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Security audit

Silk Essay Framework 绫罗绸缎的论文

Security checks for vulnerabilities and agentic risk

Overview

This skill is a disclosed Chinese essay-framework guide with only purpose-aligned web research instructions and no hidden execution or persistence.

Installers should expect this skill to guide agents toward a Chinese-language research framework rather than directly producing a finished article. Users who need a final essay or another language/script may need to state that preference clearly.

SkillSpector

Vulnerability Patterns
  • Prompt InjectionInstruction Override, Hidden Instructions, Exfiltration Commands
  • Trigger AbuseOverly Broad Trigger, Shadow Command Trigger, Keyword Baiting Trigger
  • 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 (2)

Vague Triggers

Medium
Confidence
87% confidence
Finding
The activation rule triggers whenever a user asks for an essay on the topic, without requiring confirmation that the user wants a framework rather than a finished essay. In an agent environment, this can cause unintended skill invocation, override more appropriate behaviors, or steer responses into a narrower workflow than the user requested.

Natural-Language Policy Violations

Medium
Confidence
84% confidence
Finding
Mandating Simplified Chinese output without user choice can conflict with user preferences, system locale, or accessibility needs. In multi-agent or shared environments, hard-coded language constraints can cause policy misalignment and reduce user control over the final response.

Static analysis

No suspicious patterns detected.