Security audit

qwen

Security checks for vulnerabilities and agentic risk

Overview

This is a documentation-only skill for calling Qwen text models through RunAPI, and its external API calls are disclosed and purpose-aligned.

Install this only if you intend to send prompts and related API request data to RunAPI for Qwen text generation. Store the RunAPI token in environment variables or a secret manager, as the skill itself recommends.

A.I.G

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

SkillSpector

Vulnerability Patterns

Data ExfiltrationExternal Transmission, Env Variable Harvesting, File System Enumeration
Prompt InjectionInstruction Override, Hidden Instructions, Exfiltration Commands
Privilege EscalationExcessive Permissions, Sudo/Root Execution, Credential Access
Supply ChainUnpinned Dependencies, External Script Fetching, Obfuscated Code
Excessive AgencyUnrestricted Tool Access, Autonomous Decision Making, Scope Creep

Findings (1)

External Transmission

Medium

Category: Data Exfiltration
Confidence: 60% confidence
Finding: Data is being sent to an external URL. This could be legitimate telemetry or data exfiltration. Manual review is recommended.
Content: Scanner excerpt · SKILL.md (reported line 96)May include surrounding context.
only when an existing tool expects those formats:

bash
curl -X POST "https://runapi.ai/v1/messages" \ -H "x-api-key: YOUR_RUNAPI_TOKEN" \ -H "anthropic-version: 2023-06-01" \ -H "Content-Type: application/json" \

Static analysis

No suspicious patterns detected.