PATAS

Upload chat logs or message datasets and get AI-generated spam detection rules. PATAS clusters patterns and outputs JSON blocking rules ready for production.

Input

[WARN] Free V-Bucks click here...

[SPAM] Get rich quick scheme!!!

[INFO] Normal user message

[SPAM] Buy followers now!!!

chat_logs.jsonl

Output

{
  "action": "BLOCK",
  "pattern": "free.*v-?bucks",
  "confidence": 0.94,
  "cluster": "gaming_scam"
}

rules.json

AI Clustering

Automatically groups similar spam patterns

Production Ready

Export rules compatible with Discord, Slack, etc.

Auto-tune

Suggests SAFE_AUTO or REVIEW_ONLY modes

Specifications

Input Formats

JSONL, CSV, plain text logs

Output

JSON rules for Discord AutoMod, Slack, custom systems

What counts as "message"

One line/object in input file

Pricing

Pay per analysis batch

5credits / 100 messages

≈ $0.05 per 1,000 messages

Free tier: 100/day, 10,000/month

Analyze Logs

Try it now

Try Interactive Demo

See live pattern analysis • No sign-up required

curl -X POST https://kikuai.dev/api/demo/patas \
  -H "Content-Type: multipart/form-data" \
  -F "file=@chat_logs.jsonl"

Documentation → GitHub