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Security audit

Atomic Knowledge Explainer

Security checks for vulnerabilities and agentic risk

Overview

This is a Chinese-language educational skill for breaking down and explaining concepts, with no code execution, credential access, persistence, or hidden data handling found.

Install this if you want a Chinese-language framework for decomposing complex topics into atomic concepts and explanation outlines. Be aware it may trigger on general knowledge-explanation prompts, and users who need multilingual behavior may need to ask explicitly for their preferred language.

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)

Vague Triggers

Medium
Category
Not specified by scanner
Confidence
93% confidence
Finding

The trigger list includes broad, commonly used phrases such as '知识讲解', '概念分拆', and '知识结构', which can cause the skill to activate in contexts far beyond its intended scope. Over-broad activation increases the chance of prompt-routing mistakes, unintended instruction precedence, and user confusion, especially in systems that automatically select skills based on keyword matches.

Content

No source excerpt is available for this finding.

Natural-Language Policy Violations

Medium
Category
Not specified by scanner
Confidence
88% confidence
Finding

The skill metadata and body strongly imply Chinese-only behavior without documenting a language negotiation policy. In multi-language environments, this can lead to misaligned outputs, misunderstanding of user intent, or bypass of expected safety and usability behavior when the surrounding system assumes language adaptability.

Content

No source excerpt is available for this finding.

Natural-Language Policy Violations

Medium
Category
Not specified by scanner
Confidence
86% confidence
Finding

The file is entirely authored in Chinese and line L03 defines the execution protocol in Chinese as the default interaction pattern, but it does not state that this is a region-specific or Chinese-only skill. Under the policy rule, forcing a specific language without user opt-in is a natural-language policy concern.

Content

No source excerpt is available for this finding.

Natural-Language Policy Violations

Medium
Category
Not specified by scanner
Confidence
93% confidence
Finding

The title and the entire requirements document are written as a mandatory Chinese-language methodology specification, with no indication that users may choose another language or locale. Under the policy, forcing a specific language without user opt-in is a natural-language policy violation unless the locale restriction is clearly justified.

Content

No source excerpt is available for this finding.

Natural-Language Policy Violations

Medium
Category
Not specified by scanner
Confidence
87% confidence
Finding

The document is entirely written in Chinese and presents its instructions and template labels only in that language. Under the stated policy, forcing a specific language without offering the user a choice or documenting a justified locale constraint is 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
88% confidence
Finding

This markdown exemplar presents all instructions, examples, and outputs exclusively in Chinese. Under the policy criteria, forcing a specific language without user opt-in can be a natural-language policy violation when no language 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
94% confidence
Finding

This markdown file uses Chinese throughout and does not indicate that the user can choose another language or that the skill is intentionally limited to a Chinese-speaking context. Under the policy rule, forcing a specific language without opt-in is 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
92% confidence
Finding

This markdown skill exemplar presents all instructions and examples in Chinese, but does not state that the language is user-selectable or limited to a Chinese-language context. Under the policy rule, 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
81% confidence
Finding

This markdown exemplar presents all headings, inputs, processes, and outputs exclusively in Chinese, with no note that the skill is Chinese-only or that users may select another 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.