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Security audit

Rag Hallucination Governor

Security checks for vulnerabilities and agentic risk

Overview

This is a Markdown-only RAG troubleshooting skill that gives diagnostic and tuning advice without installing code, changing systems, or handling credentials.

Install this if you want Chinese-language guidance for diagnosing RAG hallucinations. Be careful when sharing retrieval logs because they may contain private customer or business data, and treat the output as operational advice that still needs testing before production changes.

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 (2)

Natural-Language Policy Violations

Medium
Category
Not specified by scanner
Confidence
97% confidence
Finding

The natural-language description is entirely Chinese and specifies the tool's input/output behavior in Chinese without indicating that users may choose another language. Under the policy, forcing a specific language without opt-in is a locale-policy violation unless the constraint is explicitly justified as region-specific.

Content

No source excerpt is available for this finding.

Vague Triggers

Medium
Category
Not specified by scanner
Confidence
95% confidence
Finding

The trigger list contains generic phrases such as '不准确' and '调参' that may match ordinary conversations outside the intended RAG-governance use case. This can cause unintended skill invocation, leading the agent to override more appropriate skills or produce irrelevant operational guidance from loosely related input.

Content

No source excerpt is available for this finding.