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Security audit

Income Explorer

Security checks for vulnerabilities and agentic risk

Overview

This skill is a coherent AI monetization planning helper, with disclosed browsing and report-writing behavior but some scoping and language clarity users should notice.

Install only if you want a Chinese-language AI monetization research workflow. Before letting it run, confirm when it should browse, run analysis commands, or create report files, and choose a specific output location to avoid surprise files.

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)

Natural-Language Policy Violations

Medium
Category
Not specified by scanner
Confidence
92% confidence
Finding

The natural-language instructions and examples are entirely in Chinese, and the skill does not state that language is selectable or that Chinese is required for a specific regional purpose. This can violate language/locale policy when the skill implicitly constrains interaction language without user opt-in.

Content

No source excerpt is available for this finding.

Vague Triggers

Medium
Category
Not specified by scanner
Confidence
95% confidence
Finding

The listed trigger phrases are broad, ordinary user requests such as asking how to make money with AI, which can cause the skill to activate in situations where the user did not explicitly request this specific capability. Over-broad invocation increases the chance of unwanted browsing, report generation, or tool use, especially because the skill can access browser, exec, and file write capabilities.

Content

No source excerpt is available for this finding.

Vague Triggers

Medium
Category
Not specified by scanner
Confidence
96% confidence
Finding

The instruction to proactively use the skill whenever users say broad phrases like '如何用 AI 赚钱' encourages automatic activation without clear user consent or disambiguation. In context, this is more dangerous because the skill is empowered to browse external sites and write files, so unintended invocation can expand into unintended actions.

Content

No source excerpt is available for this finding.

Missing User Warnings

Low
Category
Not specified by scanner
Confidence
88% confidence
Finding

The skill advertises read/write access for report generation but does not warn users that local files may be created or modified. This can lead to surprising data changes or overwriting of existing files if the agent generates reports automatically as part of the workflow.

Content

No source excerpt is available for this finding.

Static analysis

No suspicious patterns detected.