gemini-image-gen Security Audit Report
gemini-image-gen is an AI agent skill, created by IISweetHeartII (Deokhwan Kim) and published at iisweetheartii/gemini-image-gen. ClawSecure audited gemini-image-gen across 8 files through the 3-Layer Audit Protocol covering all ten OWASP ASI Top 10 categories, assigning a security score of 35/100 (High Risk). The 13 findings concentrate in Data Exfiltration, Unauthorized Tool Use and Social Engineering, including Potentially dangerous code pattern detected: base64.*decode and Skill code uses network libraries but doesn't declare network.... 1 was rated high or critical severity.
Is gemini-image-gen safe?
ClawSecure audited gemini-image-gen and assigned a security score of 35/100 (High Risk), identifying 13 findings across Data Exfiltration and Unauthorized Tool Use. Review the findings below before installing.
What did ClawSecure find in gemini-image-gen?
ClawSecure identified 13 findings in gemini-image-gen, concentrated in Data Exfiltration, Unauthorized Tool Use and Social Engineering. 1 was rated high or critical severity. The most severe include Potentially dangerous code pattern detected: base64.*decode and Skill code uses network libraries but doesn't declare network....
How was gemini-image-gen audited?
ClawSecure ran gemini-image-gen through its 3-Layer Audit Protocol with full OWASP ASI Top 10 coverage, scanning 8 files from iisweetheartii/gemini-image-gen.
What does a score of 35 mean?
ClawSecure assigned gemini-image-gen a security score of 35/100, placing it in the High Risk range. This is driven by 13 findings led by Data Exfiltration that should be addressed before use. ClawSecure derives this score with a weighted deduction model (critical -20, high -10, medium -5, low -2 from a base of 100).
Audit Findings for gemini-image-gen
ClawSecure detected 13 security findings in gemini-image-gen, spanning Data Exfiltration, Unauthorized Tool Use, Social Engineering and Policy Violation.
- high · Potentially dangerous code pattern detected: base64.*decode. Code Injection finding detected in
gen.py. - medium · Skill code uses network libraries but doesn't declare network.... Unauthorized Tool Use finding detected in
/tmp/url-scans/6ded4e994a580e31/SKILL.md. - medium · Script iterates through environment variables in.... Data Exfiltration finding detected in
/tmp/url-scans/6ded4e994a580e31/scripts/gen.py. - medium · Skill performs actions not reflected in its description. Social Engineering finding detected in
SKILL.md. - medium · Code block in SKILL.md at line 62 contains potentially dangerous Python.... Command Injection finding detected in
SKILL.md:62. - medium · Pattern detected: urllib.request.Request(. Data Exfiltration finding detected in
scripts/gen.py:132. - medium · Pattern detected: urllib.request.urlopen(. Data Exfiltration finding detected in
scripts/gen.py:139. - medium · Pattern detected: urllib.request.Request(. Data Exfiltration finding detected in
scripts/gen.py:170. - medium · Pattern detected: urllib.request.urlopen(. Data Exfiltration finding detected in
scripts/gen.py:177. - medium · Pattern detected: urllib.request.Request(. Data Exfiltration finding detected in
scripts/gen.py:216. - medium · Pattern detected: urllib.request.urlopen(. Data Exfiltration finding detected in
scripts/gen.py:226. - medium · Missing config.json - agent may not be properly configured. Permissions Manifest finding.
Showing the 12 highest-severity of 13 findings. The full interactive list appears below.
3-Layer Audit Protocol
Security Recommendations for gemini-image-gen
Audit external network connections
Resolve policy violations
Harden command execution
Related Security Research
ClawHavoc Explained: The Malware Family Targeting AI Agents→Beyond Static Scans: Why ClawSecure Verifies Agentic Intent→Related AI Agent Security Audits
Scanned on May 4, 2026. gemini-image-gen is one of thousands of agents audited by ClawSecure from the community-curated awesome-openclaw-skills list and the openclaw/skills repository.