Suspicious AI Agent Skills — What to Watch

Date: 2026-07-01 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 + Proactive Agent unknown 38% 200,940 Dynamic Code Evaluation    
2 ⚠️ ontology unknown 45% 190,536 Dynamic Code Evaluation    
3 ⚠️ SkillScan unknown 58% 178,477 Dynamic Code Evaluation    
4 ⚠️ Proactive Agent unknown 25% 170,160 Dynamic Code Evaluation    
5 ⚠️ polymarket-trade joelchance 35% 111,866 Hidden Command Execution    
6 ⚠️ Nano Banana Pro unknown 42% 103,992 Dynamic Code Evaluation    
7 ⚠️ PollyReach unknown 38% 99,446 Hidden Command Execution    
8 ⚠️ [Prismfy Web Search Free Google](https://clawsec.cc/skill/Prismfy Web Search Free Google) unknown 35% 81,453 Dynamic Code Evaluation
9 ⚠️ Free Ride - Unlimited free AI unknown 65% 67,593 Dynamic Code Evaluation    
10 ⚠️ adclaw fly0pants 35% 65,473 Dynamic Code Evaluation    
11 ⚠️ Brave Search unknown 55% 59,923 Dynamic Code Evaluation    
12 ⚠️ Stock Analysis unknown 52% 54,560 Dynamic Code Evaluation    
13 ⚠️ Video Frames unknown 34% 52,637 Dynamic Code Evaluation    
14 ⚠️ Find Skills Skill unknown 25% 52,023 Dynamic Code Evaluation    
15 ⚠️ freeride-ai shaivpidadi 38% 44,232 Dynamic Code Evaluation    
16 ⚠️ Self Improving Agent unknown 48% 43,468 Dynamic Code Evaluation    
17 ⚠️ Trello unknown 55% 41,332 Dynamic Code Evaluation    
18 ⚠️ ByteRover unknown 42% 39,372 Dynamic Code Evaluation    
19 ⚠️ Proactive Agent Lite unknown 25% 38,885 Dynamic Code Evaluation    
20 ⚠️ Web Search unknown 48% 38,253 Dynamic Code Evaluation    
21 ⚠️ Discord unknown 38% 38,101 Dynamic Code Evaluation    
22 ⚠️ Skill Finder Cn unknown 55% 38,010 Dynamic Code Evaluation    
23 ⚠️ Gmail unknown 35% 37,814 Dynamic Code Evaluation    
24 ⚠️ Evolver unknown 45% 36,913 Dynamic Code Evaluation    
25 ⚠️ Gemini unknown 38% 34,763 Dynamic Code Evaluation    
26 ⚠️ Using Superpowers unknown 42% 32,941 Dynamic Code Evaluation    
27 ⚠️ Web Search by Exa unknown 48% 31,379 Dynamic Code Evaluation    
28 ⚠️ OpenClaw Backup unknown 62% 30,925 Dynamic Code Evaluation    
29 ⚠️ Baidu Wenku AIPPT unknown 55% 30,714 Dynamic Code Evaluation    
30 ⚠️ Caldav Calendar unknown 78% 30,659 Dynamic Code Evaluation    

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