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Security audit

AI电商带货脚本 | 脚本生成 | 口播文案 | 种草脚本 | LinkPix

Security checks for vulnerabilities and agentic risk

Overview

This skill is for a real script-generation workflow, but it gives the agent broad authority to install and update command-line tooling and handle service tokens with limited user control.

Install only if you are comfortable letting the agent install or update npm tooling, configure qhkit credentials, and upload referenced product media to the qhkit/iqinghu service. Prefer a preinstalled, pinned qhkit version and provide tokens through a secure secret mechanism rather than having the agent persist or troubleshoot them broadly.

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
  • Excessive AgencyUnrestricted Tool Access, Autonomous Decision Making, Scope Creep
  • Rogue AgentSelf-Modification, Session Persistence
  • Trigger AbuseOverly Broad Trigger, Shadow Command Trigger, Keyword Baiting Trigger
  • Prompt InjectionInstruction Override, Hidden Instructions, Exfiltration Commands
Findings (7)

Vague Triggers

Medium
Category
Not specified by scanner
Confidence
95% confidence
Finding

The trigger definition says the skill 'must' fire for broad, common requests related to ad copy and scripts. Overbroad mandatory triggering can cause unintended invocation of external tooling, increasing the chance that installation steps, network access, or credential flows are activated when a simple local response would suffice.

Content

No source excerpt is available for this finding.

Natural-Language Policy Violations

Medium
Category
Not specified by scanner
Confidence
91% confidence
Finding

The file is written to operate in Chinese and instructs use of Chinese output/content conventions, but it does not state that the skill is China-specific only or give users any opt-in or alternative language option. Per policy, forcing a specific language/locale without user choice is a natural-language policy concern.

Content

No source excerpt is available for this finding.

Context-Inappropriate Capability

Medium
Category
Not specified by scanner
Confidence
96% confidence
Finding

The skill goes far beyond script generation and instructs the agent to install Node.js, globally install and upgrade a CLI, and modify the execution environment. Those are privileged, system-modifying actions not necessary for a text-generation skill and expand the attack surface through package installation, PATH changes, and persistent tooling changes.

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 a pinned version, allowing whatever version is current at execution time to be fetched and run. That creates a supply-chain risk and makes behavior non-reproducible, especially since this skill already encourages installing and executing external tooling.

Content

No source excerpt is available for this finding.

Session Persistence

Medium
Category
Rogue Agent
Confidence
91% confidence
Finding

This duplicate finding reflects the same persistence behavior: installing a runtime under the user's home directory and exporting a modified PATH. In the context of a content-generation skill, that is an unnecessary environment mutation that can outlive the task and facilitate further unreviewed command execution.

Content

Scanner excerpt · SKILL.md (reported line 50)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
91% confidence
Finding

This duplicate finding reflects the same persistence behavior: installing a runtime under the user's home directory and exporting a modified PATH. In the context of a content-generation skill, that is an unnecessary environment mutation that can outlive the task and facilitate further unreviewed command execution.

Content

Scanner excerpt · SKILL.md (reported line 50)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

Context-Inappropriate Capability

Medium
Category
Not specified by scanner
Confidence
95% confidence
Finding

The skill directs the agent to obtain, set, and troubleshoot API tokens and environment variables. That gives a script-writing skill credential-handling responsibilities it does not need, increasing the risk of secret exposure, misuse, and cross-service confusion between domestic and international endpoints.

Content

No source excerpt is available for this finding.