[phantomstars] Fake engagement detected on this repository

## Fake Engagement Alert for `addyosmani/agent-skills`

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

**Scan date:** 2026-06-12

### Summary

| Metric | Value |
|--------|-------|
| Engagers scanned (24 h window) | 297 |
| Likely fake | **5** (1.7%) |
| Suspicious | 54 |
| Previously seen likely fake | 2 (0.7%) |
| 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-bfff0437` | 59 |

### Suspect accounts

| Account | Created | Score | Classification | Campaign |
|---------|---------|-------|----------------|----------|
| [micfan9527](https://github.com/micfan9527) | 2026-06-12 | 0.875 | likely_fake | `c-bfff0437` |
| [auocy](https://github.com/auocy) | 2026-06-12 | 0.845 | likely_fake | `c-bfff0437` |
| [wh2636497669-jpg](https://github.com/wh2636497669-jpg) | 2026-06-12 | 0.845 | likely_fake | `c-bfff0437` |
| [fujackson8-jpg](https://github.com/fujackson8-jpg) | 2026-06-12 | 0.845 | likely_fake | `c-bfff0437` |
| [w7henry](https://github.com/w7henry) | 2026-05-25 | 0.768 | likely_fake | `c-bfff0437` |
| [hds0131](https://github.com/hds0131) | 2026-05-16 | 0.688 | suspicious | `c-bfff0437` |
| [tanmayt5](https://github.com/tanmayt5) | 2026-06-02 | 0.688 | suspicious | `c-bfff0437` |
| [shivq454560-cloud](https://github.com/shivq454560-cloud) | 2026-06-02 | 0.688 | suspicious | `c-bfff0437` |
| [CB0825](https://github.com/CB0825) | 2026-03-18 | 0.675 | suspicious | `c-bfff0437` |
| [yamakaze2772](https://github.com/yamakaze2772) | 2026-05-11 | 0.675 | suspicious | `c-bfff0437` |
| [synapse787](https://github.com/synapse787) | 2026-06-04 | 0.663 | suspicious | `c-bfff0437` |
| [tancholawat-cmd](https://github.com/tancholawat-cmd) | 2026-05-10 | 0.645 | suspicious | `c-bfff0437` |
| [sendev01CR](https://github.com/sendev01CR) | 2026-04-10 | 0.645 | suspicious | `c-bfff0437` |
| [JJ-xixi](https://github.com/JJ-xixi) | 2026-04-18 | 0.645 | suspicious | `c-bfff0437` |
| [tobi-els](https://github.com/tobi-els) | 2026-03-28 | 0.645 | suspicious | `c-bfff0437` |
| [cokexiaom](https://github.com/cokexiaom) | 2026-03-20 | 0.645 | suspicious | `c-bfff0437` |
| [kellykwizera0-glitch](https://github.com/kellykwizera0-glitch) | 2026-04-06 | 0.645 | suspicious | `c-bfff0437` |
| [oussamanejmy99](https://github.com/oussamanejmy99) | 2026-04-08 | 0.645 | suspicious | `c-bfff0437` |
| [LucasNuub](https://github.com/LucasNuub) | 2026-04-12 | 0.645 | suspicious | `c-bfff0437` |
| [9730863426](https://github.com/9730863426) | 2026-01-09 | 0.605 | suspicious | `c-bfff0437` |
| [Rannnnnnnnnnnnnnnn](https://github.com/Rannnnnnnnnnnnnnnn) | 2023-09-07 | 0.605 | suspicious | `c-bfff0437` |
| [zwl522225loren-source](https://github.com/zwl522225loren-source) | 2025-12-19 | 0.605 | suspicious | `c-bfff0437` |
| [kkkkvvvv-ai](https://github.com/kkkkvvvv-ai) | 2025-09-16 | 0.605 | suspicious | `c-bfff0437` |
| [liufangzzzzz](https://github.com/liufangzzzzz) | 2025-03-23 | 0.605 | suspicious | `c-bfff0437` |
| [work886963-cloud](https://github.com/work886963-cloud) | 2026-03-20 | 0.590 | suspicious | `c-bfff0437` |
| [suzhe1224](https://github.com/suzhe1224) | 2026-04-10 | 0.580 | suspicious | `c-bfff0437` |
| [mingliulang](https://github.com/mingliulang) | 2022-06-17 | 0.575 | suspicious | `c-bfff0437` |
| [baoshengwen](https://github.com/baoshengwen) | 2021-04-20 | 0.575 | suspicious | `c-bfff0437` |
| [Gardenia-ux](https://github.com/Gardenia-ux) | 2025-08-11 | 0.575 | suspicious | `c-bfff0437` |
| [chiclyben](https://github.com/chiclyben) | 2026-01-27 | 0.575 | suspicious | `c-bfff0437` |

*Showing top 30 of 59 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)