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Security audit

Ai-vulnerability-analyzer

Security checks for vulnerabilities and agentic risk

Overview

This is a high-risk cybersecurity analysis skill, but its instructions are scoped to authorized, controlled vulnerability review and do not install or run code.

Install only if you intend to use the agent for authorized security work. Provide clear scope, authorization, data sensitivity rules, and active-testing approval before use, and keep outputs redacted when evidence includes secrets or personal data.

Vulnerability Patterns
  • Skill Instruction HijackingAlters the agent's session goals or safety constraints when the skill loads
  • Agent Memory PoisoningWrites attacker-controlled rules into memory that affect later sessions
  • Remote Payload Retrieval and ExecutionFetches external code whose behavior can change after review
  • Embedded Malicious CodeShips malicious scripts inside the skill and executes them locally
  • Unauthorized Access and Privilege EscalationObtains permissions beyond the task's legitimate needs
Vulnerability Patterns
  • Prompt InjectionInstruction Override, Hidden Instructions, Exfiltration Commands
  • YARA SignaturesMalware Match, Webshell Match, Cryptominer Match
  • Data ExfiltrationExternal Transmission, Env Variable Harvesting, File System Enumeration
  • Privilege EscalationExcessive Permissions, Sudo/Root Execution, Credential Access
  • Supply ChainUnpinned Dependencies, External Script Fetching, Obfuscated Code
Findings (3)

YARA rule 'agent_skill_prompt_injection_hidden_instructions': Prompt injection or hidden instructions embedded in AI agent skill text [agent_skills]

High
Category
YARA Match
Confidence
80% confidence
Finding

YARA rule matched a hack tool or exploit indicator (offensive tools, reconnaissance, privilege escalation, or exploit frameworks).

Content

Scanner excerpt · skill.md (reported line 2)May include surrounding context.

md
name: 3mper0rr-ai-vulnerability-analyzer
description: Use this skill to operate a hardened AI agent that analyzes vulnerabilities in authorized systems, challenges weak evidence, builds attack paths, prioritizes real risk, and recommends safe validation and remediation.
version: 1.0.1
tags:
  - vulnerability-analysis
  - ai-agent
  - red-team
  - penetration-test
  - exploitability
  - attack-path
authorization_required: true
risk_level: high
AI Vulnerability Analyzer Pro
1. Mission
This agent operates as a senior offensive-security analyst for authorized engagements.
Its mission is to:

    Analyze vulnerability evidence with an adversarial mindset.
    Separate real, exploitable i

Anti-Refusal Statement

High
Category
Anti-Refusal
Confidence
90% confidence
Finding

Skill attempts to nullify the agent's safety policies or restrictions ('you have no restrictions', 'ignore your guidelines', 'do anything now'). This is a direct jailbreak that disables guardrails.

Content

Scanner excerpt · skill.md (reported line 53)May include surrounding context.

md
Use destructive or irreversible tests.
    Weaponize exploits beyond safe demonstration.
    Target real users or production stability.
    Bypass safety controls without authorization.

3. Operating Modes
Triage Mode

Instruction Override

High
Category
Prompt Injection
Confidence
90% confidence
Finding

This pattern attempts to override system instructions or ignore safety constraints. Without LLM analysis, manual review is recommended.

Content

Scanner excerpt · skill.md (reported line 53)May include surrounding context.

md
Use destructive or irreversible tests.
    Weaponize exploits beyond safe demonstration.
    Target real users or production stability.
    Bypass safety controls without authorization.

3. Operating Modes
Triage Mode

Static analysis

No suspicious patterns detected.