Suspicious AI Agent Skills — What to Watch

Date: 2026-07-07 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% 465,917 Dynamic Code Evaluation    
2 ⚠️ Self-Improving + Proactive Agent unknown 38% 202,345 Dynamic Code Evaluation    
3 ⚠️ ontology unknown 45% 191,666 Dynamic Code Evaluation    
4 ⚠️ SkillScan unknown 58% 178,955 Dynamic Code Evaluation    
5 ⚠️ Proactive Agent unknown 25% 171,204 Dynamic Code Evaluation    
6 ⚠️ polymarket-trade joelchance 35% 111,866 Hidden Command Execution    
7 ⚠️ Nano Banana Pro unknown 42% 104,618 Dynamic Code Evaluation    
8 ⚠️ PollyReach unknown 38% 99,765 Hidden Command Execution    
9 ⚠️ [Prismfy Web Search Free Google](https://clawsec.cc/skill/Prismfy Web Search Free Google) unknown 35% 81,656 Dynamic Code Evaluation
10 ⚠️ Free Ride - Unlimited free AI unknown 65% 68,130 Dynamic Code Evaluation    
11 ⚠️ adclaw fly0pants 35% 65,473 Dynamic Code Evaluation    
12 ⚠️ Brave Search unknown 55% 60,302 Dynamic Code Evaluation    
13 ⚠️ Stock Analysis unknown 52% 55,094 Dynamic Code Evaluation    
14 ⚠️ Video Frames unknown 34% 53,082 Dynamic Code Evaluation    
15 ⚠️ Find Skills Skill unknown 25% 52,595 Dynamic Code Evaluation    
16 ⚠️ freeride-ai shaivpidadi 38% 44,232 Dynamic Code Evaluation    
17 ⚠️ Self Improving Agent unknown 48% 43,768 Dynamic Code Evaluation    
18 ⚠️ Trello unknown 55% 41,610 Dynamic Code Evaluation    
19 ⚠️ ByteRover unknown 42% 39,668 Dynamic Code Evaluation    
20 ⚠️ Proactive Agent Lite unknown 25% 39,134 Dynamic Code Evaluation    
21 ⚠️ Web Search unknown 48% 38,704 Dynamic Code Evaluation    
22 ⚠️ Discord unknown 38% 38,433 Dynamic Code Evaluation    
23 ⚠️ Skill Finder Cn unknown 55% 38,291 Dynamic Code Evaluation    
24 ⚠️ Gmail unknown 35% 37,975 Dynamic Code Evaluation    
25 ⚠️ Evolver unknown 45% 37,113 Dynamic Code Evaluation    
26 ⚠️ Gemini unknown 38% 35,086 Dynamic Code Evaluation    
27 ⚠️ Using Superpowers unknown 42% 33,401 Dynamic Code Evaluation    
28 ⚠️ Web Search by Exa unknown 48% 31,560 Dynamic Code Evaluation    
29 ⚠️ OpenClaw Backup unknown 62% 31,240 Dynamic Code Evaluation    
30 ⚠️ Baidu Wenku AIPPT unknown 55% 31,037 Dynamic Code Evaluation    

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