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Security audit

抖音-爆款视频跟卖与铺货专家 | 青虎AI

Security checks for vulnerabilities and agentic risk

Overview

The skill is a coherent Douyin commerce workflow, but users should understand it can use Qinghu credentials, consume paid API credits, export result files, and perform confirmed ERP listing actions.

Install only if you intend to use Qinghu with Douyin, 1688, Xiaofeng ERP, and Douyin shop workflows. Before running it, confirm which Qinghu token/account will be used, expect possible Qinghu credit consumption, review exported files for sensitive business data, and approve ERP listing parameters before any live 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
  • Excessive AgencyUnrestricted Tool Access, Autonomous Decision Making, Scope Creep
  • 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
Findings (4)

Vague Triggers

Medium
Category
Not specified by scanner
Confidence
90% confidence
Finding

The trigger text is very broad and includes generic commerce terms like 跟卖、铺货、上架、采集、新品测试, making accidental activation more likely outside the narrow intended workflow. Because this skill can access credentials, call paid external APIs, export files, and initiate ERP distribution actions, over-triggering materially increases the chance of unintended side effects.

Content

No source excerpt is available for this finding.

Context-Inappropriate Capability

Medium
Category
Not specified by scanner
Confidence
93% confidence
Finding

The skill explicitly instructs the agent to read QINGHU_TOKEN / QHKIT_TOKEN from environment variables, which expands its capability from user-directed commerce operations into ambient credential access. Even if intended for convenience, this creates a path for the skill to use secrets the user did not explicitly provide in-context and increases the blast radius if the skill is triggered unexpectedly or too broadly.

Content

No source excerpt is available for this finding.

Missing User Warnings

Medium
Category
Not specified by scanner
Confidence
88% confidence
Finding

The skill mandates automatic export of datasets and reuse of cached local file paths without requiring a user-facing warning or consent for local file creation. In environments where local files persist, are shared, or are accessible to other tools, this can expose potentially sensitive business data and creates unintended data-at-rest risks.

Content

No source excerpt is available for this finding.

Vague Triggers

Low
Category
Not specified by scanner
Confidence
78% confidence
Finding

The '何时触发' section lists example utterances like '找同款然后铺到我的抖店' and '批量上架这几个链接', which are plausible everyday requests for other listing or sourcing skills as well. Because the markdown does not include negative examples or explicit constraints distinguishing this skill from adjacent skills, invocation could be broader than intended.

Content

No source excerpt is available for this finding.