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Security audit

job-analysis-design

Security checks for vulnerabilities and agentic risk

Overview

This is a Chinese-language study helper for a job-analysis chapter, with only Markdown reference content and no executable or hidden behavior.

Installers should expect responses mainly in Chinese with English HR terms. Ask for another language if needed; no sensitive permissions or code execution behavior was found in the artifact.

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
  • Trigger AbuseOverly Broad Trigger, Shadow Command Trigger, Keyword Baiting Trigger
  • 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
90% confidence
Finding

The file content is written as an instruction set in Chinese and tells the responder how to answer, but it does not offer any user opt-in or alternative language handling. Under the policy, forcing a specific language or locale without user choice is a natural-language policy violation.

Content

No source excerpt is available for this finding.

Vague Triggers

Medium
Category
Not specified by scanner
Confidence
89% confidence
Finding

The trigger guidance includes a very broad phrase (e.g., helping understand Chapter 7) that can match many ordinary user requests and cause the skill to activate outside its intended scope. Over-broad activation is risky because it can override a more appropriate skill, inject irrelevant instructions into unrelated conversations, or increase the attack surface for prompt-routing abuse.

Content

No source excerpt is available for this finding.

Natural-Language Policy Violations

Low
Category
Not specified by scanner
Confidence
93% confidence
Finding

The instruction '中文回答' forces a specific language for responses and ties it to the user's current language, but it does not explicitly offer the user a choice to continue in another language. The policy only permits locale/language constraints when the skill offers opt-in or clearly justified region-specific limitations.

Content

No source excerpt is available for this finding.

Natural-Language Policy Violations

Low
Category
Not specified by scanner
Confidence
86% confidence
Finding

This markdown file is largely written in Chinese while also embedding English terms such as 'Job description' and 'Functional Job Analysis'. Under the policy rule for natural-language constraints, forcing a specific language or mixed locale without opt-in can be a locale-policy issue when no user choice or audience limitation is stated.

Content

No source excerpt is available for this finding.

Natural-Language Policy Violations

Low
Category
Not specified by scanner
Confidence
80% confidence
Finding

This markdown file contains extensive mixed-language instructional content, combining Chinese prose with many English terms throughout the document. Under the language/locale policy rule, forcing a specific language style without user opt-in or an explicit documented locale expectation can be a policy concern.

Content

No source excerpt is available for this finding.

Natural-Language Policy Violations

Low
Category
Not specified by scanner
Confidence
92% confidence
Finding

This markdown file is written as mixed Chinese-English instructional content, which effectively imposes a language/locale format on the user without any opt-in or justification. The policy category explicitly covers language or locale constraints when a skill forces a specific language without user choice.

Content

No source excerpt is available for this finding.

Natural-Language Policy Violations

Low
Category
Not specified by scanner
Confidence
76% confidence
Finding

This markdown file contains substantial instructional content in Chinese but repeatedly uses untranslated English category labels and terms such as "rating formats," "Graphic rating scales," and "Forced-choice" as the only headings for key concepts. Because the document does not indicate that English terminology is optional or user-selected, it can be read as imposing a specific language/locale style without opt-in.

Content

No source excerpt is available for this finding.

Static analysis

No suspicious patterns detected.