Suspicious AI Agent Skills — What to Watch

Date: 2026-06-20 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% 462,872 Dynamic Code Evaluation    
2 ⚠️ Self-Improving + Proactive Agent unknown 38% 200,233 Dynamic Code Evaluation    
3 ⚠️ ontology unknown 45% 190,017 Dynamic Code Evaluation    
4 ⚠️ SkillScan unknown 58% 178,264 Dynamic Code Evaluation    
5 ⚠️ Proactive Agent unknown 25% 169,605 Dynamic Code Evaluation    
6 ⚠️ polymarket-trade joelchance 35% 111,866 Hidden Command Execution    
7 ⚠️ PollyReach unknown 38% 99,327 Hidden Command Execution    
8 ⚠️ Auto-Updater Skill unknown 42% 96,217 Hidden Command Execution    
9 ⚠️ [Prismfy Web Search Free Google](https://clawsec.cc/skill/Prismfy Web Search Free Google) unknown 35% 81,350 Dynamic Code Evaluation
10 ⚠️ Free Ride - Unlimited free AI unknown 65% 67,375 Dynamic Code Evaluation    
11 ⚠️ adclaw fly0pants 35% 65,473 Dynamic Code Evaluation    
12 ⚠️ Brave Search unknown 55% 59,751 Dynamic Code Evaluation    
13 ⚠️ Desktop Control unknown 62% 59,459 Dynamic Code Evaluation    
14 ⚠️ Stock Analysis unknown 52% 54,270 Dynamic Code Evaluation    
15 ⚠️ Video Frames unknown 34% 52,442 Dynamic Code Evaluation    
16 ⚠️ Find Skills Skill unknown 25% 51,755 Dynamic Code Evaluation    
17 ⚠️ freeride-ai shaivpidadi 38% 44,232 Dynamic Code Evaluation    
18 ⚠️ Self Improving Agent unknown 48% 43,336 Dynamic Code Evaluation    
19 ⚠️ Trello unknown 55% 41,185 Dynamic Code Evaluation    
20 ⚠️ ByteRover unknown 42% 39,239 Dynamic Code Evaluation    
21 ⚠️ Proactive Agent Lite unknown 25% 38,756 Dynamic Code Evaluation    
22 ⚠️ Web Search unknown 48% 38,043 Dynamic Code Evaluation    
23 ⚠️ Discord unknown 38% 37,947 Dynamic Code Evaluation    
24 ⚠️ Skill Finder Cn unknown 55% 37,875 Dynamic Code Evaluation    
25 ⚠️ Apple Notes unknown 42% 36,738 Dynamic Code Evaluation    
26 ⚠️ Gemini unknown 38% 34,634 Dynamic Code Evaluation    
27 ⚠️ Deep Research Pro unknown 38% 33,832 Remote Script Execution    
28 ⚠️ Using Superpowers unknown 42% 32,791 Dynamic Code Evaluation    
29 ⚠️ Web Search by Exa unknown 48% 31,282 Dynamic Code Evaluation    
30 ⚠️ OpenClaw Backup unknown 62% 30,788 Dynamic Code Evaluation    

ClawSec | ClawSearch | npx clawsearch-guard <skill>