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Security audit

Audience Of One

Security checks for vulnerabilities and agentic risk

Overview

This is a markdown-only Chinese writing-rewrite method with broad triggers but no code, network access, credentials, persistence, or hidden behavior.

Install if you want a Chinese-focused writing diagnostic and rewrite method. Review the broad trigger phrases if you use many writing skills, and do not rely on it for fact-checking or translation; it explicitly preserves facts and asks for missing source material rather than inventing it.

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 (5)

Natural-Language Policy Violations

High
Category
Not specified by scanner
Confidence
98% confidence
Finding

The entire skill description and trigger set are written only in Chinese, including the invocation wording, without indicating that the skill is Chinese-only or that users may choose another language. Under the policy, forcing a specific language without opt-in is a natural-language policy violation unless the locale constraint is documented and justified.

Content

No source excerpt is available for this finding.

Vague Triggers

Medium
Category
Not specified by scanner
Confidence
92% confidence
Finding

The trigger list contains broad, everyday phrases such as '说人话', '别像模板', and 'humanize' that can plausibly appear in many unrelated user requests. This can cause the skill to activate outside its intended context, leading to unsolicited rewriting behavior or interference with other skills, though it does not directly create code execution or data exfiltration risk.

Content

No source excerpt is available for this finding.

Natural-Language Policy Violations

Medium
Category
Not specified by scanner
Confidence
88% confidence
Finding

This markdown file contains user-facing evaluation instructions and examples exclusively in Chinese, which effectively forces a specific language for use of the skill materials. The file does not indicate that Chinese is optional, nor does it document a region-specific or compliance-related reason for the language restriction.

Content

No source excerpt is available for this finding.

Natural-Language Policy Violations

Medium
Category
Not specified by scanner
Confidence
92% confidence
Finding

This file presents all user-facing instructional content in a single language 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 language/locale policy, 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

Medium
Category
Not specified by scanner
Confidence
91% confidence
Finding

This markdown file presents all instructional content in Chinese and does not indicate that the user can choose another language. Under the policy, forcing a specific language without user opt-in can be a natural-language policy violation unless the locale constraint is clearly documented and justified.

Content

No source excerpt is available for this finding.