Suspicious AI Agent Skills — What to Watch
Suspicious AI Agent Skills — What to Watch
Date: 2026-04-28 Audited by ClawSec
These skills have patterns that warrant caution. Not confirmed malicious, but flagged for risky behavior patterns.
| Rank | Skill | Author | Risk | Downloads | Key Concern |
|---|---|---|---|---|---|
| 1 | ⚠️ self-improving-agent | pskoett | 45% | 389,909 | Dynamic Code Evaluation |
| 2 | ⚠️ ontology | oswalpalash | 45% | 125,502 | Dynamic Code Evaluation |
| 3 | ⚠️ proactive-agent | halthelobster | 25% | 115,713 | Dynamic Code Evaluation |
| 4 | ⚠️ polymarket-trade | joelchance | 35% | 111,866 | Hidden Command Execution |
| 5 | ⚠️ self-improving | ivangdavila | 38% | 101,199 | Dynamic Code Evaluation |
| 6 | ⚠️ Nano Banana Pro | unknown | 42% | 91,116 | Dynamic Code Evaluation |
| 7 | ⚠️ prismfy-search | uroboros1205 | 35% | 77,163 | Dynamic Code Evaluation |
| 8 | ⚠️ skillscan | tokauthai | 58% | 75,219 | Dynamic Code Evaluation |
| 9 | ⚠️ pollyreach | pollyreach | 38% | 71,028 | Hidden Command Execution |
| 10 | ⚠️ adclaw | fly0pants | 35% | 65,473 | Dynamic Code Evaluation |
| 11 | ⚠️ Free Ride - Unlimited free AI | unknown | 65% | 59,156 | Dynamic Code Evaluation |
| 12 | ⚠️ auto-updater | maximeprades | 42% | 53,613 | Hidden Command Execution |
| 13 | ⚠️ Brave Search | unknown | 55% | 50,541 | Dynamic Code Evaluation |
| 14 | ⚠️ Desktop Control | unknown | 62% | 50,064 | Dynamic Code Evaluation |
| 15 | ⚠️ Stock Analysis | unknown | 52% | 46,021 | Dynamic Code Evaluation |
| 16 | ⚠️ freeride-ai | shaivpidadi | 38% | 44,232 | Dynamic Code Evaluation |
| 17 | ⚠️ ByteRover | unknown | 42% | 36,093 | Dynamic Code Evaluation |
| 18 | ⚠️ Xiaohongshu (小红书) Automation | unknown | 60% | 32,682 | Dynamic Code Evaluation |
| 19 | ⚠️ xiucheng-self-improving-agent | xiucheng | 48% | 32,348 | Dynamic Code Evaluation |
| 20 | ⚠️ Discord | unknown | 38% | 31,846 | Dynamic Code Evaluation |
| 21 | ⚠️ video-frames | steipete | 34% | 31,303 | Dynamic Code Evaluation |
| 22 | ⚠️ skill-finder-cn | guohongbin-git | 55% | 31,122 | Dynamic Code Evaluation |
| 23 | ⚠️ gmail | byungkyu | 35% | 30,444 | Dynamic Code Evaluation |
| 24 | ⚠️ Gemini | unknown | 38% | 28,768 | Dynamic Code Evaluation |
| 25 | ⚠️ trello | steipete | 55% | 28,409 | Dynamic Code Evaluation |
| 26 | ⚠️ Peekaboo | unknown | 38% | 25,341 | Dynamic Code Evaluation |
| 27 | ⚠️ Using Superpowers | unknown | 42% | 24,880 | Dynamic Code Evaluation |
| 28 | ⚠️ healthcheck | unknown | 48% | 24,217 | Dynamic Code Evaluation |
| 29 | ⚠️ apple-notes | steipete | 42% | 22,517 | Dynamic Code Evaluation |
| 30 | ⚠️ stock-market-pro | kys42 | 58% | 21,777 | Dynamic Code Evaluation |
ClawSec | ClawSearch | npx clawsearch-guard <skill>