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Security audit

TikTok-选品决策专家 | 青虎AI

Security checks for vulnerabilities and agentic risk

Overview

The skill is a disclosed TikTok product-research workflow that uses paid Qinghu APIs and optional ERP listing with confirmation, with the main caution being default file export for larger datasets.

Before installing, be comfortable providing a Qinghu API token and approving paid tool use. Review the proposed tool list and cost notice before authorizing calls, and explicitly request no local export or no link sharing if you only want an in-chat summary. Confirm any ERP listing links and templates carefully before allowing distribution.

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 (3)

Vague Triggers

Medium
Category
Not specified by scanner
Confidence
95% confidence
Finding

The manifest says the skill 'must trigger' for broad TikTok product-selection and reporting requests, including common adjacent workflows like general product analysis and listing support. This can cause over-selection, routing users into a paid, high-privilege skill when a narrower or safer skill would be more appropriate, increasing the chance of unnecessary tool use, billing, and data access.

Content

No source excerpt is available for this finding.

Vague Triggers

Medium
Category
Not specified by scanner
Confidence
92% confidence
Finding

The trigger examples are generic requests such as 'give me a TikTok product selection report' or 'analyze products in multiple dimensions,' which overlap with ordinary analysis requests. In context, this skill can invoke multiple paid external tools and downstream listing actions, so ambiguous triggers increase the risk of accidental activation and overbroad execution.

Content

No source excerpt is available for this finding.

Missing User Warnings

Medium
Category
Not specified by scanner
Confidence
90% confidence
Finding

The skill directs the agent to automatically export datasets to local files and share links by default, and to reuse cached local file paths, without requiring explicit user consent for file creation, storage location, retention, or link-sharing scope. This creates a data-handling risk because potentially sensitive commercial data may be written locally and exposed through generated links without the user clearly understanding or approving that behavior.

Content

No source excerpt is available for this finding.