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atomicgamba

atomicgamba

Oct 20261300
Subscriptions
7subs
Active Sub
Subscribed to 7 channels
Total Messages
6,800msgs
Veteran
2,388 emotes used
Top Badge+4
Unfaithful Potato
Unfaithful Potato
NOTORIOUS
Active in 25 streamers (>20 msgs each)View
Channels Texted
46streams
Multi-Streamer
Top: @yungreal (1,792 msgs)

Trust Factor Engine

0-100 Mathematical Modelβ€’80% Confidence
πŸ₯”Unfaithful PotatoHunter / Alt Suspect
Authoritative Trust Score
40/ 100
0 (High Risk / Bot)Trusted Baseline: 70100 (Community Pillar)
Score capped at 40 by security policy
Active Ceiling
5-Pillar Point DeltaBaseline 70 pts (Score: 70 + Deltas)
Organic EngagementAuthentic chat & emote volume vs bot commands
+14 pts
Typing CadenceHuman timing entropy, cadence variance, vocabulary
-6 pts
Channel LoyaltySubscribed streams, VIP standing, active presence
-16 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 EngineFlagged for Review

Behavioral Biometrics

Cadence & Chat Analysis
Automated Bot
Automation & Bot Probability
67%risk
0% (Organic Human)50% (Suspect)100% (Confirmed Bot)
Timing Cadence
27.9sNatural timing interval
Lexical Variety
70%Diverse conversation
Total Chat Volume
6,800Across tracked streams
Channel Hubs
7Subscribed channels
Entropy SignatureAnomalous Activity

Active Channels

Engagement Footprint
#1
yu
yungreal
1,792 msgs26%
#2
ja
jamie
1,196 msgs18%
#3
tr
trustyneo
510 msgs8%
#4
jo
joshygambles
484 msgs7%
#5
ja
jay
420 msgs6%
1–5 of 42
Page 1 / 9

Moderation Standing

Cross-Channel Sanctions Audit
1 Active Sanction
Clean Channel Ratio
88%clean
7 clean channels1 active sanctioned
@trainwreckstv
Nov 2, 2026BAN LIFTED

Restriction lifted. Chatter is active in channel. (Prior: No reason provided)

@yungreal
Oct 27, 2026BAN LIFTED

Restriction lifted. Chatter is active in channel.

@cabrzy
Oct 24, 2026BAN LIFTED

Restriction lifted. Chatter is active in channel. (Prior: No reason provided)

@jay
Oct 23, 2026BAN LIFTED

Restriction lifted. Chatter is active in channel. (Prior: No reason provided)

@elliot
Oct 22, 2026BAN LIFTED

Restriction lifted. Chatter is active in channel. (Prior: No reason provided)

@roshtein
Oct 18, 2026BAN LIFTED

Restriction lifted. Chatter is active in channel. (Prior: No reason provided)

@vikingslots
Oct 18, 2026BAN LIFTED

Restriction lifted. Chatter is active in channel. (Prior: No reason provided)

@hanvee
Oct 17, 2026ACTIVE PERM BAN

No violation reason specified (isolated sanction)

Channel Loyalty BufferShield Active

Risk Signals & Account Diagnostics

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

6,800 messages with high conversational engagement.

Natural Emote Usage
+4 pts

Uses platform emotes naturally across chat messages.

Human Typing Cadence
+8 pts

Natural inter-message timing variance (CV 1.43).

High Lexical Variety
+4 pts

69% unique phrasing across meaningful chat lines.

Multi-Tab Stream Chatter
-18 pts

Active in 3 live stream chats concurrently within a 3-minute window (multi-tab farming).

Channel VIP / Moderator
+8 pts

Trusted with VIP or Moderator status by a creator.

Unfaithful Community Hopper
-24 pts

Heavily active across 25 different streamer channels with 20+ messages each (fragmented loyalty).

Isolated Channel Ban
-3 pts

1 ban(s) across 1 of 7 channels (86% clean channel ratio, no severe flags).

Detected Signatures:ORGANIC_CHATTERNATURAL_CADENCEMULTI_TAB_OCTOPUSCHANNEL_VIP_OR_MODUNFAITHFUL_POTATOISOLATED_CHANNEL_BANSUSPECTED_AUTOMATION

Recent Public Messages

6,800
1–25 of 6,800 messages
1 / 272
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