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Security audit

discussion-structure-diagnosis

Security checks for vulnerabilities and agentic risk

Overview

This is a low-risk academic writing diagnosis skill made of Markdown guidance and examples, with no executable code or hidden data access.

Before installing, understand that this skill is narrowly focused on diagnosing Discussion structure and uses a mixed Chinese-English teaching style. Specify your preferred response language and treat its academic-writing feedback as guidance rather than a substitute for your advisor or journal requirements.

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 (9)

Natural-Language Policy Violations

Medium
Category
Not specified by scanner
Confidence
86% confidence
Finding

The description states the skill diagnoses Discussion sections in an "English psychology research paper," which is a natural-language constraint. Under the policy rule, forcing a specific language is reportable unless the skill offers a language choice or clearly documents a justified region/compliance limitation; neither is present here.

Content

No source excerpt is available for this finding.

Vague Triggers

Medium
Category
Not specified by scanner
Confidence
89% confidence
Finding

This markdown file describes when to use the example with phrases like 'Discussion 整体结构散乱' and '我的 Discussion 结构对不对', which are relatively broad and lack explicit scope limits or negative examples. The wording could overlap with many ordinary writing-help requests, increasing the chance of unintended invocation of this specific example.

Content

No source excerpt is available for this finding.

Natural-Language Policy Violations

Medium
Category
Not specified by scanner
Confidence
95% confidence
Finding

The document is primarily written in Chinese and presents its guidance, section headings, and usage instructions in that language without offering an alternative language option or stating that the skill is region- or language-specific. This can violate a language/locale policy when users are not given a choice or explicit opt-in.

Content

No source excerpt is available for this finding.

Natural-Language Policy Violations

Medium
Category
Not specified by scanner
Confidence
90% confidence
Finding

This markdown file presents its operational guidance and usage instructions primarily in Chinese, which can force a specific language on users without opt-in. The policy explicitly disallows language or locale constraints unless the skill offers user choice or clearly documents a justified regional limitation.

Content

No source excerpt is available for this finding.

Natural-Language Policy Violations

Low
Category
Not specified by scanner
Confidence
84% confidence
Finding

This markdown file presents core instructions in a mixed Chinese-English format, which can impose a language/locale expectation on users without explicitly offering an alternative. Under the policy rule, forcing or assuming a language without user opt-in can be a natural-language policy concern.

Content

No source excerpt is available for this finding.

Natural-Language Policy Violations

Low
Category
Not specified by scanner
Confidence
85% confidence
Finding

Most of the instructional content and usage guidance in the file is written in Chinese, which can amount to an implicit language constraint if the skill is surfaced to users without opt-in. The file does not indicate that users may choose another language or that the Chinese-only presentation is required for a documented region-specific purpose.

Content

No source excerpt is available for this finding.

Natural-Language Policy Violations

Low
Category
Not specified by scanner
Confidence
75% confidence
Finding

The content includes substantial Chinese headings and explanations alongside English technical phrases and quotations, but does not indicate whether the skill should respond in Chinese, English, or follow the user's preferred language. This can conflict with a language/locale policy that requires user choice rather than implicit language forcing.

Content

No source excerpt is available for this finding.

Vague Triggers

Low
Category
Not specified by scanner
Confidence
82% confidence
Finding

The usage section says to cite this example when a user uploads methodological, tutorial, or tools-and-techniques papers, and gives a few example situations, but it does not define boundaries or negative examples. This can lead to overuse on adjacent paper types or unclear activation in mixed-methods cases.

Content

No source excerpt is available for this finding.

Natural-Language Policy Violations

Low
Category
Not specified by scanner
Confidence
90% confidence
Finding

This markdown file contains user-facing instructional content in Chinese, including headings, analysis, and usage guidance, but does not indicate that the user can choose another language or that the content is intentionally limited to a Chinese-speaking audience. Under the language/locale policy rule, forcing a specific language without opt-in is a natural-language policy concern.

Content

No source excerpt is available for this finding.