[phantomstars] Fake engagement detected on this repository

## Fake Engagement Alert for `wallpapers-engine/Wallpaper-Engine`

[phantomstars](https://github.com/tg12/phantomstars) has detected a likely fake star/fork campaign targeting this repository.

**Scan date:** 2026-05-24

### Summary

| Metric | Value |
|--------|-------|
| Engagers scanned (24 h window) | 158 |
| Likely fake | **38** (24.1%) |
| Suspicious | 80 |
| Previously seen likely fake | 27 (17.1%) |
| Repeat offenders | 16 |
| Allowlisted accounts excluded | 0 |
| Campaigns detected | 1 |
| Analysis mode | `recent` |
| Discovery sources | github_search_recent |
| Event coverage | complete |
| Repo classification | `suspicious` |

### Campaigns

| Campaign ID | Members |
|-------------|---------|
| `c-f430a542` | 118 |

### Suspect accounts

| Account | Created | Score | Classification | Campaign |
|---------|---------|-------|----------------|----------|
| [Nmj4885](https://github.com/Nmj4885) | 2026-05-22 | 0.875 | likely_fake | `c-f430a542` |
| [soooomar46-alt](https://github.com/soooomar46-alt) | 2026-05-23 | 0.875 | likely_fake | `c-f430a542` |
| [salemsa22266-boop](https://github.com/salemsa22266-boop) | 2026-05-23 | 0.845 | likely_fake | `c-f430a542` |
| [zaheermsd456-ux](https://github.com/zaheermsd456-ux) | 2026-05-22 | 0.845 | likely_fake | `c-f430a542` |
| [goolmatool40](https://github.com/goolmatool40) | 2026-05-24 | 0.845 | likely_fake | `c-f430a542` |
| [amjad979554-boop](https://github.com/amjad979554-boop) | 2026-05-23 | 0.845 | likely_fake | `c-f430a542` |
| [wwwjc220406-creator](https://github.com/wwwjc220406-creator) | 2026-05-23 | 0.845 | likely_fake | `c-f430a542` |
| [kotoravaoavy-cmd](https://github.com/kotoravaoavy-cmd) | 2026-05-24 | 0.845 | likely_fake | `c-f430a542` |
| [wbdalltyf32-beep](https://github.com/wbdalltyf32-beep) | 2026-05-22 | 0.845 | likely_fake | `c-f430a542` |
| [seuli2362-pixel](https://github.com/seuli2362-pixel) | 2026-05-22 | 0.845 | likely_fake | `c-f430a542` |
| [nmd767893-creator](https://github.com/nmd767893-creator) | 2026-05-24 | 0.845 | likely_fake | `c-f430a542` |
| [emaananaya77-collab](https://github.com/emaananaya77-collab) | 2026-05-23 | 0.845 | likely_fake | `c-f430a542` |
| [nabihanguwal-cpu](https://github.com/nabihanguwal-cpu) | 2026-05-23 | 0.845 | likely_fake | `c-f430a542` |
| [tolaabdisa504-stack](https://github.com/tolaabdisa504-stack) | 2026-05-22 | 0.845 | likely_fake | `c-f430a542` |
| [lalosaedy2-design](https://github.com/lalosaedy2-design) | 2026-05-23 | 0.845 | likely_fake | `c-f430a542` |
| [darman56](https://github.com/darman56) | 2026-05-23 | 0.845 | likely_fake | `c-f430a542` |
| [shaerali1067-netizen](https://github.com/shaerali1067-netizen) | 2026-05-24 | 0.845 | likely_fake | `c-f430a542` |
| [abrarzahidlund7-web](https://github.com/abrarzahidlund7-web) | 2026-05-24 | 0.815 | likely_fake | `c-f430a542` |
| [zobbarmia10-droid](https://github.com/zobbarmia10-droid) | 2026-05-23 | 0.815 | likely_fake | `c-f430a542` |
| [tacitgirl43](https://github.com/tacitgirl43) | 2026-05-23 | 0.815 | likely_fake | `c-f430a542` |
| [qrew28574-glitch](https://github.com/qrew28574-glitch) | 2026-05-23 | 0.815 | likely_fake | `c-f430a542` |
| [loriehanna11-spec](https://github.com/loriehanna11-spec) | 2026-05-22 | 0.815 | likely_fake | `c-f430a542` |
| [rryanodrigues2006-design](https://github.com/rryanodrigues2006-design) | 2026-05-18 | 0.810 | likely_fake | `c-f430a542` |
| [manalgamer29-rgb](https://github.com/manalgamer29-rgb) | 2026-05-20 | 0.810 | likely_fake | `c-f430a542` |
| [erefreshcc-lang](https://github.com/erefreshcc-lang) | 2026-05-21 | 0.810 | likely_fake | `c-f430a542` |
| [deadpoon999-rgb](https://github.com/deadpoon999-rgb) | 2026-05-20 | 0.810 | likely_fake | `c-f430a542` |
| [Furqan184](https://github.com/Furqan184) | 2026-05-19 | 0.780 | likely_fake | `c-f430a542` |
| [tk6644286-ship-it](https://github.com/tk6644286-ship-it) | 2026-05-19 | 0.780 | likely_fake | `c-f430a542` |
| [jerryedits441-cell](https://github.com/jerryedits441-cell) | 2026-05-19 | 0.780 | likely_fake | `c-f430a542` |
| [lwly31911-ctrl](https://github.com/lwly31911-ctrl) | 2026-05-20 | 0.780 | likely_fake | `c-f430a542` |

