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Security audit

Job Analysis Train

Security checks for vulnerabilities and agentic risk

Overview

This is a coherent Chinese study aid for a job analysis textbook chapter and does not include code, network access, persistence, or data-handling behavior.

Install this if you want Chinese-language help studying the staffing and training chapter. Be aware it defaults to Chinese explanations, so ask explicitly for another language if needed; for real employment-law or compliance questions, verify current legal standards separately.

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
  • MCP Tool PoisoningHidden Instructions, Unicode Deception, Parameter Description Injection
  • 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 (7)

Natural-Language Policy Violations

Medium
Category
Not specified by scanner
Confidence
95% confidence
Finding

The skill explicitly instructs the assistant to answer primarily in Chinese regardless of the user's language preference. This can override or conflict with user intent and platform language expectations, reducing transparency and usability and potentially causing the model to ignore a user's explicit request for another language.

Content

No source excerpt is available for this finding.

Natural-Language Policy Violations

Medium
Category
Not specified by scanner
Confidence
90% confidence
Finding

这是一个适用于所有文件类型的自然语言政策问题。文件从标题到模板说明均以中文编写,未说明仅面向中文用户,也没有提供可选语言或用户选择机制,可能构成未经用户选择即强制特定语言/locale 的情况。

Content

No source excerpt is available for this finding.

Natural-Language Policy Violations

Medium
Category
Not specified by scanner
Confidence
94% confidence
Finding

Line L03 states the file is a Chinese study summary '用于在对话中按需引入课本知识', which indicates the skill content is intended to be delivered in Chinese. This is a natural-language locale constraint with no opt-in, alternative language option, or documented region-specific justification.

Content

No source excerpt is available for this finding.

Natural-Language Policy Violations

Medium
Category
Not specified by scanner
Confidence
95% confidence
Finding

The reference content is entirely written in Chinese and strongly steers the assistant to answer in that language without any indication of user preference. In a multilingual assistant, this can degrade usability, cause confusion, and override expected language alignment, especially if the user interacts in another language. The skill context is educational and not inherently dangerous, so the issue is lower risk than it would be in safety-critical or transactional workflows.

Content

No source excerpt is available for this finding.

Natural-Language Policy Violations

Low
Category
Not specified by scanner
Confidence
90% confidence
Finding

The short description is primarily in Chinese while the default prompt is in English, which implies a language expectation mismatch without explicit user opt-in or a documented locale policy. The policy requires flagging language or locale constraints when no choice or justification is provided.

Content

No source excerpt is available for this finding.

Natural-Language Policy Violations

Low
Category
Not specified by scanner
Confidence
81% confidence
Finding

This markdown file contains instructional content presented in a mixed Chinese-English form throughout, beginning at L01. Under the policy rule for language/locale, forcing a specific language or locale without user opt-in can be a violation; this file does not indicate that the user may choose another language or that the mixed-language format is required for a region-specific purpose.

Content

No source excerpt is available for this finding.

Natural-Language Policy Violations

Low
Category
Not specified by scanner
Confidence
95% confidence
Finding

This markdown file presents the substantive instructional content entirely in Chinese, with no indication that language selection is optional or user-configurable. The policy explicitly flags language or locale constraints when a skill forces a specific language without user opt-in.

Content

No source excerpt is available for this finding.

Static analysis

No suspicious patterns detected.