[phantomstars] Fake engagement detected on this repository

[tg12]

Fake Engagement Alert for CWS6206/ai-coding-starter-kit

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

Scan date: 2026-06-06

Summary

Metric	Value
Engagers scanned (24 h window)	294
Likely fake	37 (12.6%)
Suspicious	118
Previously seen likely fake	52 (17.7%)
Repeat offenders	34
Allowlisted accounts excluded	0
Campaigns detected	1
Analysis mode	recent
Discovery sources	github_search_recent
Event coverage	capped by the recent-events API limit (300 events)
Repo classification	clean

Campaigns

Campaign ID	Members
c-98a4343d	155

Suspect accounts

Account	Created	Score	Classification	Campaign
n49552307	2026-06-05	0.875	likely_fake	c-98a4343d
manarali098751-crypto	2026-06-05	0.845	likely_fake	c-98a4343d
vaulvov	2026-06-05	0.845	likely_fake	c-98a4343d
naseemjutti12-blip	2026-06-05	0.845	likely_fake	c-98a4343d
nourkarma980-ship-it	2026-06-05	0.845	likely_fake	c-98a4343d
moahmarin91-hash	2026-06-06	0.845	likely_fake	c-98a4343d
mooonaamalikk-lgtm	2026-06-06	0.845	likely_fake	c-98a4343d
a94026861-svg	2026-06-05	0.845	likely_fake	c-98a4343d
sawerakamran007-netizen	2026-06-05	0.845	likely_fake	c-98a4343d
hussain2929009-dotcom	2026-06-05	0.845	likely_fake	c-98a4343d
anfalkhani309-rgb	2026-06-05	0.845	likely_fake	c-98a4343d
ahmadali525live-sketch	2026-06-05	0.845	likely_fake	c-98a4343d
sitara089089-create	2026-06-05	0.820	likely_fake	c-98a4343d
chumarcheema12-prog	2026-06-05	0.815	likely_fake	c-98a4343d
toqeerarisha-rgb	2026-06-04	0.815	likely_fake	c-98a4343d
mosavetjaliliyan-svg	2026-06-02	0.810	likely_fake	c-98a4343d
faiqraza614-dot	2026-06-02	0.810	likely_fake	c-98a4343d
feehafe28-blip	2026-05-31	0.810	likely_fake	c-98a4343d
yaseenmuqaddas2-jpg	2026-06-05	0.790	likely_fake	c-98a4343d
nahidri824-byte	2026-05-31	0.785	likely_fake	c-98a4343d
ameliaa2550-rgb	2026-06-01	0.780	likely_fake	c-98a4343d
youtube451702-design	2026-06-02	0.780	likely_fake	c-98a4343d
ssaty642-cmd	2026-05-31	0.780	likely_fake	c-98a4343d
a00403016-dev	2026-06-01	0.780	likely_fake	c-98a4343d
ha2719676-debug	2026-05-31	0.780	likely_fake	c-98a4343d
nosheenidrees93-lab	2026-05-30	0.780	likely_fake	c-98a4343d
ijabz8074-ship-it	2026-05-30	0.780	likely_fake	c-98a4343d
dahya182	2026-06-05	0.770	likely_fake	c-98a4343d
faiza169	2026-05-09	0.768	likely_fake	c-98a4343d
ziddilarki	2026-05-12	0.768	likely_fake	c-98a4343d

Showing top 30 of 155 suspects by composite score.

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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.
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