Security audit
ai-opportunity-discovery
Security checks for vulnerabilities and agentic risk
Overview
This is a self-contained consulting prompt that interviews a business and produces an AI opportunity roadmap without code execution, persistence, or hidden data access.
Before installing, expect to share potentially sensitive business process and cost information with your agent during the interview. Avoid entering secrets, credentials, or regulated data unless your agent environment is approved for that use. The artifact itself is Markdown-only and does not add code execution or persistent access.
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
- 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
- Excessive AgencyUnrestricted Tool Access, Autonomous Decision Making, Scope Creep
Static analysis
No suspicious patterns detected.