Suspicious AI Agent Skills — What to Watch
Suspicious AI Agent Skills — What to Watch
Date: 2026-05-02 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 | unknown | 45% | 417,360 | Dynamic Code Evaluation |
| 2 | ⚠️ ontology | unknown | 45% | 174,505 | Dynamic Code Evaluation |
| 3 | ⚠️ Proactive Agent | unknown | 25% | 151,804 | Dynamic Code Evaluation |
| 4 | ⚠️ polymarket-trade | joelchance | 35% | 111,866 | Hidden Command Execution |
| 5 | ⚠️ Auto-Updater Skill | unknown | 42% | 79,976 | Hidden Command Execution |
| 6 | ⚠️ prismfy-search | uroboros1205 | 35% | 77,163 | Dynamic Code Evaluation |
| 7 | ⚠️ skillscan | tokauthai | 58% | 75,219 | Dynamic Code Evaluation |
| 8 | ⚠️ pollyreach | pollyreach | 38% | 71,028 | Hidden Command Execution |
| 9 | ⚠️ adclaw | fly0pants | 35% | 65,473 | Dynamic Code Evaluation |
| 10 | ⚠️ Free Ride - Unlimited free AI | unknown | 65% | 59,790 | Dynamic Code Evaluation |
| 11 | ⚠️ Desktop Control | unknown | 62% | 50,908 | Dynamic Code Evaluation |
| 12 | ⚠️ Brave Search | unknown | 55% | 50,541 | Dynamic Code Evaluation |
| 13 | ⚠️ Stock Analysis | unknown | 52% | 46,751 | Dynamic Code Evaluation |
| 14 | ⚠️ freeride-ai | shaivpidadi | 38% | 44,232 | Dynamic Code Evaluation |
| 15 | ⚠️ ByteRover | unknown | 42% | 36,280 | Dynamic Code Evaluation |
| 16 | ⚠️ Xiaohongshu (小红书) Automation | unknown | 60% | 33,302 | Dynamic Code Evaluation |
| 17 | ⚠️ xiucheng-self-improving-agent | xiucheng | 48% | 32,348 | Dynamic Code Evaluation |
| 18 | ⚠️ Discord | unknown | 38% | 32,326 | Dynamic Code Evaluation |
| 19 | ⚠️ Gmail | unknown | 35% | 32,086 | Dynamic Code Evaluation |
| 20 | ⚠️ video-frames | steipete | 34% | 31,303 | Dynamic Code Evaluation |
| 21 | ⚠️ skill-finder-cn | guohongbin-git | 55% | 31,122 | Dynamic Code Evaluation |
| 22 | ⚠️ AgentMail | unknown | 38% | 29,670 | Dynamic Code Evaluation |
| 23 | ⚠️ Gemini | unknown | 38% | 28,768 | Dynamic Code Evaluation |
| 24 | ⚠️ Web Search | unknown | 48% | 28,603 | Dynamic Code Evaluation |
| 25 | ⚠️ trello | steipete | 55% | 28,409 | Dynamic Code Evaluation |
| 26 | ⚠️ Deep Research Pro | unknown | 38% | 28,406 | Remote Script Execution |
| 27 | ⚠️ Stock Market Pro | unknown | 58% | 25,710 | Dynamic Code Evaluation |
| 28 | ⚠️ Peekaboo | unknown | 38% | 25,610 | Dynamic Code Evaluation |
| 29 | ⚠️ healthcheck | unknown | 48% | 24,717 | Dynamic Code Evaluation |
| 30 | ⚠️ apple-notes | steipete | 42% | 22,517 | Dynamic Code Evaluation |
ClawSec | ClawSearch | npx clawsearch-guard <skill>