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Security audit

Luoshenfu Literary Research 洛神赋+ 红楼梦

Security checks for vulnerabilities and agentic risk

Overview

This skill is a disclosed Chinese literary research assistant and does not show hidden execution, persistence, credential handling, or destructive behavior.

Install this if you want a focused Simplified Chinese research-writing workflow for 《洛神赋》. Be aware it strongly defaults to Simplified Chinese and relies on web research for citations, so users who need another language or strict source control should give explicit instructions.

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 (3)

Natural-Language Policy Violations

Medium
Category
Not specified by scanner
Confidence
95% confidence
Finding

The manifest description explicitly requires output in Simplified Chinese, which is a natural-language locale constraint. Under the policy, forcing a specific language without user opt-in is a violation unless the restriction is clearly justified as region-specific, which is not stated here.

Content

No source excerpt is available for this finding.

Natural-Language Policy Violations

Medium
Category
Not specified by scanner
Confidence
94% confidence
Finding

The skill instructions state that generated content must be in Simplified Chinese. This enforces a language policy across outputs without providing the user a choice or explaining a necessary regional constraint.

Content

No source excerpt is available for this finding.

Natural-Language Policy Violations

Medium
Category
Not specified by scanner
Confidence
92% confidence
Finding

The wording directs the model to always use Simplified Chinese, reinforcing a mandatory locale choice throughout the skill. Because no opt-in or alternative is offered, this conflicts with the language/locale policy.

Content

No source excerpt is available for this finding.