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Security audit

job-analysis-hybrid

Security checks for vulnerabilities and agentic risk

Overview

This is a coherent Chinese-language study helper for a job-analysis textbook chapter and does not request unusual system, data, network, or persistence access.

Install this if you want a Chinese-language study assistant for hybrid job-analysis methods. Users who prefer English or bilingual answers may need to ask explicitly, but the reviewed files do not show hidden execution, data access, or persistence behavior.

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
  • 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
  • Excessive AgencyUnrestricted Tool Access, Autonomous Decision Making, Scope Creep
Findings (7)

Natural-Language Policy Violations

Medium
Category
Not specified by scanner
Confidence
86% confidence
Finding

The section heading and instructional text are written in Chinese, and the file consistently presents the teaching guidance in that language. Under the policy for natural-language constraints, forcing a specific language without explicit user opt-in or a documented region-specific reason can be a locale-policy violation.

Content

No source excerpt is available for this finding.

Natural-Language Policy Violations

Low
Category
Not specified by scanner
Confidence
95% confidence
Finding

Line L32 instructs the skill to always answer in Chinese because the user is currently using Chinese. This is a natural-language locale policy constraint without an explicit opt-in or fallback choice, which can violate organizational expectations to avoid forcing a language unless the user is given a choice or the constraint is clearly justified.

Content

No source excerpt is available for this finding.

Natural-Language Policy Violations

Low
Category
Not specified by scanner
Confidence
88% confidence
Finding

This markdown file contains substantial instructional content in a mixed Chinese-English format, but it does not state that the user can choose their preferred language or that the mixed-language presentation is required for a specific audience. Under the policy rule for language/locale, forcing or assuming a language format without opt-in can be a natural-language policy issue.

Content

No source excerpt is available for this finding.

Natural-Language Policy Violations

Low
Category
Not specified by scanner
Confidence
88% confidence
Finding

This file presents core instructional content primarily in Chinese while also using substantial English terminology, but it does not state that the skill is intended for Chinese-speaking users or offer an alternative language. Under the language/locale policy, forcing a specific language without user opt-in can be a natural-language policy violation.

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 presents the instructional content primarily in Chinese, including headings, explanations, and user guidance, without indicating that language selection is optional. Under the policy, forcing a specific language without user opt-in is a natural-language locale violation unless clearly justified or optional.

Content

No source excerpt is available for this finding.

Natural-Language Policy Violations

Low
Category
Not specified by scanner
Confidence
82% confidence
Finding

This file presents the skill content primarily in Chinese while embedding substantial English terminology and example prompts, but it does not state any language-selection policy or offer the user a choice of output language. Under the stated policy, forcing or assuming a language/locale without opt-in can be a natural-language policy issue.

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 skill/reference entirely in Chinese, including headings, instructional text, and examples. Under the policy rule for natural-language violations, forcing a specific language without user opt-in can be a locale policy issue when no language choice or justification is provided.

Content

No source excerpt is available for this finding.