Skip to main content
firmuslive

firmuslive

👑 FIRMUS | Professionel Casino Player & Streamer 📩 İş birlikleri için Telegram: t.me/firmusmarketing • 🎰 Slot • 🎲 Casino • 🔥 Her Gün Canlı Yayın ✨ Şıklığın, heyecanın ve eğlencenin buluştuğu adres. 🖤 Kaliteli yayınlar, güçlü atmosfer ve kesintisiz aksiyon.

Oct 2026400
Subscriptions
1subs
Active Sub
Subscribed to 1 channel
Total Messages
25msgs
Active
3 emotes used
Top Badge
Subscriber
Subscriber
COMMUNITY
Active SubscriberView
Channels Texted
1streams
Dedicated
Top: @sakultah (25 msgs)

Trust Factor Engine

0-100 Mathematical Model•58% Confidence
⭐️SubscriberCommunity Pillar
Authoritative Trust Score
100/ 100
0 (High Risk / Bot)Trusted Baseline: 70100 (Community Pillar)
5-Pillar Point DeltaBaseline 70 pts (Score: 70 + Deltas)
Organic EngagementAuthentic chat & emote volume vs bot commands
+10 pts
Typing CadenceHuman timing entropy, cadence variance, vocabulary
+12 pts
Channel LoyaltySubscribed streams, VIP standing, active presence
+8 pts
Account AuthenticityAvatar, bio & verification (burner alt detection)
0 pts
Moderation StandingDecayed sanctions buffered by clean channel ratio
+3 pts
Penalty (-pts)0 BaselineBonus (+pts)
Dynamic Multi-Pillar EngineLive & Verified

Behavioral Biometrics

Cadence & Chat Analysis
Organic Human
Automation & Bot Probability
0%risk
0% (Organic Human)50% (Suspect)100% (Confirmed Bot)
Timing Cadence
30.8sNatural timing interval
Lexical Variety
84%Diverse conversation
Total Chat Volume
25Across tracked streams
Channel Hubs
1Subscribed channels
Entropy SignatureHuman Verified

Active Channels

Engagement Footprint
#1
sa
sakultah
25 msgs100%

Moderation Standing

Cross-Channel Sanctions Audit
Clean Record
Clean Channel Ratio
100%clean
1 clean channels0 active sanctioned
Pristine Moderation RecordZero bans, timeouts, or cross-channel platform sanctions detected across all tracked streams.
Channel Loyalty BufferShield Active

Risk Signals & Account Diagnostics

Live biometric, behavioral, and platform cross-checks
5 active signals
Organic Community Chatter
+10 pts

25 messages with high conversational engagement.

Human Typing Cadence
+8 pts

Natural inter-message timing variance (CV 0.75).

High Lexical Variety
+4 pts

84% unique phrasing across meaningful chat lines.

Active Subscriber
+8 pts

Active channel subscription badge.

Clean Moderation Record
+3 pts

Zero bans or timeouts recorded across all tracked channels.

Detected Signatures:ORGANIC_CHATTERNATURAL_CADENCEPAID_SUBSCRIBER

Recent Public Messages

25
1–25 of 25 messages
1 / 1
Buzzeee Intelligence Protocolv2.4 Live
AuditKick