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Security audit

TikTok-商品榜单 | 青虎AI

Security checks for vulnerabilities and agentic risk

Overview

This is a disclosed TikTok Shop product-rank skill that uses qhkit and paid API calls with consent, but users should approve its software installation and qhkit configuration changes.

Install this only if you intend to use Qinghu/qhkit for TikTok Shop product-rank data. Before running it, confirm any npm or Node installation, confirm any qhkit token or site-configuration change, and approve paid qhkit calls only after checking the estimated Qinghu credits.

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
  • Rogue AgentSelf-Modification, Session Persistence
  • 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
Findings (6)

Vague Triggers

Medium
Category
Not specified by scanner
Confidence
93% confidence
Finding

The trigger text mandates activation for broad, loosely bounded requests and similar phrasing, which increases the chance the skill runs in contexts the user did not clearly intend. Because this skill can install software, alter configuration, and invoke paid external tools, overbroad triggering can lead to unnecessary execution, unexpected charges, or environment changes.

Content

No source excerpt is available for this finding.

Vague Triggers

Medium
Category
Not specified by scanner
Confidence
89% confidence
Finding

The invocation examples are open-ended and do not constrain when to query, how much data to retrieve, or when to stop for confirmation. In this skill's context, ambiguous examples can push the agent into making paid calls or chaining upstream tools based on incomplete user intent.

Content

No source excerpt is available for this finding.

Rp1

Medium
Category
MCP Rug Pull
Confidence
90% confidence
Finding

The skill instructs use of npx @iqinghu/qhkit without pinning a specific version, which can fetch whatever package version is current at execution time. That creates supply-chain and reproducibility risk: a compromised or breaking upstream release could execute unexpected code in the host environment.

Content

No source excerpt is available for this finding.

Session Persistence

Medium
Category
Rogue Agent
Confidence
93% confidence
Finding

This duplicate finding points to the same persistence behavior: unpacking a runtime into a user-controlled directory and exporting a new PATH. In an agent skill, that is especially risky because it normalizes self-bootstrap behavior that persists beyond the current action and may be triggered automatically.

Content

Scanner excerpt · SKILL.md (reported line 108)May include surrounding context.

Linux 二进制安装(装到用户目录,无需 root;先校验官方 SHA256 再解包):

cd /tmp && curl -fsSLO https://nodejs.org/dist/v22.22.3/node-v22.22.3-linux-x64.tar.xz cd /tmp && curl -fsSL https://nodejs.org/dist/v22.22.3/SHASUMS256.txt | grep ' node-v22.22.3-linux-x64.tar.xz$' | sha256sum -c - mkdir -p "$HOME/.local/lib" && tar -xJf /tmp/node-v22.22.3-linux-x64.tar.xz -C "$HOME/.local/lib" export PATH="$HOME/.local/lib/node-v22.22.3-linux-x64/bin:$PATH"

text

Session Persistence

Medium
Category
Rogue Agent
Confidence
93% confidence
Finding

This duplicate finding points to the same persistence behavior: unpacking a runtime into a user-controlled directory and exporting a new PATH. In an agent skill, that is especially risky because it normalizes self-bootstrap behavior that persists beyond the current action and may be triggered automatically.

Content

Scanner excerpt · SKILL.md (reported line 108)May include surrounding context.

Linux 二进制安装(装到用户目录,无需 root;先校验官方 SHA256 再解包):

cd /tmp && curl -fsSLO https://nodejs.org/dist/v22.22.3/node-v22.22.3-linux-x64.tar.xz cd /tmp && curl -fsSL https://nodejs.org/dist/v22.22.3/SHASUMS256.txt | grep ' node-v22.22.3-linux-x64.tar.xz$' | sha256sum -c - mkdir -p "$HOME/.local/lib" && tar -xJf /tmp/node-v22.22.3-linux-x64.tar.xz -C "$HOME/.local/lib" export PATH="$HOME/.local/lib/node-v22.22.3-linux-x64/bin:$PATH"

text

Natural-Language Policy Violations

Medium
Category
Not specified by scanner
Confidence
86% confidence
Finding

The skill forces a specific site/locale configuration (cn unless the user explicitly says otherwise) and instructs overwriting existing settings. This can cause cross-tenant or account misconfiguration, break other workflows, and direct users to use different credentials than their current environment expects.

Content

No source excerpt is available for this finding.

Static analysis

No suspicious patterns detected.