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Security audit

Empirical paper analysis

Security checks for vulnerabilities and agentic risk

Overview

This is a markdown-only academic paper analysis skill with a disclosed Chinese-first output style and no executable, persistent, credential, or network behavior.

Install this if you want Chinese-first, academically structured analysis of empirical law-and-economics papers. Review or override the language preference if you need English or another language by default.

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
  • 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
  • Excessive AgencyUnrestricted Tool Access, Autonomous Decision Making, Scope Creep
Findings (2)

Natural-Language Policy Violations

Medium
Category
Not specified by scanner
Confidence
95% confidence
Finding

The instruction says the 'Primary language is Chinese,' which imposes a specific language preference as a default requirement. Under the policy criteria, forcing a language without offering the user a choice or opt-in is a natural-language policy violation.

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 is written almost entirely in Chinese, with no indication that language selection is optional or that the skill is intentionally limited to Chinese-speaking users. Under the natural-language policy rule, forcing a specific language without user opt-in is a locale-policy concern.

Content

No source excerpt is available for this finding.

Static analysis

No suspicious patterns detected.