*Showing top 30 of 118 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](https://github.com/tg12/phantomstars).
> [View full dataset](https://github.com/tg12/phantomstars/blob/main/data/repos.jsonl)
> [Report a false positive](https://github.com/tg12/phantomstars/issues/new?template=false_positive.yml)


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[phantomstars] Fake engagement detected on this repository #1

Fake Engagement Alert for `wallpapers-engine/Wallpaper-Engine`

Summary

Campaigns

Suspect accounts

Metadata

Assignees

Labels

Projects

Milestone

Relationships

Development

Metric	Value
Engagers scanned (24 h window)	158
Likely fake	38 (24.1%)
Suspicious	80
Previously seen likely fake	27 (17.1%)
Repeat offenders	16
Allowlisted accounts excluded	0
Campaigns detected	1
Analysis mode	`recent`
Discovery sources	github_search_recent
Event coverage	complete
Repo classification	`suspicious`

Account	Created	Score	Classification	Campaign
Nmj4885	2026-05-22	0.875	likely_fake	`c-f430a542`
soooomar46-alt	2026-05-23	0.875	likely_fake	`c-f430a542`
salemsa22266-boop	2026-05-23	0.845	likely_fake	`c-f430a542`
zaheermsd456-ux	2026-05-22	0.845	likely_fake	`c-f430a542`
goolmatool40	2026-05-24	0.845	likely_fake	`c-f430a542`
amjad979554-boop	2026-05-23	0.845	likely_fake	`c-f430a542`
wwwjc220406-creator	2026-05-23	0.845	likely_fake	`c-f430a542`
kotoravaoavy-cmd	2026-05-24	0.845	likely_fake	`c-f430a542`
wbdalltyf32-beep	2026-05-22	0.845	likely_fake	`c-f430a542`
seuli2362-pixel	2026-05-22	0.845	likely_fake	`c-f430a542`
nmd767893-creator	2026-05-24	0.845	likely_fake	`c-f430a542`
emaananaya77-collab	2026-05-23	0.845	likely_fake	`c-f430a542`
nabihanguwal-cpu	2026-05-23	0.845	likely_fake	`c-f430a542`
tolaabdisa504-stack	2026-05-22	0.845	likely_fake	`c-f430a542`
lalosaedy2-design	2026-05-23	0.845	likely_fake	`c-f430a542`
darman56	2026-05-23	0.845	likely_fake	`c-f430a542`
shaerali1067-netizen	2026-05-24	0.845	likely_fake	`c-f430a542`
abrarzahidlund7-web	2026-05-24	0.815	likely_fake	`c-f430a542`
zobbarmia10-droid	2026-05-23	0.815	likely_fake	`c-f430a542`
tacitgirl43	2026-05-23	0.815	likely_fake	`c-f430a542`
qrew28574-glitch	2026-05-23	0.815	likely_fake	`c-f430a542`
loriehanna11-spec	2026-05-22	0.815	likely_fake	`c-f430a542`
rryanodrigues2006-design	2026-05-18	0.810	likely_fake	`c-f430a542`
manalgamer29-rgb	2026-05-20	0.810	likely_fake	`c-f430a542`
erefreshcc-lang	2026-05-21	0.810	likely_fake	`c-f430a542`
deadpoon999-rgb	2026-05-20	0.810	likely_fake	`c-f430a542`
Furqan184	2026-05-19	0.780	likely_fake	`c-f430a542`
tk6644286-ship-it	2026-05-19	0.780	likely_fake	`c-f430a542`
jerryedits441-cell	2026-05-19	0.780	likely_fake	`c-f430a542`
lwly31911-ctrl	2026-05-20	0.780	likely_fake	`c-f430a542`

[phantomstars] Fake engagement detected on this repository #1

Description

Fake Engagement Alert for wallpapers-engine/Wallpaper-Engine

Summary

Campaigns

Suspect accounts

Metadata

Metadata

Assignees

Labels

Projects

Milestone

Relationships

Development

Issue actions

Fake Engagement Alert for `wallpapers-engine/Wallpaper-Engine`