digital-doppelganger

name	digital-doppelganger
description	Clone your writing style, personality, and voice from chat history. Learns your slang, typos, tone, and mannerisms to reply exactly like you. Creates drafts that sound 100% like you - from casual "oke bang" to formal business emails.

🧬 Digital Doppelgänger

Kloning gaya bahasamu - dari chat santai sampai email resmi.

🎯 Philosophy

Bukan sekadar AI yang formal. Tapi AI yang bener-bener jadi kamu:

• ✅ Slang khas kamu
• ✅ Typo pattern kamu
• ✅ Tone casual/formal sesuai konteks
• ✅ Emoji usage pattern
• ✅ Cara mulai/menutup percakapan

🧠 Learning Sources

Source	What It Learns
Telegram Chat - Slang, emoji usage, greeting style
Email (Formal) - Business tone, professional structure
WhatsApp - Casual language, abbreviations
Your Edits - Perbedaan draft AI vs final edit kamu

📊 Personality Profile

Stored in personality/profile.json:

{
  "voice": {
    "casual": {
      "greetings": ["Halo", "Oke", "Sip"],
      "closings": ["Makasih", "Okedeh", "Cheers"],
      "slang": ["gue", "lu", "bang", "bro"],
      "emoji_frequency": 0.3,
      "typo_patterns": ["yang" → "yng", "sudah" → "udh"]
    },
    "formal": {
      "greetings": ["Selamat pagi", "Yth. Bapak/Ibu"],
      "closings": ["Hormat kami", "Terima kasih"],
      "structure": "professional"
    }
  },
  "context_rules": {
    "use_casual_when": ["friend", "group_chat", "informal"],
    "use_formal_when": ["client", "business", "official"]
  }
}

🚀 Usage

1. Train from Your Data

# Export Telegram chat (JSON) terus train
bash skills/digital-doppelganger/scripts/train.sh \
  --source ~/exports/telegram_chat.json \
  --type telegram

# Train dari email
bash skills/digital-doppelganger/scripts/train.sh \
  --source ~/exports/emails/ \
  --type email

2. Generate Draft Reply

# Input: email/chat yang perlu dibalas
bash skills/digital-doppelganger/scripts/draft.sh \
  --input "email_from_client.txt" \
  --context formal \
  --output draft_reply.txt

3. Via Telegram

[Forward email dari klien]
"@radit draft reply formal"

Radit: 
💬 *Draft Reply (Formal - 85% match your style)*

"Selamat siang Bapak,

Baik, untuk proposal tersebut kami akan...

Terima kasih,
Fanani"

[Approve?] [Edit] [Regenerate]

📝 Examples

Casual (Friend)

Input: "Bro besok meeting jam berapa?"

Your Style Draft: "Oke bang, besok meeting jam 10 ya. Gue kabarin lagi kalo ada perubahan 👍"

Formal (Client)

Input: "Bisa kirim proposalnya hari ini?"

Your Style Draft: "Selamat siang Bapak,

Baik, proposal akan kami kirimkan hari ini pukul 17.00 WIB.

Terima kasih atas kesabarannya.

Hormat kami, Fanani"

Semi-Formal (Colleague)

Input: "Deadline project diundur ke Jumat"

Your Style Draft: "Oke noted, thanks infonya. Jadi Jumat ini deadline ya? Aman sih harusnya, progress udah 80% 👌"

🔄 Continuous Learning

Every time you edit AI's draft:

1. Simpan perbedaan (AI draft vs Your final)
2. Update personality profile
3. Learn new patterns

🔒 Privacy

• ✅ 100% Local processing
• ✅ Chat history ga di-upload
• ✅ Profile encrypted
• ✅ You control what to train

🎯 Accuracy Targets

Metric	Target
Vocabulary Match	85%+
Tone Accuracy	90%+
Context Appropriateness	95%+
Typo Pattern Match	70%+

📈 Improvement Over Time

Semakin sering dipakai, semakin mirip:

• Week 1: 60% match
• Week 4: 75% match
• Week 12: 85%+ match