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Security audit

NeoBoost GEO 服务

Security checks for vulnerabilities and agentic risk

Overview

This is a small NeoBoost integration skill whose API-key and curl requirements fit its stated brand analytics purpose, with no hidden code or persistence found.

Install this only if you intend to use NeoBoost and are comfortable configuring a NeoBoost API key. Treat brand, competitor, prompt, and content-generation requests as information that may be processed by the NeoBoost service, and avoid sending sensitive business data unless that matches your account and privacy expectations.

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
  • Data ExfiltrationExternal Transmission, Env Variable Harvesting, File System Enumeration
  • Trigger AbuseOverly Broad Trigger, Shadow Command Trigger, Keyword Baiting Trigger
  • Prompt InjectionInstruction Override, Hidden Instructions, Exfiltration Commands
  • Privilege EscalationExcessive Permissions, Sudo/Root Execution, Credential Access
  • Supply ChainUnpinned Dependencies, External Script Fetching, Obfuscated Code
Findings (4)

Vague Triggers

Medium
Category
Not specified by scanner
Confidence
94% confidence
Finding

The trigger description activates on broadly phrased requests about brand visibility, health, competitors, and 'similar' queries without clear boundaries or confirmation steps. In an agent environment, this can cause over-invocation of the skill and unintended transmission of user/business data to the external NeoBoost service using the configured API credential.

Content

No source excerpt is available for this finding.

Missing User Warnings

Medium
Category
Not specified by scanner
Confidence
89% confidence
Finding

The skill metadata shows it requires an external API key and uses curl to access a third-party service, but the user-facing description does not warn that requests may leave the local environment or consume privileged credentials. This undermines informed consent and can lead users to disclose or process sensitive business information without realizing it is being sent to NeoBoost.

Content

No source excerpt is available for this finding.

Vague Triggers

Medium
Category
Not specified by scanner
Confidence
95% confidence
Finding

The markdown guidance says the skill should trigger for requests like the listed examples and '......', which effectively expands activation to unspecified similar content. This ambiguity increases the chance the agent will invoke the skill in contexts the user did not clearly intend, potentially exposing sensitive brand or account data to an external service.

Content

No source excerpt is available for this finding.

Natural-Language Policy Violations

Low
Category
Not specified by scanner
Confidence
76% confidence
Finding

All user-facing descriptive text and setup prompts in the skill file are written only in Chinese, with no indication that other languages are supported or that Chinese is a region-specific requirement. This may violate language/locale policy where user choice or explicit justification is required.

Content

No source excerpt is available for this finding.

Static analysis

No suspicious patterns detected.