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Security audit

Python数据分析助手

Security checks for vulnerabilities and agentic risk

Overview

This is a simple Chinese-language Python data analysis guidance skill with no hidden execution, persistence, or privileged access.

Install this if you want a lightweight Chinese-language assistant for Python data analysis. Be aware it includes a promotional external link and may be most useful for Chinese-speaking users; review generated code before running it on private or important datasets.

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
  • 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 (3)

Natural-Language Policy Violations

Medium
Category
Not specified by scanner
Confidence
95% confidence
Finding

The skill description, headings, and examples are entirely in Chinese, which implies a fixed language experience. The policy requires flagging language or locale constraints unless the skill offers user choice or clearly documents a justified regional limitation, neither of which appears here.

Content

No source excerpt is available for this finding.

Natural-Language Policy Violations

Medium
Category
Not specified by scanner
Confidence
95% confidence
Finding

All visible natural-language instructions and examples are presented only in Chinese, and the skill title explicitly identifies it as a Chinese Python data analysis assistant. There is no indication that users may opt into another language or that the locale restriction is required for a region-specific purpose.

Content

No source excerpt is available for this finding.

Vague Triggers

Medium
Category
Not specified by scanner
Confidence
90% confidence
Finding

The example trigger phrase is broad enough to match ordinary user requests for data analysis, which can cause the skill to activate outside a clearly scoped context. Overbroad invocation increases the chance of unintended routing, user confusion, and accidental exposure of the skill's promotional content or behavior in situations where the user did not explicitly request this specific skill.

Content

No source excerpt is available for this finding.

Static analysis

No suspicious patterns detected.