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Security audit

Data Analysis Zh

Security checks for vulnerabilities and agentic risk

Overview

This is a simple Chinese-language data analysis helper that only asks to read user-provided data and does not include code, persistence, external calls, or hidden behavior.

Install this if you want a Chinese-language assistant for analyzing data files or query results. Be mindful that data analysis can involve sensitive business or financial data, so only provide files you are comfortable having the agent read.

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 (2)

Natural-Language Policy Violations

Medium
Category
Not specified by scanner
Confidence
88% confidence
Finding

The skill is presented entirely in Chinese and appears oriented toward Chinese-language interaction without stating whether other languages are supported or whether the user can opt into Chinese output. This can cause misrouting or unexpected language forcing, which may confuse users, degrade consent and usability, and increase the chance that the wrong skill is selected for multilingual requests.

Content

No source excerpt is available for this finding.

Vague Triggers

Medium
Category
Not specified by scanner
Confidence
95% confidence
Finding

The skill description contains very broad, generic trigger phrases such as '帮我做数据分析' and '这份数据有什么规律', which can match a wide range of ordinary user requests. In agent routing systems, this can cause the skill to activate too often, intercepting unrelated conversations or sensitive data-analysis-adjacent requests without clear user intent.

Content

No source excerpt is available for this finding.

Static analysis

No suspicious patterns detected.