Most Downloaded AI Agent Skills — Security Analysis

Date: 2026-04-28 Source: ClawSearch Audited by ClawSec

The 50 most downloaded skills and their security status.

Rank Skill Author Downloads Verdict Risk
1 ⚠️ self-improving-agent pskoett 389,909 SUSPICIOUS 45%
2 ✅ summarize steipete 193,478 SAFE 15%
3 ✅ skill-vetter spclaudehome 136,628 SAFE 18%
4 ⚠️ ontology oswalpalash 125,502 SUSPICIOUS 45%
5 ✅ multi-search-engine gpyangyoujun 119,870 SAFE 15%
6 ⚠️ proactive-agent halthelobster 115,713 SUSPICIOUS 25%
7 ⚠️ polymarket-trade joelchance 111,866 SUSPICIOUS 35%
8 ✅ weather steipete 107,611 SAFE 15%
9 ⚠️ self-improving ivangdavila 101,199 SUSPICIOUS 38%
10 ⚠️ Nano Banana Pro unknown 91,116 SUSPICIOUS 42%
11 ✅ Obsidian unknown 86,968 SAFE 18%
12 ⚠️ prismfy-search uroboros1205 77,163 SUSPICIOUS 35%
13 ✅ Skill Creator unknown 75,403 SAFE 10%
14 ⚠️ skillscan tokauthai 75,219 SUSPICIOUS 58%
15 ⚠️ pollyreach pollyreach 71,028 SUSPICIOUS 38%
16 ⚠️ adclaw fly0pants 65,473 SUSPICIOUS 35%
17 ⚠️ Free Ride - Unlimited free AI unknown 59,156 SUSPICIOUS 65%
18 ✅ openai-whisper steipete 53,670 SAFE 8%
19 ⚠️ auto-updater maximeprades 53,613 SUSPICIOUS 42%
20 ✅ openclaw-tavily-search jacky1n7 52,760 SAFE 15%
21 ⚠️ Brave Search unknown 50,541 SUSPICIOUS 55%
22 ⚠️ Desktop Control unknown 50,064 SUSPICIOUS 62%
23 ✅ automation-workflows jk-0001 48,725 SAFE 15%
24 ⚠️ Stock Analysis unknown 46,021 SUSPICIOUS 52%
25 ⚠️ freeride-ai shaivpidadi 44,232 SUSPICIOUS 38%
26 ⚠️ ByteRover unknown 36,093 SUSPICIOUS 42%
27 ✅ youtube-watcher michaelgathara 34,125 SAFE 15%
28 ✅ Clawdhub unknown 32,792 SAFE 15%
29 ⚠️ Xiaohongshu (小红书) Automation unknown 32,682 SUSPICIOUS 60%
30 ⚠️ xiucheng-self-improving-agent xiucheng 32,348 SUSPICIOUS 48%
31 🚨 humanize-ai-text moltbro 32,323 MALICIOUS 85%
32 ⚠️ Discord unknown 31,846 SUSPICIOUS 38%
33 ⚠️ video-frames steipete 31,303 SUSPICIOUS 34%
34 ⚠️ skill-finder-cn guohongbin-git 31,122 SUSPICIOUS 55%
35 ✅ clawddocs nicholasspisak 31,071 SAFE 12%
36 ✅ himalaya lamelas 30,837 SAFE 28%
37 ⚠️ gmail byungkyu 30,444 SUSPICIOUS 35%
38 ✅ word-docx ivangdavila 29,055 SAFE 25%
39 ✅ news-summary joargp 29,017 SAFE 15%
40 ⚠️ Gemini unknown 28,768 SUSPICIOUS 38%
41 ⚠️ trello steipete 28,409 SUSPICIOUS 55%
42 ✅ blogwatcher steipete 27,569 SAFE 25%
43 ✅ ai-humanizer brandonwise 27,310 SAFE 25%
44 ✅ model-usage steipete 26,805 SAFE 12%
45 ⚠️ Peekaboo unknown 25,341 SUSPICIOUS 38%
46 ✅ excel-xlsx ivangdavila 25,068 SAFE 18%
47 ⚠️ Using Superpowers unknown 24,880 SUSPICIOUS 42%
48 ✅ youtube-api-skill byungkyu 24,343 SAFE 15%
49 ⚠️ healthcheck unknown 24,217 SUSPICIOUS 48%
50 ✅ superdesign mpociot 23,049 SAFE 8%

Key Takeaways

  • 50 of top 50 have been audited, 0 pending
  • 1 malicious skills found among the most downloaded — high impact risk
  • Top skill has 389,909 downloads

ClawSec | ClawSearch | npx clawsearch-guard <skill>