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[phantomstars] Fake engagement detected on this repository #537

@tg12

Description

@tg12

Fake Engagement Alert for msitarzewski/agency-agents

phantomstars has detected a likely fake star/fork campaign targeting this repository.

Scan date: 2026-05-19

Summary

Metric Value
Engagers scanned (24 h window) 288
Likely fake 18 (6.2%)
Suspicious 81
Previously seen likely fake 1 (0.3%)
Repeat offenders 0
Allowlisted accounts excluded 0
Campaigns detected 1
Analysis mode recent
Discovery sources github_trending
Event coverage capped by the recent-events API limit (300 events)
Repo classification clean

Campaigns

Campaign ID Members
c-657cb2a9 99

Suspect accounts

Account Created Score Classification Campaign
Meryyyy03 2026-05-19 0.850 likely_fake c-657cb2a9
Dislouteer 2026-05-19 0.845 likely_fake c-657cb2a9
Mou-9 2026-05-18 0.845 likely_fake c-657cb2a9
baiyuzhi31 2026-05-19 0.845 likely_fake c-657cb2a9
lydia2026tech 2026-05-19 0.845 likely_fake c-657cb2a9
0357regmail-gif 2026-05-19 0.845 likely_fake c-657cb2a9
borisnog 2026-05-17 0.845 likely_fake c-657cb2a9
daaini-lgtm 2026-05-19 0.845 likely_fake c-657cb2a9
handyowl 2026-05-19 0.845 likely_fake c-657cb2a9
fedriko221 2026-05-19 0.820 likely_fake c-657cb2a9
suesir0811 2026-05-14 0.815 likely_fake c-657cb2a9
jjlin111 2026-05-12 0.810 likely_fake c-657cb2a9
JoyWei2026 2026-04-29 0.778 likely_fake c-657cb2a9
JackyWalker 2026-04-21 0.768 likely_fake c-657cb2a9
Staphylococcus-cell 2026-04-20 0.768 likely_fake c-657cb2a9
fujianpengyuyan 2026-04-28 0.768 likely_fake c-657cb2a9
A-aierlan 2026-04-20 0.768 likely_fake c-657cb2a9
fctom588-ops 2026-04-20 0.768 likely_fake c-657cb2a9
HahaCoder9527 2026-05-09 0.718 suspicious c-657cb2a9
gubai907 2026-04-30 0.718 suspicious c-657cb2a9
jamesc-svg 2026-04-27 0.713 suspicious c-657cb2a9
techvoyage51 2026-05-01 0.713 suspicious c-657cb2a9
staylhl 2026-05-01 0.713 suspicious c-657cb2a9
destinyjansen7-cyber 2026-05-09 0.688 suspicious c-657cb2a9
Claude9527 2026-04-16 0.675 suspicious c-657cb2a9
jocelyneni-coder 2026-04-14 0.645 suspicious c-657cb2a9
michaelziehfreund 2026-02-19 0.645 suspicious c-657cb2a9
zzh10189-hue 2026-03-05 0.645 suspicious c-657cb2a9
cnkenmy 2026-03-10 0.645 suspicious c-657cb2a9
lebronies 2026-04-09 0.645 suspicious c-657cb2a9

Showing top 30 of 99 suspects by composite score.


All findings are probabilistic indicators, not accusations. False positives exist.
Individual accounts should be treated as suspicious signals, not confirmed fake actors.
Repo-level counts in this report exclude accounts present on the current false-positive allowlist.

Automated scan by
phantomstars.
View full dataset
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