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Security audit

生地学业水平考试复习规划

Security checks for vulnerabilities and agentic risk

Overview

This is a disclosed, China-mainland Chinese K12 teacher skill for planning biology/geography exam review, with scoped data access and teacher-confirmed writes.

Install this only for Chinese-language, China-mainland-aligned K12 teaching contexts unless you localize curriculum assumptions, privacy/legal requirements, and crisis contact information. Teachers should review all generated plans before saving and avoid entering unreleased exam materials or identifiable student score sheets.

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
94% confidence
Finding

The note is written as a mandatory operational instruction in Chinese and does not indicate that other languages/locales are allowed. Under the policy, forcing a specific language without user opt-in is a natural-language locale violation unless the constraint is explicitly justified as region-specific.

Content

No source excerpt is available for this finding.

Natural-Language Policy Violations

Medium
Category
Not specified by scanner
Confidence
91% confidence
Finding

The description says the terminology source is shared/vocab.md, and the surrounding schema uses Chinese-only labels and descriptions, but it does not offer a language choice or explain that this is a justified region-specific schema. That creates a natural-language locale constraint visible in the file.

Content

No source excerpt is available for this finding.

Natural-Language Policy Violations

Medium
Category
Not specified by scanner
Confidence
90% confidence
Finding

The file's entire user-facing guidance is written in Chinese and does not indicate that other languages are supported or that the language choice is configurable. Under the policy, forcing a specific language without user opt-in is a natural-language locale violation unless the locale constraint is explicitly documented and justified.

Content

No source excerpt is available for this finding.

Natural-Language Policy Violations

Medium
Category
Not specified by scanner
Confidence
90% confidence
Finding

This shared skill guidance file presents all instructional content in Chinese and does not indicate that users can choose another language. Under the policy rule, forcing a specific language without user opt-in is a natural-language policy violation unless the locale constraint is explicitly justified.

Content

No source excerpt is available for this finding.

Natural-Language Policy Violations

Medium
Category
Not specified by scanner
Confidence
93% confidence
Finding

The entire shared safety guidance is written only in Chinese and does not indicate any user language choice, opt-in, or justified locale restriction. Under the policy rule for natural-language violations, this constitutes a language/locale constraint that is being forced without explicit user consent.

Content

No source excerpt is available for this finding.

Natural-Language Policy Violations

Medium
Category
Not specified by scanner
Confidence
85% confidence
Finding

The file is written entirely in Chinese and uses Chinese-only terminology and instructions throughout, but it does not state that the skill is region-specific or provide any user opt-in for language or locale. Under the stated policy, forcing a specific language without user choice 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
90% confidence
Finding

L11 明确说明本库按“中国大陆的中文 K12 场景”设计,并将简体中文和中国大陆求助渠道设为默认。这属于自然语言中的语言/locale 约束;虽然后文说明了跨地区部署需先做本地化调整,但当前表述仍是默认强制区域与语言。

Content

No source excerpt is available for this finding.

Static analysis

No suspicious patterns detected.