ai perlu clone repo dulu:
git clone https://github.com/adenaufal/anti-slop-writing /tmp/anti-slop-writing
Lalu pilih file dari indonesian/ (Bahasa Indonesia) atau english/ (English).

Tool	File & Lokasi
Codex CLI (global)	`cp /tmp/anti-slop-writing/indonesian/AGENTS.md ~/.codex/AGENTS.md`
Codex CLI (project)	`cp /tmp/anti-slop-writing/indonesian/AGENTS.md ./AGENTS.md`
Gemini CLI (global)	`cp /tmp/anti-slop-writing/indonesian/GEMINI.md ~/.gemini/GEMINI.md`
Gemini CLI (project)	`cp /tmp/anti-slop-writing/indonesian/GEMINI.md ./GEMINI.md`
GitHub Copilot	`cp /tmp/anti-slop-writing/indonesian/AGENTS.md .github/copilot-instructions.md`
Cursor	`cp /tmp/anti-slop-writing/indonesian/AGENTS.md .cursor/rules/anti-slop-writing.mdc`
Windsurf	`cp /tmp/anti-slop-writing/indonesian/AGENTS.md .windsurf/rules/anti-slop-writing.md`
Aider	`aider --system-prompt "$(cat indonesian/system-prompt.md)"`
ChatGPT / tool lain	Copy isi `indonesian/system-prompt.md` → paste ke System Prompt

Ganti indonesian/ dengan english/ kalau mau versi English.

Isi Repo

anti-slop-writing/
├── english/
│   ├── SKILL.md
│   ├── AGENTS.md
│   ├── GEMINI.md
│   ├── system-prompt.md
│   └── references/
│       ├── vocabulary-banlist.md
│       └── structural-patterns.md
├── indonesian/
│   ├── SKILL.md
│   ├── AGENTS.md
│   ├── GEMINI.md
│   ├── system-prompt.md
│   └── references/
│       ├── vocabulary-banlist.md
│       └── structural-patterns.md
├── references/              ← legacy (gabungan)
├── anti-slop-writing-en.skill   ← siap pakai untuk Claude.ai
├── anti-slop-writing-id.skill   ← siap pakai untuk Claude.ai
├── README.md
├── README.en.md
└── LICENSE

AGENTS.md, GEMINI.md, system-prompt.md isinya sama — beda format aja sesuai tool.
SKILL.md khusus format skill Claude Code.
anti-slop-writing-*.skill dirilis terpisah via Releases.

Fokus Bahasa Indonesia

Repo ini punya aturan khusus buat pola AI dalam teks Bahasa Indonesia:

Gaya terlalu baku di konteks santai
Frasa template ("tidak hanya... tetapi juga")
Selalu menutup dengan "Kesimpulan"
Nominalisasi berlebihan
Absennya partikel wacana (nah/sih/dong/kan)
"Anda" yang kaku tanpa lihat konteks
Translationese (struktur kalimat kalke Inggris)
Hook dua klausa simetris ("Banyak orang mengira X. Kenyataannya Y.")
Repetisi kata kunci prompt

Pakai file dari folder indonesian/.

Sumber

Wikipedia: Signs of AI Writing
Kobak et al. (2024): Delving into LLM-assisted writing (arXiv:2406.07016)
Russell, Karpinska & Iyyer (2025): People who frequently use ChatGPT are accurate detectors of AI-generated text
Fraser, Dawkins & Kiritchenko (2025): Detecting AI-generated text: factors influencing detectability
Wang et al. (2024): M4: Multi-generator, Multi-domain, Multi-lingual Black-Box MGT Detection
Lovenia et al. (2024): SEACrowd (arXiv:2406.10118)
Ilman Akbar (2024): Cara gampang mendeteksi konten buatan AI secara manual
The Conversation Indonesia (2024): Mengapa tulisan asli bisa terdeteksi buatan AI

Credits

@mkbijaksana
Wikipedia WikiProject AI Cleanup

License

MIT