Suspicious AI Agent Skills — What to Watch

Date: 2026-05-11 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 ⚠️ Self-Improving + Proactive Agent unknown 38% 179,363 Dynamic Code Evaluation    
3 ⚠️ ontology unknown 45% 178,020 Dynamic Code Evaluation    
4 ⚠️ SkillScan unknown 58% 167,430 Dynamic Code Evaluation    
5 ⚠️ Proactive Agent unknown 25% 156,263 Dynamic Code Evaluation    
6 ⚠️ polymarket-trade joelchance 35% 111,866 Hidden Command Execution    
7 ⚠️ PollyReach unknown 38% 97,117 Hidden Command Execution    
8 ⚠️ Auto-Updater Skill unknown 42% 83,876 Hidden Command Execution    
9 ⚠️ [Prismfy Web Search Free Google](https://clawsec.cc/skill/Prismfy Web Search Free Google) unknown 35% 78,935 Dynamic Code Evaluation
10 ⚠️ adclaw fly0pants 35% 65,473 Dynamic Code Evaluation    
11 ⚠️ Free Ride - Unlimited free AI unknown 65% 61,044 Dynamic Code Evaluation    
12 ⚠️ Brave Search unknown 55% 50,541 Dynamic Code Evaluation    
13 ⚠️ Stock Analysis unknown 52% 48,766 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% 34,776 Dynamic Code Evaluation    
17 ⚠️ Discord unknown 38% 33,928 Dynamic Code Evaluation    
18 ⚠️ Gmail unknown 35% 33,264 Dynamic Code Evaluation    
19 ⚠️ xiucheng-self-improving-agent xiucheng 48% 32,348 Dynamic Code Evaluation    
20 ⚠️ AgentMail unknown 38% 31,320 Dynamic Code Evaluation    
21 ⚠️ video-frames steipete 34% 31,303 Dynamic Code Evaluation    
22 ⚠️ Web Search unknown 48% 31,231 Dynamic Code Evaluation    
23 ⚠️ skill-finder-cn guohongbin-git 55% 31,122 Dynamic Code Evaluation    
24 ⚠️ Gemini unknown 38% 28,768 Dynamic Code Evaluation    
25 ⚠️ trello steipete 55% 28,409 Dynamic Code Evaluation    
26 ⚠️ Deep Research Pro unknown 38% 28,406 Remote Script Execution    
27 ⚠️ Peekaboo unknown 38% 26,676 Dynamic Code Evaluation    
28 ⚠️ Stock Market Pro unknown 58% 26,574 Dynamic Code Evaluation    
29 ⚠️ healthcheck unknown 48% 26,225 Dynamic Code Evaluation    
30 ⚠️ apple-notes steipete 42% 22,517 Dynamic Code Evaluation    

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