Security audit

CSV Brief

Security checks for vulnerabilities and agentic risk

Overview

This skill coherently profiles user-provided CSV files and produces a brief, with no evidence of hidden access, persistence, exfiltration, or destructive behavior.

Install this if you want a lightweight CSV summarizer. Review the generated profile.json before sharing results, because it may contain values from the input CSVs, including sensitive spreadsheet data.

A.I.G

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

SkillSpector

Vulnerability Patterns

Trigger AbuseOverly Broad Trigger, Shadow Command Trigger, Keyword Baiting Trigger
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

Findings (1)

Vague Triggers

Medium

Category: Not specified by scanner
Confidence: 91% confidence
Finding: The description says to use the skill when someone is handed a spreadsheet export and asks 'what's in it,' which is a common, everyday phrasing rather than a narrowly scoped trigger. Because the manifest does not provide more specific trigger constraints or negative examples, this could lead to unintended activation for generic spreadsheet-help requests.
Content: No source excerpt is available for this finding.

Static analysis

No suspicious patterns detected.