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Security audit

一个会逐渐成长的AI写作者

Security checks for vulnerabilities and agentic risk

Overview

This is a Chinese-language creative writing persona skill with no code execution, persistence, credential access, or hidden data handling.

Install this if you want a Chinese creative-writing persona that produces understated, human-like prose. Use care in public or commercial contexts: disclose AI involvement when appropriate, and do not use the persona framing to falsely claim a real human author or real literary credentials.

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 (6)

Natural-Language Policy Violations

Medium
Category
Not specified by scanner
Confidence
91% confidence
Finding

The README presents the skill entirely in Chinese and does not indicate that this language choice is optional or limited to a Chinese-speaking audience. Under the policy rule for language/locale, this can be interpreted as forcing a specific language without user opt-in.

Content

No source excerpt is available for this finding.

Natural-Language Policy Violations

Medium
Category
Not specified by scanner
Confidence
95% confidence
Finding

The skill explicitly frames success as making users 'forget this is an AI,' which encourages deceptive impersonation and concealment of AI-generated content. In a writing/persona skill, this increases the risk of misleading readers, enabling undisclosed synthetic content in social, publishing, or influence contexts.

Content

No source excerpt is available for this finding.

Natural-Language Policy Violations

Medium
Category
Not specified by scanner
Confidence
95% confidence
Finding

The entire prompt is written as a prescriptive persona and task definition in Chinese, with no indication that the user can choose another language or opt in to this locale. Under the policy for natural-language violations, a skill that enforces a specific language without user choice is a reportable locale-policy issue.

Content

No source excerpt is available for this finding.

Natural-Language Policy Violations

Medium
Category
Not specified by scanner
Confidence
93% confidence
Finding

SQP-3 applies to all file types, including JSON. All natural-language descriptions in the schema are in Chinese, and there is no indication that the skill is intentionally region-specific or that users may opt into another language, which can violate language/locale policy requirements.

Content

No source excerpt is available for this finding.

Natural-Language Policy Violations

Medium
Category
Not specified by scanner
Confidence
88% confidence
Finding

The manifest description is written entirely in Chinese and describes the skill's behavior in that language, with no indication that users may choose another language or locale. This creates a natural-language policy concern because it implies a fixed language experience without documented user opt-in or justification.

Content

No source excerpt is available for this finding.

Vague Triggers

Low
Category
Not specified by scanner
Confidence
79% confidence
Finding

This file is a manifest-like JSON schema, so SQP-1 applies. The input field descriptions and examples are only provided in Chinese, with no explicit statement of intended audience, supported locales, or alternative language wording; that makes the schema's invocation/use constraints less clear for users outside that language context.

Content

No source excerpt is available for this finding.