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Security audit

Research to Music Video Pipeline

Security checks for vulnerabilities and agentic risk

Overview

This skill is a disclosed media-production workflow that creates research-based storyboards, generated assets, and a final video with user approval before paid or long-running provider work.

Before installing, understand that using the skill may send research content, prompts, and generated assets to external image, video, and audio providers and may spend paid credits after approval. Avoid using proprietary or sensitive articles unless those providers are acceptable for that data.

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
  • 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 (1)

Vague Triggers

Low
Category
Not specified by scanner
Confidence
76% confidence
Finding

This JSON manifest schema defines the structure of a run manifest but provides no fields or descriptions that constrain when or how the associated skill should be invoked. For manifest files, missing trigger specificity can lead to overly broad or ambiguous activation behavior because there is no explicit scope, trigger list, or exclusion guidance.

Content

No source excerpt is available for this finding.