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Security audit

Ai Cli Architecture

Security checks for vulnerabilities and agentic risk

Overview

This is a Markdown-only AI CLI architecture guidance skill with no executable code, network behavior, install actions, persistence, or hidden authority.

Installers should expect a Chinese-language architecture reference skill that may activate for a wide range of AI CLI product design discussions. Review the guidance for fit with your team’s language and architecture practices, but there is no evidence it executes code or accesses local or remote resources.

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 (3)

Vague Triggers

Medium
Category
Not specified by scanner
Confidence
91% confidence
Finding

The description says to use the skill whenever designing, developing, or iterating AI CLI products, and lists broad trigger scenarios such as planning product roadmaps, designing architecture, and analyzing competitors. These conditions are expansive and lack explicit constraints or negative examples, which could cause unintended invocation across many general product or engineering discussions.

Content

No source excerpt is available for this finding.

Natural-Language Policy Violations

Medium
Category
Not specified by scanner
Confidence
94% confidence
Finding

The natural-language description and headings are entirely in Chinese, with no indication that the user can choose another language or that the skill is intentionally restricted to a Chinese-speaking context. This can violate language or locale policy when a skill implicitly enforces one language without opt-in.

Content

No source excerpt is available for this finding.

Natural-Language Policy Violations

Medium
Category
Not specified by scanner
Confidence
87% confidence
Finding

The file title and all instructional content are written exclusively in Chinese, which constitutes a language-specific constraint in the skill's natural-language guidance. There is no indication that users may choose another language, nor any documented regional or compliance reason for the restriction.

Content

No source excerpt is available for this finding.

Static analysis

No suspicious patterns detected.