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Security audit

Content Idea Generator

Security checks for vulnerabilities and agentic risk

Overview

This is a markdown-only Chinese content-idea helper with no evidence of hidden code, credential use, persistence, or unsafe authority.

Install only if you want a Chinese-oriented content ideation workflow. Ask explicitly for another language if needed, and be aware the trigger wording is broad enough that content-planning requests may invoke it automatically.

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

Medium
Category
Not specified by scanner
Confidence
88% confidence
Finding

The document title and all user-facing instructional content are written in Chinese, with no indication that other languages are supported or that Chinese is an optional locale. Under the policy, forcing a specific language without user opt-in is a natural-language policy concern 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
94% confidence
Finding

The entire README presents the skill as operating in Chinese and promises responses directly in that language, but it does not state that users can choose another language. This can violate language/locale policy when a skill implicitly forces a specific language without offering opt-in or alternatives.

Content

No source excerpt is available for this finding.

Vague Triggers

Medium
Category
Not specified by scanner
Confidence
89% confidence
Finding

The README tells users '告诉我' followed by four general content parameters, but it does not define a specific trigger phrase, activation boundary, or exclusion conditions. In a markdown skill description, this broad natural-language invocation guidance could overlap with ordinary conversation about domain, audience, or platform and make the activation scope unclear.

Content

No source excerpt is available for this finding.

Natural-Language Policy Violations

Medium
Category
Not specified by scanner
Confidence
88% confidence
Finding

Natural-language content throughout the file is presented exclusively in Chinese, including the description, triggers, workflow, and examples, with no indication that users may interact in another language. Under the language/locale policy, a skill should not force a specific language unless the user opts in or the locale limitation is clearly justified.

Content

No source excerpt is available for this finding.

Vague Triggers

Medium
Category
Not specified by scanner
Confidence
94% confidence
Finding

The trigger list is broad and includes common conversational phrases such as asking for ideas or direction, which can cause the skill to activate when a user did not explicitly intend to use it. This can lead to inappropriate routing, reduced reliability, and accidental disclosure of user context to the wrong skill, though it does not by itself create code execution or data exfiltration risk.

Content

No source excerpt is available for this finding.

Static analysis

No suspicious patterns detected.