[phantomstars] Fake engagement detected on this repository

## Fake Engagement Alert for `SigmaTradeLabs/aster-bot`

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

**Scan date:** 2026-05-26

### Summary

| Metric | Value |
|--------|-------|
| Engagers scanned (24 h window) | 73 |
| Likely fake | **19** (26.0%) |
| Suspicious | 53 |
| Previously seen likely fake | 52 (71.2%) |
| Repeat offenders | 36 |
| 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 | `suspicious` |

### Campaigns

| Campaign ID | Members |
|-------------|---------|
| `c-b1a8c69c` | 72 |

### Suspect accounts

| Account | Created | Score | Classification | Campaign |
|---------|---------|-------|----------------|----------|
| [wilaan00001-pixel](https://github.com/wilaan00001-pixel) | 2026-05-26 | 0.875 | likely_fake | `c-b1a8c69c` |
| [dkbuana](https://github.com/dkbuana) | 2026-05-26 | 0.845 | likely_fake | `c-b1a8c69c` |
| [lisacuan](https://github.com/lisacuan) | 2026-05-25 | 0.845 | likely_fake | `c-b1a8c69c` |
| [soul483](https://github.com/soul483) | 2026-05-25 | 0.845 | likely_fake | `c-b1a8c69c` |
| [ngajisekbroo](https://github.com/ngajisekbroo) | 2026-05-25 | 0.845 | likely_fake | `c-b1a8c69c` |
| [halowinner1-del](https://github.com/halowinner1-del) | 2026-05-26 | 0.820 | likely_fake | `c-b1a8c69c` |
| [sdcow74-png](https://github.com/sdcow74-png) | 2026-05-26 | 0.820 | likely_fake | `c-b1a8c69c` |
| [brewz6969](https://github.com/brewz6969) | 2026-05-22 | 0.815 | likely_fake | `c-b1a8c69c` |
| [flowerlilyy19-cyber](https://github.com/flowerlilyy19-cyber) | 2026-05-23 | 0.810 | likely_fake | `c-b1a8c69c` |
| [eciiy](https://github.com/eciiy) | 2026-05-21 | 0.810 | likely_fake | `c-b1a8c69c` |
| [saltybearies-maker](https://github.com/saltybearies-maker) | 2026-05-20 | 0.810 | likely_fake | `c-b1a8c69c` |
| [lita3easy08-stack](https://github.com/lita3easy08-stack) | 2026-05-20 | 0.810 | likely_fake | `c-b1a8c69c` |
| [sekar123-source](https://github.com/sekar123-source) | 2026-05-22 | 0.810 | likely_fake | `c-b1a8c69c` |
| [viubunaaa](https://github.com/viubunaaa) | 2026-05-23 | 0.810 | likely_fake | `c-b1a8c69c` |
| [48d8vr-pixel](https://github.com/48d8vr-pixel) | 2026-05-22 | 0.810 | likely_fake | `c-b1a8c69c` |
| [husnananawin-sketch](https://github.com/husnananawin-sketch) | 2026-05-22 | 0.810 | likely_fake | `c-b1a8c69c` |
| [viwinz](https://github.com/viwinz) | 2026-05-19 | 0.785 | likely_fake | `c-b1a8c69c` |
| [andeyna26](https://github.com/andeyna26) | 2026-05-19 | 0.785 | likely_fake | `c-b1a8c69c` |
| [kimukatsu-hub](https://github.com/kimukatsu-hub) | 2026-05-23 | 0.785 | likely_fake | `c-b1a8c69c` |
| [elankchendy1212](https://github.com/elankchendy1212) | 2026-05-17 | 0.718 | suspicious | `c-b1a8c69c` |
| [zie3455](https://github.com/zie3455) | 2026-05-16 | 0.693 | suspicious | `c-b1a8c69c` |
| [keisha8888](https://github.com/keisha8888) | 2026-05-14 | 0.693 | suspicious | `c-b1a8c69c` |
| [antridisek](https://github.com/antridisek) | 2026-05-16 | 0.688 | suspicious | `c-b1a8c69c` |
| [rekaxciz9-ux](https://github.com/rekaxciz9-ux) | 2026-05-18 | 0.688 | suspicious | `c-b1a8c69c` |
| [voijejy](https://github.com/voijejy) | 2026-05-16 | 0.688 | suspicious | `c-b1a8c69c` |
| [geprekeju](https://github.com/geprekeju) | 2026-05-18 | 0.688 | suspicious | `c-b1a8c69c` |
| [rinnhoky](https://github.com/rinnhoky) | 2026-05-18 | 0.688 | suspicious | `c-b1a8c69c` |
| [daojiyo-afk](https://github.com/daojiyo-afk) | 2026-05-17 | 0.688 | suspicious | `c-b1a8c69c` |
| [ranncxz](https://github.com/ranncxz) | 2026-05-14 | 0.688 | suspicious | `c-b1a8c69c` |
| [loveandshortcake-arch](https://github.com/loveandshortcake-arch) | 2026-05-18 | 0.688 | suspicious | `c-b1a8c69c` |

