Security audit
Data Science CV Repro Reviewer
Security checks for vulnerabilities and agentic risk
Overview
This skill is a scoped, instruction-only reviewer for computer-vision experiment reproducibility and does not ask for credentials, infrastructure control, or persistent access.
Before installing, users should understand that this skill is for reviewing evidence they provide, not for running experiments or accessing private systems. It is appropriate for cautious reproducibility review, especially when users want help identifying missing evidence, privacy risks, or claims that should not be promoted yet.
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.