Back to skill

Security audit

Database Helper 99a323

Security checks for vulnerabilities and agentic risk

Overview

This is a low-capability markdown-only helper with vague triggers but no evidence of malicious behavior or privileged actions.

Install only if you want a Chinese-language, video-derived helper for these database/Sun-Panel topics. Expect possible accidental activation from generic words like "Sun" or "MIMIC"; there is no evidence here of code execution, credential use, persistence, or data exfiltration.

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 (4)

Vague Triggers

High
Category
Not specified by scanner
Confidence
98% confidence
Finding

The trigger string includes very generic terms such as "Sun" and a broad phrase tied to ordinary product discussion, which can cause the skill to activate during unrelated conversations. In an agent environment, unintended activation can route user requests into the wrong skill, causing confused behavior, unexpected instructions, or disclosure of irrelevant tool capabilities.

Content

No source excerpt is available for this finding.

Vague Triggers

High
Category
Not specified by scanner
Confidence
97% confidence
Finding

The activation scenarios are defined with loose conditions like users saying "database-helper" or "Sun," which are too ambiguous to safely distinguish intended use from normal conversation. This increases the chance of accidental invocation, making the skill more dangerous because the content is a loosely merged, video-derived helper rather than a tightly scoped, validated workflow.

Content

No source excerpt is available for this finding.

Natural-Language Policy Violations

Medium
Category
Not specified by scanner
Confidence
82% confidence
Finding

The skill metadata and content are presented in Chinese, with no indication that users can choose another language or that the locale is intentionally constrained. This can violate language/locale policy when a skill implicitly forces a language without user opt-in.

Content

No source excerpt is available for this finding.

Vague Triggers

Medium
Category
Not specified by scanner
Confidence
92% confidence
Finding

The merged secondary skill section repeats the same problem by introducing additional vague triggers such as the skill name variant and the term "MIMIC," which may appear in unrelated medical, research, or database discussions. While this section is somewhat narrower than the primary trigger block, it still expands accidental activation surface and compounds routing ambiguity.

Content

No source excerpt is available for this finding.

Static analysis

No suspicious patterns detected.