*Showing top 30 of 72 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 `SigmaTradeLabs/aster-bot`

Summary

Campaigns

Suspect accounts

Metadata

Assignees

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Fields

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Milestone

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Development

Metric	Value
Engagers scanned (24 h window)	73
Likely fake	19 (26.0%)
Suspicious	53
Previously seen likely fake	52 (71.2%)
Repeat offenders	36
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	`suspicious`

Account	Created	Score	Classification	Campaign
wilaan00001-pixel	2026-05-26	0.875	likely_fake	`c-b1a8c69c`
dkbuana	2026-05-26	0.845	likely_fake	`c-b1a8c69c`
lisacuan	2026-05-25	0.845	likely_fake	`c-b1a8c69c`
soul483	2026-05-25	0.845	likely_fake	`c-b1a8c69c`
ngajisekbroo	2026-05-25	0.845	likely_fake	`c-b1a8c69c`
halowinner1-del	2026-05-26	0.820	likely_fake	`c-b1a8c69c`
sdcow74-png	2026-05-26	0.820	likely_fake	`c-b1a8c69c`
brewz6969	2026-05-22	0.815	likely_fake	`c-b1a8c69c`
flowerlilyy19-cyber	2026-05-23	0.810	likely_fake	`c-b1a8c69c`
eciiy	2026-05-21	0.810	likely_fake	`c-b1a8c69c`
saltybearies-maker	2026-05-20	0.810	likely_fake	`c-b1a8c69c`
lita3easy08-stack	2026-05-20	0.810	likely_fake	`c-b1a8c69c`
sekar123-source	2026-05-22	0.810	likely_fake	`c-b1a8c69c`
viubunaaa	2026-05-23	0.810	likely_fake	`c-b1a8c69c`
48d8vr-pixel	2026-05-22	0.810	likely_fake	`c-b1a8c69c`
husnananawin-sketch	2026-05-22	0.810	likely_fake	`c-b1a8c69c`
viwinz	2026-05-19	0.785	likely_fake	`c-b1a8c69c`
andeyna26	2026-05-19	0.785	likely_fake	`c-b1a8c69c`
kimukatsu-hub	2026-05-23	0.785	likely_fake	`c-b1a8c69c`
elankchendy1212	2026-05-17	0.718	suspicious	`c-b1a8c69c`
zie3455	2026-05-16	0.693	suspicious	`c-b1a8c69c`
keisha8888	2026-05-14	0.693	suspicious	`c-b1a8c69c`
antridisek	2026-05-16	0.688	suspicious	`c-b1a8c69c`
rekaxciz9-ux	2026-05-18	0.688	suspicious	`c-b1a8c69c`
voijejy	2026-05-16	0.688	suspicious	`c-b1a8c69c`
geprekeju	2026-05-18	0.688	suspicious	`c-b1a8c69c`
rinnhoky	2026-05-18	0.688	suspicious	`c-b1a8c69c`
daojiyo-afk	2026-05-17	0.688	suspicious	`c-b1a8c69c`
ranncxz	2026-05-14	0.688	suspicious	`c-b1a8c69c`
loveandshortcake-arch	2026-05-18	0.688	suspicious	`c-b1a8c69c`

[phantomstars] Fake engagement detected on this repository #1

Description

Fake Engagement Alert for SigmaTradeLabs/aster-bot

Summary

Campaigns

Suspect accounts

Metadata

Metadata

Assignees

Labels

Type

Fields

Projects

Milestone

Relationships

Development

Issue actions

Fake Engagement Alert for `SigmaTradeLabs/aster-bot`